#AI in imaging diagnosis

[sblai]

AI Medical Imaging Diagnosis

Delve into SBL Corp's AI solutions for medical imaging diagnosis. See how our advanced technology transforms healthcare by improving diagnostic precision and efficiency. Learn about our innovative approach to medical imaging at SBL. Read more at https://www.sblcorp.ai/solutions/healthcare/ai-medical-imaging-diagnosis/

[sthrena]

The funny thing is that's literally how a lot of AI works. By finding the lowest common denominator prediction of what follows its prompt. The mean. The most expected, given its training data. It is a mediocrity generator.

[pier-carlo-universe]

A Napoli il progetto SPOILER della SSD DAIRI di Alessandria: intelligenza artificiale per migliorare la diagnosi radiologica del tumore polmonare. Scopri i risultati promettenti su Alessandria today.

[insightfultake]

AI vs. Human Doctors: The Battle for Diagnostic Supremacy

There was a time when the notion of machines deciphering the mysteries of human illness belonged to the realm of science fiction—an idea woven into futuristic novels and speculative cinema. Yet, in a remarkable turn, what was once imagined has quietly become reality. Artificial Intelligence, no longer confined to research laboratories, now finds its place in the very heart of medicine—hospitals, clinics, and even the devices in our pockets. These systems, trained to recognize patterns invisible to the untrained eye, sift through vast landscapes of medical data, discerning the subtle whispers of disease before they become a roar. In the silent depths of an X-ray or the intricate architecture of a biopsy slide, AI sees what might escape even the most seasoned physician—early traces of cancer, the faintest anomaly, the first murmurs of pathology. It does not replace human judgment, but rather, like an astute assistant, augments it—offering new possibilities, sharpening perception, and changing the way we understand illness itself.

[drchristophedelongsblog]

The integration of artificial intelligence (AI) into medicine is profoundly transforming practices, and this raises important questions about the ability of geriatricians and general practitioners to adapt.

Here is an analysis of the issues

Growing complexity of medicine with AI

Preventive and predictive medicine

AI can analyze huge amounts of data to identify individual risks and predict disease occurrence.

This requires a deep understanding of algorithms and their interpretation.

Diagnosis

AI helps in interpreting medical images, analyzing biological data and detecting complex patterns.

This requires an ability to validate and integrate AI results into the clinical context.

Therapeutic

AI personalizes treatments based on individual patient characteristics.

This involves knowledge of AI-based therapeutic options and an ability to monitor their effectiveness.

Capacity of geriatricians and general practitioners

Continuing education

Continuing education is essential to keep physicians up to date with advances in AI and its applications in medicine.

Interdisciplinary collaboration

Collaboration with AI specialists, data scientists and other healthcare professionals is crucial for effective use of AI.

Decision support tools

AI can provide decision support tools to support physicians in interpreting data and making clinical decisions.

Specificities of geriatrics

Geriatrics, by its holistic nature, is particularly concerned with the management of multiple pathologies and fragility.

AI can be a valuable asset in synthesizing complex data and personalizing care plans.

The role of the general practitioner

The general practitioner, through regular monitoring of the patient, is on the front line to detect changes and refer to specialists.

AI can help refine its diagnosis and monitoring.

In summary

AI represents a challenge, but also an opportunity to improve the care of elderly patients.

Continuing education, interdisciplinary collaboration and the use of decision support tools are essential to enable geriatricians and general practitioners to adapt to this evolution.

General practitioners and geriatricians will have a key role in using AI as a decision-making tool.

Go further

[likitakans]

AI and Health: New Technologies Paving the Way for Better Treatment

Artificial intelligence (AI) is expanding rapidly in the health sector, and it is revolutionizing our medical system. With the help of AI, new technologies are being developed that are not only helpful in accurately diagnosing diseases but are also playing an important role in personalized treatment and management.

Quick and accurate diagnosis of diseases AI-based tools can now analyze medical imaging data such as X-rays, CT scans, and MRIs quickly and accurately. This helps doctors to quickly detect complex conditions such as cancer, heart diseases, and neurological problems.

Personalized medicine AI can help create personalized treatment plans for every individual by analyzing genomics and biometrics. This technology ensures that the patient gets the right medicine and the right dose at the right time.

Improved health management AI-based health apps and wearables such as smart watches are now helping people monitor their health condition. These devices regularly track health indicators such as heart rate, blood pressure and sleep quality.

Accelerating medical research The role of AI has become extremely important in the development of new drugs and vaccines. Using AI, scientists can analyze complex data sets and make new medical discoveries faster.

Accessible and affordable healthcare AI technology is helping in delivering affordable and effective healthcare, even in rural and remote areas. Telemedicine and virtual health assistants are bridging the gap between patients and doctors.

Conclusion Artificial intelligence is playing an important role in making healthcare more effective, accurate, and accessible. However, there are challenges such as data security and ethics in the use of AI technology which need to be dealt with. In the coming years, with more advanced and innovative uses of AI, the healthcare landscape may change completely.

[diagnozabam]

Grok 2: Noul chatbot AI de la Elon Musk – rapid, precis și conectat la internet

Grok 2, cea mai recentă versiune a chatbotului AI dezvoltat de xAI, compania lui Elon Musk, vine cu îmbunătățiri semnificative, inclusiv acces la informații în timp real prin web și integrare cu platforma X (fostă Twitter). Această funcționalitate îl face ideal pentru utilizatorii care caută răspunsuri actualizate și relevante. Printre cele mai notabile îmbunătățiri: Viteză și acuratețe: Grok 2…

[jcmarchi]

SCIN: A new resource for representative dermatology images

New Post has been published on https://thedigitalinsider.com/scin-a-new-resource-for-representative-dermatology-images/

SCIN: A new resource for representative dermatology images

Posted by Pooja Rao, Research Scientist, Google Research

Health datasets play a crucial role in research and medical education, but it can be challenging to create a dataset that represents the real world. For example, dermatology conditions are diverse in their appearance and severity and manifest differently across skin tones. Yet, existing dermatology image datasets often lack representation of everyday conditions (like rashes, allergies and infections) and skew towards lighter skin tones. Furthermore, race and ethnicity information is frequently missing, hindering our ability to assess disparities or create solutions.

To address these limitations, we are releasing the Skin Condition Image Network (SCIN) dataset in collaboration with physicians at Stanford Medicine. We designed SCIN to reflect the broad range of concerns that people search for online, supplementing the types of conditions typically found in clinical datasets. It contains images across various skin tones and body parts, helping to ensure that future AI tools work effectively for all. We’ve made the SCIN dataset freely available as an open-access resource for researchers, educators, and developers, and have taken careful steps to protect contributor privacy.

Example set of images and metadata from the SCIN dataset.

Dataset composition

The SCIN dataset currently contains over 10,000 images of skin, nail, or hair conditions, directly contributed by individuals experiencing them. All contributions were made voluntarily with informed consent by individuals in the US, under an institutional-review board approved study. To provide context for retrospective dermatologist labeling, contributors were asked to take images both close-up and from slightly further away. They were given the option to self-report demographic information and tanning propensity (self-reported Fitzpatrick Skin Type, i.e., sFST), and to describe the texture, duration and symptoms related to their concern.

One to three dermatologists labeled each contribution with up to five dermatology conditions, along with a confidence score for each label. The SCIN dataset contains these individual labels, as well as an aggregated and weighted differential diagnosis derived from them that could be useful for model testing or training. These labels were assigned retrospectively and are not equivalent to a clinical diagnosis, but they allow us to compare the distribution of dermatology conditions in the SCIN dataset with existing datasets.

The SCIN dataset contains largely allergic, inflammatory and infectious conditions while datasets from clinical sources focus on benign and malignant neoplasms.

While many existing dermatology datasets focus on malignant and benign tumors and are intended to assist with skin cancer diagnosis, the SCIN dataset consists largely of common allergic, inflammatory, and infectious conditions. The majority of images in the SCIN dataset show early-stage concerns — more than half arose less than a week before the photo, and 30% arose less than a day before the image was taken. Conditions within this time window are seldom seen within the health system and therefore are underrepresented in existing dermatology datasets.

We also obtained dermatologist estimates of Fitzpatrick Skin Type (estimated FST or eFST) and layperson labeler estimates of Monk Skin Tone (eMST) for the images. This allowed comparison of the skin condition and skin type distributions to those in existing dermatology datasets. Although we did not selectively target any skin types or skin tones, the SCIN dataset has a balanced Fitzpatrick skin type distribution (with more of Types 3, 4, 5, and 6) compared to similar datasets from clinical sources.

Self-reported and dermatologist-estimated Fitzpatrick Skin Type distribution in the SCIN dataset compared with existing un-enriched dermatology datasets (Fitzpatrick17k, PH², SKINL2, and PAD-UFES-20).

The Fitzpatrick Skin Type scale was originally developed as a photo-typing scale to measure the response of skin types to UV radiation, and it is widely used in dermatology research. The Monk Skin Tone scale is a newer 10-shade scale that measures skin tone rather than skin phototype, capturing more nuanced differences between the darker skin tones. While neither scale was intended for retrospective estimation using images, the inclusion of these labels is intended to enable future research into skin type and tone representation in dermatology. For example, the SCIN dataset provides an initial benchmark for the distribution of these skin types and tones in the US population.

The SCIN dataset has a high representation of women and younger individuals, likely reflecting a combination of factors. These could include differences in skin condition incidence, propensity to seek health information online, and variations in willingness to contribute to research across demographics.

Crowdsourcing method

To create the SCIN dataset, we used a novel crowdsourcing method, which we describe in the accompanying research paper co-authored with investigators at Stanford Medicine. This approach empowers individuals to play an active role in healthcare research. It allows us to reach people at earlier stages of their health concerns, potentially before they seek formal care. Crucially, this method uses advertisements on web search result pages — the starting point for many people’s health journey — to connect with participants.

Our results demonstrate that crowdsourcing can yield a high-quality dataset with a low spam rate. Over 97.5% of contributions were genuine images of skin conditions. After performing further filtering steps to exclude images that were out of scope for the SCIN dataset and to remove duplicates, we were able to release nearly 90% of the contributions received over the 8-month study period. Most images were sharp and well-exposed. Approximately half of the contributions include self-reported demographics, and 80% contain self-reported information relating to the skin condition, such as texture, duration, or other symptoms. We found that dermatologists’ ability to retrospectively assign a differential diagnosis depended more on the availability of self-reported information than on image quality.

Dermatologist confidence in their labels (scale from 1-5) depended on the availability of self-reported demographic and symptom information.

While perfect image de-identification can never be guaranteed, protecting the privacy of individuals who contributed their images was a top priority when creating the SCIN dataset. Through informed consent, contributors were made aware of potential re-identification risks and advised to avoid uploading images with identifying features. Post-submission privacy protection measures included manual redaction or cropping to exclude potentially identifying areas, reverse image searches to exclude publicly available copies and metadata removal or aggregation. The SCIN Data Use License prohibits attempts to re-identify contributors.

We hope the SCIN dataset will be a helpful resource for those working to advance inclusive dermatology research, education, and AI tool development. By demonstrating an alternative to traditional dataset creation methods, SCIN paves the way for more representative datasets in areas where self-reported data or retrospective labeling is feasible.

Acknowledgements

We are grateful to all our co-authors Abbi Ward, Jimmy Li, Julie Wang, Sriram Lakshminarasimhan, Ashley Carrick, Bilson Campana, Jay Hartford, Pradeep Kumar S, Tiya Tiyasirisokchai, Sunny Virmani, Renee Wong, Yossi Matias, Greg S. Corrado, Dale R. Webster, Dawn Siegel (Stanford Medicine), Steven Lin (Stanford Medicine), Justin Ko (Stanford Medicine), Alan Karthikesalingam and Christopher Semturs. We also thank Yetunde Ibitoye, Sami Lachgar, Lisa Lehmann, Javier Perez, Margaret Ann Smith (Stanford Medicine), Rachelle Sico, Amit Talreja, Annisah Um’rani and Wayne Westerlind for their essential contributions to this work. Finally, we are grateful to Heather Cole-Lewis, Naama Hammel, Ivor Horn, Michael Howell, Yun Liu, and Eric Teasley for their insightful comments on the study design and manuscript.

[ekesonman]

🌟 Brace yourself for the mind-blowing advancements of Artificial Intelligence that are transforming various industries across the globe! 🤖💥 From speech recognition to robotics, AI has taken massive leaps in technological innovation. 💡🚀 Discover how it is revolutionizing industries with astonishing breakthroughs in autonomous vehicles, fraud detection, virtual assistants, medical diagnosis, image recognition, language translation, and so much more. 🌐🔍 Prepare to be amazed by the power of AI as it reshapes our world. Stay tuned for an eye-opening journey into the realm of AI! 🌈📚 #ArtificialIntelligence #TechnologicalAdvancements #AIRevolution

[pier-carlo-universe]

Uzbekistan: L'impatto dell'intelligenza artificiale sulla società

Scopri come l’intelligenza artificiale sta trasformando la società moderna: dai progressi nella medicina all’automazione del lavoro, fino ai rischi legati alla privacy e alla disuguaglianza. Un’analisi di Saitova Dilroz dell’Università di Qarshi. Scopri di più su Alessandria today. Università statale di Qarshi, Facoltà di matematica e informatica, studentessa del 1° anno di matematica, Saitova…

[miraeism]

GOD PEOPLE ARE SO IGNORANT

[my-autism-adhd-blog]

I personally think of it as a disorder but your brain structure is definitely different and a “divergent” one.

This information was found on online sources. Not AI

Here’s an excerpt from an article from Health Central:

How Is The Structure Of The Brain Different?

“The neuroanatomy of autism is difficult to describe,” Culotta says. So it might be easier to talk about the architecture of the brain and how the autistic brain may differ.

So what’s different in the structure of this three-pound organ? Let’s start with a quick anatomy refresher: First of all, the brain is split into two halves or hemispheres. It is these two hemispheres that we get the idea of a left brain and a right brain. In reality, our thinking and cognitive processes bounce back and forth between the two halves.

“There's a little bit of difficulty in autism communicating between the left and right hemispheres in the brain. There's not as many strong connections between the two hemispheres,” Dr. Anderson says.

In recent years, science has found that the hemispheres of ASD brains have slightly more symmetry than those of a regular brain. This small difference in asymmetry isn’t enough to diagnosis ASD, according to a report in Nature Communications. And, exactly how the symmetry may play into autism’s traits is still be researched.

The differences in the brain don’t stop there. Another quick Biology 101 review: Within each half, there are lobes: frontal, parietal, occipital, and temporal. Inside these lobes are structures that are in charge of everything from movement to thinking. On top of the lobes, lies the cerebral cortex aka grey matter. This is where information processing happens. The folds in the brain add to the surface area of the cerebral cortex. The more surface area or grey matter there is, the more information that can be processed.

https://www.healthcentral.com/condition/autism/autism-brain-differences

Here’s another excerpt from Transmitter.org

Which brain regions are known to be structurally different between autistic and non-autistic people?

Studies that make use of a brain-scanning technique called magnetic resonance imaging (MRI) have highlighted a few brain regions that are structurally distinct in people with autism.

Children and adolescents with autism often have an enlarged hippocampus, the area of the brain responsible for forming and storing memories, several studies suggest, but it is unclear if that difference persists into adolescence and adulthood1,2.

The size of the amygdala also seems to differ between people with and without autism, although researchers from different labs have turned up conflicting results. Some find that people with autism have smaller amygdalae than people without autism, or that their amygdalae are only smaller if they also have anxiety3. Others have found that autistic children have enlarged amygdalae early in development and that the difference levels off over time2,4.

Autistic people have decreased amounts of brain tissue in parts of the cerebellum, the brain structure at the base of the skull, according to a meta-analysis of 17 imaging studies5. Scientists long thought the cerebellum mostly coordinates movements, but they now understand it plays a role in cognition and social interaction as well.

On a more global level, the cortex — the brain’s outer layer — seems to have a different pattern of thickness in people with and without autism. This difference tracks with alterations to a single type of neuron during development, a 2020 study suggests.

The last excerpt is from the National Library of Medicine. Here’s an excerpt:

The constituent parts of the neural systems associated with clinical symptoms in ASD were examined by many studies. Specific core regions have been suggested to mediate clinical phenotypes of ASD such as the frontotemporal lobe, frontoparietal cortex, amygdala, hippocampus, basal ganglia, and anterior cingulate cortex (ACC) [17]. For example, abnormalities in (1) the inferior frontal gyrus (IFG, Broca's area), superior temporal sulcus (STS), and Wernicke's area might be related to defects in social language processing and social attention [18], (2) the frontal lobe, superior temporal cortex, parietal cortex, and amygdala might mediate impairments of social behaviors [19,20] and (3) the orbitofrontal cortex (OFC) and caudate nucleus have been associated with RRBs of ASD [21]. Although deficits in these regions seem to be general in ASD, some findings proposed that abnormalities in these brain regions are not peculiar to ASD and seem to be common in other disorders such as obsessive-compulsive disorder, general anxiety disorders, and schizophrenia

[drchristophedelongsblog]

The integration of artificial intelligence (AI) into medicine is profoundly transforming practices, and this raises important questions about the ability of geriatricians and general practitioners to adapt.

Here is an analysis of the issues

Growing complexity of medicine with AI

Preventive and predictive medicine

AI can analyze huge amounts of data to identify individual risks and predict disease occurrence.

This requires a deep understanding of algorithms and their interpretation.

Diagnosis

AI helps in interpreting medical images, analyzing biological data and detecting complex patterns.

This requires an ability to validate and integrate AI results into the clinical context.

Therapeutic

AI personalizes treatments based on individual patient characteristics.

This involves knowledge of AI-based therapeutic options and an ability to monitor their effectiveness.

Capacity of geriatricians and general practitioners

Continuing education

Continuing education is essential to keep physicians up to date with advances in AI and its applications in medicine.

Interdisciplinary collaboration

Collaboration with AI specialists, data scientists and other healthcare professionals is crucial for effective use of AI.

Decision support tools

AI can provide decision support tools to support physicians in interpreting data and making clinical decisions.

Specificities of geriatrics

Geriatrics, by its holistic nature, is particularly concerned with the management of multiple pathologies and fragility.

AI can be a valuable asset in synthesizing complex data and personalizing care plans.

The role of the general practitioner

The general practitioner, through regular monitoring of the patient, is on the front line to detect changes and refer to specialists.

AI can help refine its diagnosis and monitoring.

In summary

AI represents a challenge, but also an opportunity to improve the care of elderly patients.

Continuing education, interdisciplinary collaboration and the use of decision support tools are essential to enable geriatricians and general practitioners to adapt to this evolution.

General practitioners and geriatricians will have a key role in using AI as a decision-making tool.

Go further

[kiss-me-muchoo]

𝐒𝐮𝐝𝐝𝐞𝐧𝐥𝐲, 𝐰𝐞 𝐡𝐚𝐯𝐞 𝐚 𝐛𝐚𝐛𝐲 || 𝐌𝐢𝐠𝐮𝐞𝐥 𝐎’𝐇𝐚𝐫𝐚 𝐱 𝐅𝐞𝐦!𝐫𝐞𝐚𝐝𝐞𝐫

part one: Do you want a baby? || part two || part three: Dharma

𝐒𝐮𝐦𝐦𝐚𝐫𝐲- what was supposed to be just a general diagnosis turns into a pregnancy reveal + how your water broke in the middle of an actual date with Miguel. 𝐖𝐚𝐫𝐧𝐢𝐧𝐠𝐬_ pregnancy, child birth, grumpy!soft!Miguel x sunshine!reader, sex allusions, implied short reader, implied age gap (legal) NO PROOFREAD :). 𝐀/𝐍_ recommended songs; so it goes and lover again (calling all the reputation & lover stans like me!!!)

♪ ♫ my miguel playlist. ✰ index (masterlist/ other works there)

______________

It would never stop being weird.

Looking at Miguel O’Hara with a tiny female spider by his side, her arm wrapped around his giant forearm, resulting in a confusing image.

Yet, the image continued as Gwen, Miles, Hobie, and Pavitr looked at you and your husband passing through the cafeteria and going to his office.

“How long have they been married?” Miles asked. Pavitr counted with his fingers.

“I think they’re about to turn two years,” he replied. Hobie smirked, looking at his friend.

“The wedding was sick… Remember?” Gwen and Miles looked at each other confused.

“What happened at the wedding?” The blonde girl asked.

Out of nowhere, Peter B. Parker appeared with a tray of food and Mayday on top of his head.

“Hey, kids. What are you talking about?”

“Miguel and y/n’s wedding,” Miles answers.

Peter lets out a little sigh like he is bringing back a happy memory. Pavitr also made the same gesture.

“It was a wonderful night…” Mayday went straight to Hobie’s arms, and the man was funnily tickling her. So Peter took advantage of that and got his phone out.

“I have pictures!” Gwen and Miles let out a NO WAY, LET ME SEE in unison.

“Alright, alright. Here’s the ceremony…” The phone displayed a picture of what seemed like a church. You had an elegant and vintage dress, Miguel was wearing a tuxedo, and the place was full of candles and sparkles that made the picture look so perfect that it was concerning.

“Miguel looks…” Gwen started.

“Happy?” Hobie asks for her. Everyone nods.

“Oh, show her the party, man,” Hobie suggested with a big grin. Making Miles and Gwen even more confused.

Some pics showed your friends, Jess and Margo, as your bridesmaids. Lego Spider-Man was one of Miguel’s best men; the cake had six layers.

It was a big celebration. With many spider people around, part of your family, and what seemed like a summer afterparty.

Gwen giggled at the variety of pictures; you and Miguel cutting the cake, the waltz… until the pictures turned a little… intense.

“Damn…” Miles let out. Hobie started laughing, looking at the pictures, and Pavitr was getting blushed.

From alcohol shots, a mess in the pool, and you and Miguel doing the infamous wedding garter removal.

“OKAY!… this is not for kids,” Peter yelled, snatching the phone from the pair of teenagers.

“How did that happen?” the girl asked. Neither she nor Miles could believe they would live to see Miguel, you, and other serious spider people doing things like that.

“Alcohol. Boss was drunk as hell….” Hobie said, evidently mocking the leader of the Spider Society.

“It was after the family left, only… close friends. I must admit it’s the coolest wedding I’ve ever been invited to,” Peter accepted. Pavitr nodded.

“Yes, it was at the same level as an Indian wedding,” that was a lot to say.

Soon, Lyla appeared and gave a disapproving look to the whole table.

“Why are you here doing nothing? Jess assigned new missions and- AWW, Is that a picture from Miguel and y/n’s wedding?” The AI appeared beside Peter, looking at his phone.

“Yes. Was a good party, remember?” Lyla nodded at Hobie.

“Until they left for their honeymoon. And I had to do all the job myself for….like a month.”

“You sound like you suffered…” Gwen said.

“I did”

“You’re an AI, Lyla. You can’t feel anything….” Everyone laughed.

“Insensible kids. Now go meet Jess for the mission’s debriefing unless you want Miguel's lecture on your lives.”

With that, everyone left to their respective rooms to hear the debriefings.

…

“Well, that was fun,” Miles commented. Enjoying a giant cheese empanada from the cafeteria. Gwen nodded, and Hobie shrugged, following them.

“Time to go home. I’m tired…” Everyone started to say their goodbyes. Hobie was gone, and then Margo appeared, running towards them.

“Hey! What’s up, Margo?” Jealousy immediately invaded Gwen, and she soon went to appear beside Miles. Nothing personal, but the feeling had been evolving. She liked Margo but didn’t like how she and Miles interacted.

“Haven’t you heard?… y/n is injured” The pair looked between them worriedly.

“Is she okay?”

“I don’t know. I was about to go and see her. Jess said it was delicate.”

Everyone started pacing towards the clinic.

It was as big as the whole HQ; bright, clean, and futuristic.

Many spiders were there, injured people, waiting for surgery, medicines, etc.

However, their way was towards one of the private rooms.

There, you were lying in a bed in the center.

Beside you, Miguel holding your hand.

In a hologram form, Jess and Lyla were looking too.

“What are you doing here?” Miguel asked, intimidating Gwen, Margo, and Miles with his massive height.

“We heard y/n was injured…” Margo dared to respond.

You smiled. You really loved them, so you giggled.

“This isn’t over…” Miguel spoke once again, pointing at you. Oh, Miguel and his so-ever-grumpy attitude.

But you knew there was a lot to talk about back home. A lot…

“Are you okay?”

“Are you gonna be able to go back to work tomorrow?” Miles and Gwen bombard you with lots of questions. Margo was always more considerate, so she stood quiet.

And Miguel was rolling his eyes and looking beyond annoyed, cringed by his younger employees’ questions.

“No, stop saturating her with stupid questions. She’s pregnant, kids….” Miguel said, maintaining his stoic posture.

Jess let out a little laugh, noticing that Margo was the only one to react at the moment.

Her mouth opened to form a big o of shock.

“Do you have anything broken?” The blonde girl in turquoise Converse asked.

“Just my ankle, a sprain in my inner tight… oh, and I have a baby,” you comment softly, rubbing your stomach with a smile.

The teenagers keep making comments Margo is already paralyzed. You laugh again, covering your lips. Then turn to look at Miguel, who’s rolling his eyes again.

“YOU WHAT?…” their eyes are going to pop out.

“You’re pregnant?” Gwen asks.

“That’s why I just said…” Miguel adds with frustration. Then proceeding to whisper something in Spanish.

“I’m very happy for you two, congratulations” Margo is always polite and sweet. You accept her hug, and the other two teens are all over you. Showering you with ideas for baby names, a baby shower hosted by Peter, and making the kid’s first birthday party in the HQ.

“We have to tell this to the others!”

“No. We don’t want to. “

But Miles and Gwen are already out, both still in shock, ignoring Miguel and his desire to keep your status private.

You don’t mind, actually. Everyone would know in a couple of months. But Miguel… what can you say? He’s your husband.

And he kept pinching the bridge of his nose, proving how annoyed he was.

“Paciencia, paciencia…” he keeps murmuring. Margo giggles before turning to leave.

“I’ll try to stop them,” she offers.

“Thanks, Margo,” your husband thanks her with a brief glance.

“Someone has to stop those kids and their unlimited energy” Jess comments, making you laugh.

Soon, it’s just you and your husband.

“Now what?” You ask, rubbing your eyes.

Miguel leans to brush some strays of hair behind your ear, giving you a warm look.

“Now I’m taking you home…”

He thinks you look sweet with the hospital gown, perfect hair, and no makeup.

And although he’s scared as hell of you being already so far in the pregnancy, he dreams of the day you are in the same position. With a baby in your arms…

…

“Your wife is almost six months pregnant…” Spider-doctor had said.

“Sorry… I’M WHAT?”

Miguel stood there frozen, holding your hand. You were also in shock.

His world sure stopped for some seconds. All the months trying, wondering why you couldn’t get pregnant, it was because you were already growing a baby.

“But-… I don’t have any symptoms. I don’t even have a belly,” you blurt. "Human bodies work out differently. For spiders, it can work beyond differently” Miguel, and you turn to look at each other.

His face came to hide in your shoulder almost immediately. Whispering ‘thank you’ multiple times, kissing your hair, working in private, so Doctor Spider-man couldn’t see.

Almost six months of going to missions like nothing, having sex like always (every day, at least four rounds). Damn… Miguel had to be more careful.

“I’ll come again to get you a scan and everything. I’m going to leave to get your blood test results.” With that, Doctor Spider-man leaves.

Now, you are sitting in your bed. Remembering the moment you found out the news. Looking at the candles that illuminated your desk across your bookshelves.

In a moment, Miguel entered with a little tray.

“I got your favorite chicken wrap, tea, and cookies…” Now you know you’re pregnant and suddenly want to cry about everything. He was so sweet. His reaction to the pregnancy was calm, and he promised to look forward instead of his past. And now he appeared at your door with some of your favorite snacks and looked beautiful; yes, you’re crying.

“Oh no. Don’t cry, hermosa,” he soothes you. Your little whimpers made him realize he had to be careful with his words. Then the thought of you being unconsciously reckless, putting yourself in danger, edging Miguel towards another breakdown…

“It’s just that… I’m- we’re halfway through this, and I can’t believe everything I did. I could have….”

“No. It was almost impossible to know you were pregnant, love. You would’ve not put yourself in danger at the slight chance….”

“Now what? I don’t want to put the baby at risk, but I can’t stay doing nothing for the rest of the pregnancy. I’m a spider-woman….”

“I know what you’re thinking” Miguel was being so patient. He was listening to you and never letting your hand go.

“Since we started trying… I’ve psyched myself that it could be dangerous. But it’s not gonna be the same. I’m not gonna lose any of you two. Because I know this is correct” Of course, he was afraid, but he committed to letting go of his past and focusing on this present with you. So he would not try to control it and you.

“You’re my lovely wife. I know you, and you’re a strong and perfect woman who will take care of our baby when I can’t be around….” you are shocked. You have to squeeze his hand to confirm you're not dreaming.

He sounds so peaceful, wearing white socks with a hoodie and pants. And he looks that perfect? You had to be dreaming.

“You are taking some weeks to recover from the ankle, the sprain, and one more check to see the baby. Then, low-impact missions, and in the last month, I have you in my office. What do you think?” you nod, smiling. Pushing yourself to sit and hug him and feel his big hands moving across your back.

“Thank you. We love you so much, Miguel…”

We. Oh, he would cry too.

“I love you two so much too. Completely… my whole world…”

“Yeah. No wonder why your plan sounds like you want to have me by your side for the next four months 24/7,” he smiles.

“Maybe that’s the idea…I want my little family with me all the time” You let yourself fall into the pillows again.

You lift your shirt and start poking your flat stomach. Miguel looks at you with curiosity.

“I can’t believe it’s almost six months old, we have a healthy baby, and I don’t have a bump.”

“Well, you look gorgeous as usual. Maybe there’s even a glow on you that I overlooked before”

“It’s my hair, right?”

“Could be…” both of you giggle.

But finally, there’s a time for a kiss. And it feels like bliss like his lips were everything to soothe the confusing thoughts, to feel happy and blessed for the child growing inside you.

His hands sneak through your exposed skin to gently stroke your stomach, hoping to connect with the baby.

He’s going to treasure this new opportunity. He had taken it the first time by marrying you, protecting you but never trying to control you. So he would follow the same recipe for this pregnancy.

From the love you two shared, passion always bloomed.

You felt amazing, so nothing would stop you from having your husband that night. So you started to tangle your fingers through his hair cause it never failed to tease him.

“God… we have to stop, bonita.”

“Why?” You ask with a pout, coming to hug his neck and giving him an annoyed look.

“The baby…”

“The baby has been fine since day one. Want to remember all the things we’ve done in the last five months?” you can swear he’s about to blush. So you giggle.

“You’re gonna be the death of me…” he complains.

But soon, you see his head disappear under the hem of your skirt.

Finally, you exhale with peace and tranquility.

…

Miguel fixes your suit from behind, his own suit already activated. He can hear your heavy breathing and feels slightly guilty because now, with the baby, your breathing could get hatred.

“See? Perfect as usual, mami…” he says, holding your hips, admiring you. He loved seeing his little wife waddling around the HQ with her cute belly and adorable smile. But having her in the HQ, making a moment only for him? It was a blessing.

“We spent at least an hour here; it’s gonna look obvious, Miguel,” you say, ignoring his comments. Your red cheeks, shiny skin, and curled hair could give you away.

Stupid pregnancy hormones.

Since your belly popped out in the seventh month, it felt like a prolonged fertile week that made you feel sexy and loved by your husband. As a result, extreme rounds of sex came like nothing most days.

“Honestly… I don’t care, hermosa,” he admits smiling. You roll your eyes, pinching his hand to annoy him.

“Sometimes you’re insufferable,” he smirks.

“You love me…” he attacks back, and you can’t help but blush like a little girl.

“Yeah, sometimes it scares me how much I do love you” The moment turns soft, as usual, between you and him.

Miguel turns into a giant heart marshmallow for you. All he can think is about how happy you make him.

“Can we have a date on Friday?” You ask with a cute and shy tone.

“Sure, mami. Where do you wanna go?” That fucking nickname. He meant it sweetly and adorably because, in his head, you were already a mommy. Still, he also says it in a hot way to proudly remember you he got you pregnant.

“The library and that new bakery near home” he would never say no to having a date with you. Never.

“You got me, bonita. I’m in the mood for a thriller book and some… What do you call those little cakes?” since you started dating, Miguel would pick one of your books to read together every night. The pastries only came to the scene on the weekends, though.

“Turkish pastries? Stop, I’m getting hungry. Oh, and I don’t mind another memoir, but yeah, I’m into the thriller book too,” he smiles, offering you another sweet smile. Thinking about how much he wants Friday to come and be out with you.

“I have to assign missions with Lyla. I’ll see you in my office. Okay?”

“Okay, amor,” the characteristic pull on his rib appears; he knows he must lean down and kiss you.

It’s slow, passionate, and delightful. His lips are soft despite all the times he had bitten himself with his sharp fangs. He was always so careful to avoid hurting you. He always avoided contact, but that didn’t stop him from playing with the skin of your neck in the most intimate moments.

“We love you…”

“Me too, bonita. I love you two with my whole heart….”

…

Your stomach was painfully churning. You were hungry, and your baby was asking for something too.

Maybe a burger with my husband’s mask printed on the bun. A side of fries with sweet and sour sauce; yeah, that’ll work, you think.

So you are peacefully sitting in the cafeteria. Waiting for Miguel to come back to the HQ and spent the rest of the day with him. Your mask is resting beside your phone and your web shooters.

It was crazy how the pregnancy made you both clingier than ever. His hands never leave your body, especially your belly. You don’t want to be separated from him for long periods. And even your family noticed how close you and Miguel were.

You asked where he went during a family gathering, only to find him drinking a beer with your father. And your aunts said you two were attached to hip… to the max.

“Hey, there’s my favorite spider-mama. Don’t tell Jess!” Peter appeared on your side with his kids; Hobie, Pavitr, Gwen, Miles, and Mayday.

“Hey, guys!” Mayday immediately went after you. Playing with your belly and softly poking at the roundness of it.

“Wow, your skin looks amazing!” Gwen flatters you, which causes a big blush on your face.

“Oh, thank you. I spent some time in the sauna today…” Miguel convinced you to try the least heated sauna room, saying it was good for your aching belly. However, it turned into a wild session of sex with at least an hour of duration. But your friends wouldn’t know that.

“How are you feeling?” Peter asked.

“Fine. You say maybe two more weeks or so…” you rub your belly along Mayday. Her beanie is dirty, and you promise her to clean it up before the day is over.

“I can’t believe you guys don’t know the sex of the baby…” Pavitr commented. You giggle, shrugging.

“I want it to be special. Especially for Miguel… you know his past,” they all nodded. They could see their boss apathetic as usual, barely glancing at them, ignoring their jokes, etc. But every employee of the Spider Society knew Miguel O’Hara had only one weakness; you.

And now that you were pregnant, it was impossible to not notice how Miguel tried to remain calm and be more patient about everything.

“I’m still a little hurt that I wasn’t the first to receive the news,” Peter B. Parker admitted, watching his daughter play with you.

“You left early that day!. You didn’t even know I was injured.”

“Yeah… and I called as soon as I learned the news” You pat his shoulder.

“Oh, Peter. You know you’re one of my best friends. And you’ll be my kid’s godfather,” his eyes sparkled. Everyone laughed at the comment, but Peter was pleased about it.

“I already got something for the kid…” Hobie announced.

“Aww, Hobie!… That’s so sweet, thanks!” their fondness towards you and your baby makes you want to tear up.

“Please, don’t give the child a set of piercings or the book of historic protests like you did with Mayday,” Pavitr prays, looking at his friend. Gwen was laughing so hard that it infected everyone.

However, Hobie had a little guitar full of excellent phrases and stickers he had collected over the months.

“It’s something better,” your punk friend promised.

You really liked spending time with them. It was like a second family that you could enjoy every day.

Then the conversation was all about Pavitr's upcoming big Indian party in Mumbattan. He invited everyone, and you promised to show up with Miguel and the baby.

Then you realized something. You really craved it, being a family of three.

…

A pink box was stuffed with Turkish pastries; 4 pieces of baklava, 2 of basbousa, and a slice of baklava cheesecake.

The sweet woman placed a green ribbon on top of the box, and you squealed out of happiness cause the ribbon matched the pistachio crumbles on the pastries.

“Thank you…” Miguel thanks the woman and follows you toward the exit.

The date was amazing, as usual. Hours spent between bookshelves, stolen kisses, and spending on four books to read in the following months.

“I can’t wait to eat this at home… my mouth is watering, amor,” he chuckled, admitting that these last few weeks, you looked even cuter with your bump and emotional attitude.

“Yeah, give me the box. Or else there won't be any cake left before we arrive home” Frowning, you hand him the box. The way to the parking lot is quiet.

But there’s a pair of big smiles on both of your faces.

The whole day you’ve felt tremendous pressure on your lower belly, nothing painful, but the feeling was weird. Only two weeks left, and then…poof!!, the baby was here.

A heavy noise disconcerted you. And when you looked to your left, Miguel had bumped himself with a lamppost.

Your heavy laughs are all it can be heard isn’t the parking lot after that.

“Stop laughing. I was taking care of you, not stumbling with the bags and your belly” he heard you let out a long oww before continuing to laugh. His spider sense was worse since he learned you were pregnant, always taking care of you. His eyes never leave you, alert in case of anything.

He’s annoyed but smiles at the sight of you being so happy.

Until…he noticed something on your pants. There was a big spot; it certainly looked like…

“Bonita…I think-I think you just….” As you follow his words, you look down to see why your pants and underwear feel drenched.

And once again, you’re laughing.

“Oh my god, Miguel. I think I just…” you peed on yourself for laughing so hard. You’re embarrassed, but still, you find the humor to find it funny. Miguel gets closer and takes the bags of books and your purse from your hands, finally laughing too.

“This is what happens when you make fun of your husband…” he opens the car door for you, and you only send him a lousy look before he keeps smiling. When you accommodate on the seat, your disgusted face worries Miguel. He leans to inspect you better.

“What? What is it, mi vida?” Your discomfort grows, and your hands travel to your lower belly. Seconds later, your eyes pop open in shock.

“Oh god. I don’t think it was pee after all…” you reveal, looking at your husband. His eyes also open in shock, and he starts breathing heavily.

He starts walking in little circles between the space of your car and the neighbor from the parking lot.

All he can think about is that a little human is trying to get out of you.

His life is about to change. All he ever wanted was going to be complete. He had to be strong for you and put his trauma away, like during the pregnancy.

“Okay. Does it hurts now?” He asks, returning to kneeling and looking you in the face.

You shake your head, not even knowing how you feel.

“Not really. I just feel like there’s something stuck inside me and-“

“And?” He urges you.

“And I want to push it out…” he nods, already feeling sweat on his forehead. He leans to kiss your forehead and hold your hands.

“Activate your suit, bonita. We need to go back to the HQ…”

“WHAT? NO… Just take me to a normal hospital, Miguel,” you say, trying to calm down.

“We can’t. Doctor Spider-man has been treating you since we found out. He’ll know better….”

“But…”

“Mami, you’ll have to deliver this baby soon. The best place to do it is in the HQ. You know it, right?” Slowly, you end up nodding.

He makes you look at your watch and activate your suit.

You don’t even feel when your soaked clothes are gone and you are in the suit's skin. You just feel like some beach ball was stuck inside your mouth, but everything happening on your cervix.

Miguel also activated his suit, including his mask. You shake your head at the sight.

“Oh no, fuck no. I'm not wearing the mask…” he sighs. Miguel is doing everything to not panic and not stress you. Even when he feels surprised you are handling the dilatation very well, he knows he can’t panic you too.

“Okay, don’t wear the mask. Can you stand up?…” you do your best, but it’s impossible to stand straight anymore. You must lean a little and open your legs to soothe the intense pressure on your pelvis.

“It’s okay, mami. We’ll be home with our baby in a blink of an eye.”

“Yeah, I don’t think so, Miguel” Your sarcasm signals him to hurry, so he opens a portal and helps you enter.

…

The room's wide window is like a living landscape, with the futuristic sight of cars and bright lights from skyscrapers.

There were no curtains because no one could see what was happening inside.

You were lying on the hospital bed that night, trying to push out a baby.

“I can’t do this…” you sob. It’s not even that painful (thankfully). The discomfort of the little human sliding out of you very slowly.

“Yes, you can. You are already done, bonita.” Miguel encourages you, which makes you roll your eyes.

“No. I mean-I can do this, just not on this bed…” your husband looks confused, but you ignore him to turn to Doctor Spider-man.

“You can try on your feet,” the doctor speaks through his mask. You nod, and with Miguel’s help, you end up on the edge of the bed; instantly, you feel the pressure of your baby slightly better.

You hear the doctor’s instructions, and even Miguel is in a position to help to catch the kid. You hold onto his broad shoulders to support yourself. Then, after three more big pushes, you feel it…the baby is out.

“We got it,” Miguel hears the doctor say, and a wave of soft cries instantly starts to echo across the room.

Desperation floods Miguel, who wants to see his baby and know everything is fine.

As the doctor cuts the cord and makes Miguel help you to lay on the bed again, he can’t stop kissing your forehead.

“Thank you, y/n. Thank you so much,” you nod, feeling tears in your eyes.

“Congratulations, it’s a girl,” officially, there are tears in your husband’s eyes. Doctor Spider leaves, saying he will come back with some papers and to help you.

He thinks Gabriella must’ve been very happy to have a little sister.

“Here you go…,” and everything is a comfortable silence once the baby is in your arms.

She’s tiny, with sun-kissed skin like his father, brown matted hair, and grey eyes that will eventually turn into chocolate like his father’s.

Her eyes are slightly open, she looks like she’s yawning, and her little tongue pokes out occasionally.

“Look, Miguel…” he leans to inspect his daughter closer.

He’s in love with her, and he’s beyond in love with you. He would always thank you for giving him a second chance to be a father.

“Oh, I’m in love again. She’s perfect, amor,” you sob, kissing the baby’s tiny head.

“I can’t believe this… I had nothing. Then I found you. And now…suddenly, we have a baby,” he confessed, caressing her rosy cheek.

“How do we name her?” He asks again.

“I want something related to her father’s name…”

“Are you sure, bonita?” You nod. After all, Miguel deserved it, and you wanted to do it for him.

“Yeah. Magalí, Marina, and Magdalena have been in my mind” his smile lights up with your last option, easily looking at her baby with that name.

“I like Magdalena…”

“Then… hello, baby Magda” you coo at your daughter, feeling her soft skin and plump cheeks.

“Your mommy and I love you so much, baby” Miguel’s hand comes to take yours, and together, you’re admiring your baby girl.

Doctor Spider enters after a knock on the door, holding a little binder.

“Okay, we’re cleaning her and healing you….” he announces. He adds that you’ll be fine in three weeks with a good recovery and that the baby was healthy. Miguel is so thankful and happy. He can barely hide his smile from his coworker.

“But before that… Lyla wants me to congratulate you two and ask if she can spread the news. Everyone is asking for this little family,” you smile. Spider plushie and Lego Spider-Man must be very worried and spider cat. You want to see your friends soon.

“No. We don’t want to share-“

“Miguel.” You scold him, give him a bad look, then look down at your daughter, smiling again.

“Yes, you can tell Lyla to share the news,” the AI appears before you. Her eyes open at the sight of the new addition of the HQ.

“Oh-great. And- OH MY GOD, SHE’S SO CUTE” Miguel instantly rolls his eyes, looking at Lyla moving in front of her tiny daughter and simulating touching her. There’s a little pink headband with a flower in Magdalena’s little head, which doubles how cute she looks.

“Thanks, Lyla…”

“Peter and Pavitr are on their way already. Probably the others will be joining us later” You nod once again. Feeling so welcomed and accepting that Miguel was right.

It was the best idea to give birth to your daughter in the HQ.

“Great. More visits!…” Miguel complains with a big load of sarcasm.

“Sorry…see ya later. ” with that, Lyla disappears.

“Ay, mami. You don’t know what you’ve done” Miguel can hear everyone talking about him and you and the baby. Having all his annoying coworkers asking questions and grabbing his daughter. However, he knows that will make you happy.

“Miguel, don’t be like that. This day is special… but we have our whole lives to have a family moment… just the three of us” he knows you’re right. So he sighs, letting a smile appear on your face.

“Right, yeah. You’re right…”

“I know. Now give me a kiss…” as his lips collide with yours, he takes baby Magda from your arms. She’s light as a feather, beautiful, and Miguel can’t think about ever putting her down in your arms again.

“I love you so much, hermosa. And that will never change…”

“Oh, Miguel. You and Magda are my full happiness now. I love you too.”

Miguel feels complete. He had his daughter in his arms; you on his lips.

And he hoped to treasure that feeling… forever.

______________________________________

Can we think about how baby Mayday and baby Magda are going to be BESTIES now?!?! *sobs*

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