#ai medicine

[getmoneymethods]

Future of AI: Predictions and Trends in Artificial Intelligence

Introduction: Exploring the Exciting Future of AI

Artificial Intelligence (AI) has become an integral part of our lives, revolutionizing the way we work, communicate, and interact with technology. As we delve into the future of AI, it is essential to understand the predictions and trends that will shape this rapidly evolving field. From machine learning to predictive analytics, natural language processing to robotics, and deep learning to ethical considerations, the possibilities seem limitless. In this article, we will explore the exciting future of AI and its potential impact on various industries and aspects of our lives.

The Rise of Machine Learning: How AI is Evolving

Machine learning, a subset of AI, has been a driving force behind the advancements we have witnessed in recent years. It involves training algorithms to learn from data and make predictions or decisions without explicit programming. As we move forward, machine learning is expected to become even more sophisticated, enabling AI systems to adapt and improve their performance over time.

One of the key trends in machine learning is the rise of deep learning, a technique inspired by the structure and function of the human brain. Deep learning algorithms, known as neural networks, are capable of processing vast amounts of data and extracting meaningful patterns. This has led to significant breakthroughs in areas such as image recognition, natural language processing, and autonomous vehicles.

Predictive Analytics: Unleashing the Power of AI in Decision-Making

Predictive analytics, powered by AI, is transforming the way organizations make decisions. By analyzing historical data and identifying patterns, AI systems can predict future outcomes and provide valuable insights. This enables businesses to optimize their operations, improve customer experiences, and make data-driven decisions.

In the future, predictive analytics is expected to become even more accurate and efficient, thanks to advancements in machine learning algorithms and the availability of vast amounts of data. For example, AI-powered predictive analytics can help healthcare providers identify patients at risk of developing certain diseases, allowing for early intervention and personalized treatment plans.

Natural Language Processing: Revolutionizing Human-Computer Interaction

Natural Language Processing (NLP) is a branch of AI that focuses on enabling computers to understand and interact with human language. From voice assistants like Siri and Alexa to chatbots and language translation tools, NLP has already made significant strides in improving human-computer interaction.

In the future, NLP is expected to become even more advanced, enabling computers to understand context, emotions, and nuances in human language. This will open up new possibilities for virtual assistants, customer service bots, and language translation tools, making communication with technology more seamless and natural.

Robotics and Automation: AI's Impact on Industries and Jobs

AI-powered robotics and automation have the potential to revolutionize industries and reshape the job market. From manufacturing and logistics to healthcare and agriculture, robots and automated systems are already making significant contributions.

In the future, we can expect to see more advanced robots capable of performing complex tasks with precision and efficiency. This will lead to increased productivity, cost savings, and improved safety in various industries. However, it also raises concerns about job displacement and the need for reskilling and upskilling the workforce to adapt to the changing job landscape.

Deep Learning: Unlocking the Potential of Neural Networks

Deep learning, a subset of machine learning, has gained immense popularity in recent years due to its ability to process and analyze complex data. Neural networks, the foundation of deep learning, are composed of interconnected layers of artificial neurons that mimic the structure of the human brain.

The future of deep learning holds great promise, with potential applications in fields such as healthcare, finance, and cybersecurity. For example, deep learning algorithms can analyze medical images to detect diseases at an early stage, predict stock market trends, and identify anomalies in network traffic to prevent cyberattacks.

Ethical Considerations: Addressing the Challenges of AI Development

As AI continues to advance, it is crucial to address the ethical considerations associated with its development and deployment. Issues such as bias in algorithms, privacy concerns, and the impact on jobs and society need to be carefully considered.

To ensure the responsible development and use of AI, organizations and policymakers must establish ethical guidelines and regulations. Transparency, accountability, and inclusivity should be at the forefront of AI development, ensuring that the benefits of AI are accessible to all while minimizing potential risks.

AI in Healthcare: Transforming the Medical Landscape

AI has the potential to revolutionize healthcare by improving diagnosis, treatment, and patient care. From analyzing medical images to predicting disease outcomes, AI-powered systems can assist healthcare professionals in making more accurate and timely decisions.

In the future, AI is expected to play an even more significant role in healthcare. For example, AI algorithms can analyze genomic data to personalize treatment plans, predict disease outbreaks, and assist in drug discovery. This will lead to improved patient outcomes, reduced healthcare costs, and enhanced overall healthcare delivery.

Smart Cities: How AI is Shaping Urban Living

AI is transforming cities into smart, connected ecosystems, enhancing efficiency, sustainability, and quality of life. From traffic management and energy optimization to waste management and public safety, AI-powered systems can analyze vast amounts of data and make real-time decisions to improve urban living.

In the future, smart cities will become even more intelligent, leveraging AI to optimize resource allocation, reduce congestion, and enhance citizen services. For example, AI-powered sensors can monitor air quality and automatically adjust traffic flow to reduce pollution levels. This will lead to more sustainable and livable cities for future generations.

AI in Education: Enhancing Learning and Personalization

AI has the potential to revolutionize education by personalizing learning experiences, improving student outcomes, and enabling lifelong learning. Adaptive learning platforms powered by AI can analyze student data and provide personalized recommendations and feedback.

In the future, AI will play a more significant role in education, enabling personalized learning paths, intelligent tutoring systems, and automated grading. This will empower students to learn at their own pace, bridge learning gaps, and acquire the skills needed for the future job market.

Cybersecurity: Battling the Dark Side of AI

While AI offers numerous benefits, it also poses significant challenges in the realm of cybersecurity. As AI becomes more sophisticated, cybercriminals can exploit its capabilities to launch more advanced and targeted attacks.

To combat the dark side of AI, cybersecurity professionals must leverage AI-powered tools and techniques to detect and prevent cyber threats. AI algorithms can analyze network traffic, identify patterns of malicious behavior, and respond in real-time to mitigate risks. Additionally, organizations must invest in cybersecurity training and education to stay ahead of evolving threats.

Conclusion: Embracing the Future of AI and Its Limitless Possibilities

The future of AI is filled with exciting possibilities that have the potential to transform industries, enhance our daily lives, and address some of the world's most pressing challenges. From machine learning and predictive analytics to natural language processing and robotics, AI is evolving at a rapid pace.

However, as we embrace the future of AI, it is crucial to address ethical considerations, ensure transparency and accountability, and prioritize inclusivity. By doing so, we can harness the power of AI to create a better future for all.

As AI continues to advance, it is essential for individuals, organizations, and policymakers to stay informed about the latest trends and developments. By understanding the potential of AI and its impact on various sectors, we can make informed decisions and leverage its capabilities to drive innovation and positive change.

The future of AI is bright, and by embracing it with an open mind and a focus on responsible development, we can unlock its limitless possibilities and shape a better future for generations to come.

[cfserkgk]

I don't know, I think Maomao and Haibara would be friends (ft. modern AU Maomao).

[daily-yttd-something]

Day 162: he can send email

[puppyeared]

Next time we invent life changing technology we cant let capitalists get their hands on it

[solara-bean]

Jut found out that the full Touchstarved game might not be out till 2025 so here's a scenario I imagined with Ais. Has the others interact with mc too, but Ais is the main love interest. Hope this doesn't feel too much like my oc. I chose the Unnamed route so that may be brought up.

Worth The Trouble ( Ais x GN Reader )

( Content Warning: Violence, Blood, cursing, Ais being Ais, Remember what he did to that guy in the demo )

MC = Y/N ( I'm too tired from finals to type the slash, sorry 😭)

It started off as a normal day in Eridia, or at least as peaceful as things could be in the hellscape of a city. MC went to the market for some light grocery shopping, their small tote bag half full, when a group of kids zoomed past them. For a flash they could see that the kids' arms were full of produce, a few stray fruits leaving a trail in their wake. It was mere seconds before an enraged yell from a man was heard.

" Get back here you little shits!!!" the a man, a local produce seller, barreled down in the kid's direction. Nearly knocking down passersby, MC included.

One of the smaller kids tripped, dropping all of their stolen goods. They called to their friends for help but it was too late. The seller had already grabbed them by the collar like a stray puppy.

" Stupid maggot! I'll show you what happens to thieves around here!!" He pulled back his meaty fist to strike them.

Without thinking, MC ran to grab his wrist before the blow landed.

" Hey! That's going way too far."

The seller looked down at them and snarled.

" Stay out of this! This is between me and this little thief here."

" I get that but look at them." MC pointed to the kid's dirty clothes that were holding on by threads. " Clearly they aren't stealing for the fun of it. Can't you let them go?"

The seller scoffed at them, foul breath fanning their face. Thankfully they held back their disgust.

" I'm not running a charity. If the kid wants to eat the kid's gotta pay."

MC thought for a moment as they stared at the child, who was still curled in a protective ball. Although their face was covered, it was clear by their trembling that they were crying. MC immediately remembered all the times they'd been hungry and in need after they fled the temple. While they survived they couldn't imagine doing so at this child's age. How long had they been suffering?

" I'll do it."

" Do what?"

" Pay." MC reached into their cloak and pulled out their coin purse. " I've got plenty to spare." which wasn't true but they'd manage. The seller gave them a long, calculated glare before sighing.

" Fine."

He put the kid down. They gave a quick glance to the seller then the MC before grabbing their haul and scurrying off to where the rest of the group went. MC wasn't expecting a thank you, but the last look the kid gave to them over their shoulder was enough.

" Ok," MC counted the coins in their palm, leaving the purse nearly empty. " Will this be enough?"

The seller took the coins. Counting each while scratching his stubbly chin.

" Yeah, almost..."

MC looked at him confused. They were sure that they gave him much more than his nearly, spoiled produce was worth. They almost didn't notice his arm go up. But they did feel the strike across their face. Everything went white for a moment as they stumbled. Pain flared over the entirety of the right side of MC's face. They pressed their palm to it and whipped their gaze back to the seller stunned.

" What the fuck is your problem??!!" they shrieked at him.

" Don't look so confused. You said you'd pay for everything. That includes punishment. " He let out a dark chuckle and walked pass them. " Maybe think twice next time you wanna be someone's savior."

MC gawked at his back. What kind of asshole pulls a stunt like that. He got his money fair and square. Clearly he just wanted a reason to cause someone harm. They wanted to let it go and move on but crap that hit really hurt. His hands were big enough to crush their skull and they were pretty sure that his ring cut their cheek. There was no way they were gonna let him walk away so easily.

" Hey!"

The seller turned around and was met with a fist right to the nose. He reeled back, giving MC enough time to land a kick to his kneecap. He fell to the city floor with the gracefulness of an old dying ox, MC's coins going down with him. They grabbed a handful of them before making a break for it back to the Wet Wick.

Out of breath, energy, half their coins and what little faith they had in humanity, all MC wanted to do was go to sleep in their room and maybe have some of their scraps for dinner. It could've been made into a full meal but they hadn't realized they'd dropped their tote bag until it was too late. Thankfully, the bar sounded empty from the outside, so at least they could avoid the headache of possibly socializing.

" Hey sparrow."

Shit.

There right in his usual spot at the bar sat Ais, accompanied by Vere and Leander.

" Hey Ais..." they said weakly, pulling up their hood even more to hide the blooming bruises.

" Um Excuse me. I'm here too dear. Goodness has being here already dulled your manners?" came Vere, tail playfully swaying.

" Hey Vere." they said quickly as they tried to flee to their room, but that would've been to easy.

" Oh MC how was the market did you get anything good?" Leander asked, conveniently getting in front of them and blocking their path. They didn't look up at him and did their best not to adjust their hood again.

" Yeah, yeah it was good."

" But where's your tote ba-"

" It's getting late I'll see you guys later." MC swerved around him, nearly home free.

" Sparrow."

They stopped. Ais' piercing gaze burning into their back.

" Come here, please." he instructed in a soft yet stern tone. They couldn't resist him. He'd only pry more if they did, so reluctantly they sat next to him, avoiding eye contact.

" Take off your hood."

They stayed still. The air filled with a tense silence.

" Ais come one. They've probably had a long day. I'm sure their fi-" Lenader nearly choked when MC took their hood off. " What the hell happened?! Are you ok?!"

" Obviously not." Vere scoffed. " Thought I smelled blood but that's nothing new for you. Do tell, what mess have you found yourself in this time, MC?"

MC let out a tired sigh. Leander's worrying and Vere's teasing made for a sickening combo on an already shitty afternoon.

" It's nothing. I just ran into a bad guy at the market. Nothing interesting." They were about to get up to leave when Ais' hand was placed firmly on their shoulder.

" Humor us would ya? What really happened?" While the slight smile on his face was meant to be assuring, MC knew he was up to no good.

" Really it's nothing. I just saw some kids steal some food and one of them got caught by the seller. So I thought hey why not be nice and help this clearly starving child. But nope! As usual the situation blew up in my face. Apparently coins weren't enough payment for the guy so he- " They mimicked the back-handed slap motion they'd been a victim to. " The asshole didn't even have the decency to warn me first, so I thought it was only fair to get in a few blows in myself then run like hell before things got too heated. So yeah that's it. Nothing special."

After what they hadn't meant to be a ramble there was another thick silence. Crap maybe I said too much. Then a low chuckle came from beside them. Oh good Ais found the story amusing, maybe they were worried for nothing. But that was quickly put aside when they turned to look at him.

His grin was downright dangerous. Fangs gleaming and all. His eyes were even worse, glowing with a bloodlust that would scare a soulless shitless.

" I'll be right back." he said, getting up from his seat and stretching out his tired joints with a pop.

" Ais." Leander warned. " Let's think about this, ok buddy."

" Nothing to think about. Now," He stood in front of MC and leaned down to their level. " Which seller was it?"

MC felt their pulse quicken. Not just from being at eye level with Ais, but also from the immense violent aura he began to exude.

" Really Ais it's fine. I hit him pretty hard so we're even."

" I'm sure you did. But this is purely for my own selfish vices. I can't rest easy knowing this jackass is going around threatening kids and hitting customers. So who was it?"

" Ais. It's not worth the trouble just let it g-"

Ais' hand swiftly taken ahold of their chin. With a gentleness that greatly contrasted his character, he tilted MC's face to better examine the damage. They couldn't help the heat that rose within them.

" Plenty worth the trouble to me." He tilted their head back to face forward. " Who was it, MC."

Maybe it was the softness of his tone or the way he said their name instead of Sparrow, but they confessed. Even down to what stalls the seller's had been next to. He gave them a small, genuine smile and went on the hunt.

" Well, there's no stopping him now. Let's get some ice on that bruise, hm." Leander went around the counter, paying no mind to MC's breathless expression. In no time he came back with clean rag and another with ice inside. " Alright let me see."

Before he could attend to their face, Vere cut in.

" Leander, didn't the doctor leave some magic elixir or whatever for minor injuries in the backroom?"

" Oh you're right. He did. I should go get it."

" Yes you should." Vere smiled sweetly then frowned once Leander was out of sight. " Good I couldn't tolerate him for much longer without Ais here."

" Don't get too excited, he'll be back soon." MC reminded him.

" No he won't," Vere swiped the rag that Leander left on the counter near the ice bag before turning back to them with a mischievous smirk. " I poured those nasty medicine bottles out weeks ago."

MC gawked at him.

" Why would you do that? What if someone needed those?"

" What like you? Don't be such a baby you'll be fine. Now hold still. I can only take so much of you blood smelling up the place."

With a similar gentleness as Ais, Vere took hold of their chin and began to dab the blood away from the cut that was already beginning to close. MC didn't have the energy for anymore shock today, so they relished in the care.

" You know. This pacifist act you're playing won't do you any good in this city"

MC sighed and grabbed the ice bag to put on their bruise once he was done with the cut.

" I'm not a pacifist. Trust me I've got nothing against that jerk getting what he deserves. I just don't want Ais to get in any trouble because of me."

" Hmph, now why would Ais get in trouble?"

" Because, he's a monster. What if the Senobium punishes him for being too violent?"

Vere hummed to himself. He carelessly tossed the bloody rag on the floor and leaned back against the counter, tail swishing languidly.

" Oh don't fret dear. The Senobium's too up their own asses to care about a few lowtown brutes getting torn apart. Besides I highly doubt Ais would do anything so dreadful as to get a punishment like mine. And if he did..." Vere's eyes turned a bright pink, his fangs seemed longer as well. " I'd tear this city to the ground before they laid a finger on him."

MC just stared at him for a while. The primordial fear in their gut was unmistakable, but they couldn't help but feel a bit relieved.

" Well I'm glad Ais has a friend like you to look after him."

The fox scoffed.

" I'm not his friend."

A bit confused by that response, they were sure he was joking. The duo seemed as close as Mhin and Kuras if not more.

" Ok then I'm glad you're his very close, foxy furry acquaintance."

Vere's ears went down as he scowled at them.

" I can break you like a twig. Don't forget that."

They merely chuckled at that although they weren't entirely sure if he was serious or not.

" Sorry for the wait!" Came Leander's chipper voice. He rejoined the two with a small container of bandaids and a bottle of unknown liquid. " Took me forever to find this elixir. I could've swore we had more bottles. Thankfully, I always stash a spare."

" Wow how great is that Vere." MC gave him an innocent smile that in turn got them glare. Vere definitely meant that threat now.

----

Ais arrived back at the bar late into the night. He wreaked of blood despite his best efforts to clean himself. He didn't want to make another bad impression on his new...new friend? Acquaintance? Whatever they were he wanted them around him more often. Which would be hard if they were scared of him. Did he scare them before when asking about the seller? They seemed nervous, but most people were around him, especially after knowing about his brutal tendencies.

Perhaps they didn't mind. He got a good look at the seller's broken nose, and what he could assume was an injured knee that made it all the easier to catch and corner him. The sparrow really did have a tough side after all. He was almost sad that he sullied their work with his own. No one would suspect that what was left of the asshole was the handiwork of two pissed off individuals. Maybe returning their tote bag full of goods and the coins that he'd swiped from the guy's pockets would be a good enough apology gift.

The barkeep was cleaning shot glasses when he arrived. Out of no where a wave of unease hit him. Maybe he came back too late and should just leave their stuff here.

" Got something for MC. Can you give it to them for me?"

The barkeep only spared him a quick glance.

" Do I look like a delivery boy? Drop it off at their door yourself, I'm busy." She replied with a bitterness that he always found amusing.

" Yes ma'am."

He was in front of their door when the doubt came back, sweaty palms too. What the hell was he nervous for? He doesn't get nervous. This was just a small favor for a frien-aquaintance. Just put the stuff down and go. But what if someone took it? Maybe he should see if they're awake first. Maybe not what if he wakes them up.

Annoyed by his rambling thoughts he did least smart thing and opened, which should've been locked, door. It was dark inside, aside the moonlight from a small window. His higher than average vision could make out a small bed with a lump under the covers. Next to it was a dresser. He made his way to it quietly, mentally cursing the metal on his boots for the creaks they made in the floorboards.

Finally at his destination, he set the tote bag and coins on the dresser and turned to leave. But curiosity got the best of him. He snuck a peak at MC and it was all over. The covers were up to their nose. There was a small bandage on their cheek. The bruising seemed to have healed a bit. Ais had never seen them look so peaceful. It was actually pretty cute. Then he realized how creepy this whole situation was and made his way to the door.

" Ais...?"

Shit!

He stopped mid step, looking over his shoulder at them. Their eyes were barely open and their voice was quiet and soft.

" That you?"

He sighed.

" Yeah it's me sparrow. Don't worry just wanted to return your bag. I'm leaving, go back to sleep." he kept walking.

" Are you ok?"

He stopped again, wide eyed.

" What?" he asked.

They yawned.

" I smell blood."

Oh, he thought. They were worried about him? That's actually really sweet. When was the last time anyone got worried for him? Vere and Kuras maybe. But they knew he could handle himself. It's what's he's good at. Looking out for himself when no one will. When everyone else leaves eventually.

But maybe MC wanted to stick around.

He smiled, unsure if they could see his face so he made sure they could hear it in his voice.

" I'm just fine sparrow. It's not my blood you're smelling."

They smiled back before yawning again.

" Good. Well see ya later I guess..."

They curled back into their blanket and pillow, already drifting. He took in the sight one last time before leaving and closing the door.

" Yeah see ya later."

The barkeep and every wander through the night had no idea why the feared demon renegade, Ais, had the softest smile on his face all the way back to the wastelands.

[aivoluptulicious]

An experienced pharmacy clerk, feeling hot in the aisle. Doubling down on medicine?

[peoplegettingreallymadatghosts]

Tumblr what are your ads doing

[mindblowingscience]

Genome sequencing technology provides thousands of new plant genomes annually. In agriculture, researchers merge this genomic information with observational data (measuring various plant traits) to identify correlations between genetic variants and crop traits like seed count, resistance to fungal infections, fruit color, or flavor. However, the grasp of how genetic variation influences gene activity at the molecular level is quite limited. This gap in knowledge hinders the breeding of "smart crops" with enhanced quality and reduced negative environmental impact achieved by combination of specific gene variants of known function. Researchers from the IPK Leibniz Institute and Forschungszentrum Jülich (FZ) have made a significant breakthrough to tackle this challenge. Led by Dr. Jedrzej Jakub Szymanski, the international research team trained interpretable deep learning models, a subset of AI algorithms, on a vast dataset of genomic information from various plant species. "These models not only were able to accurately predict gene activity from sequences but also pinpoint which sequence parts contribute to these predictions," explains the head of IPK's research group "Network Analysis and Modeling." The AI technology which the researchers applied is akin to that used in computer vision, which involves recognizing facial features in images and inferring emotions.

Continue Reading.

[bruharu]

Can you draw Medicine Pocket?

Here you go

Btw as you can see I'm open for requests if you wanna share some idea/discuss somethin/see a character in my style, I don't mind!! I love checking these

[cbirt]

Researchers at the University of Lucerne utilized molecular imaging to evaluate the expression of certain regions of the human genome. The imaging techniques are part of an AI pipeline that involves human-robot cooperation using deep learning-based artificial intelligence (AI) tools. This would link discrete genes to the diseases that they could possibly be responsible for. The researchers cross-referenced RNA-seq data that had been collected from a large pool of individuals to data retrieved from what the researchers term the ‘Imageable Genome.’ They discovered imageable genes that can serve prognostic and diagnostic purposes.

Why is molecular imaging important?

The main goal of modern medicine is to understand the underlying causes of human diseases on a molecular level in order to curate the appropriate therapeutic method targeted toward specific diseases. To accomplish this, it is important to make sure that any treatment or cure that has been proven to be effective in a laboratory setting is moved forward to be tested in clinical trials and to ensure further that the required medication is delivered to those patients who need it the most as soon as possible. This work has been made easier through the use of various methods of molecular imaging.

Molecular medicine made its inception with a seminal paper on sickle cell anemia presented by Linus Pauling and has since accelerated the advent of molecular medicine in treating human diseases as well as preventing them. We learned more about the genetic causes of diseases when the Human Genome Project (HGP) finished decoding the entire human genome in 2003.

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[kuraiummei]

not just

no

but

hell no

to this idea:

@healthtechai

I'm not sorry, fuck right off with your AI in medicine okay? "AI integration" in my google docs spell check has made it STUPID. I get spelling and grammar correction squiggles that are blatantly wrong. I get tense corrections that are wrong. I have gotten spelling suggestions where it wants me to spell received as recieved. I recently got caught in a loop where it wanted to fix 'bemoaned' to 'primrose' AND 'primrose' to 'bemoaned' so that NEITHER was ever accepted as correct.

AI??? When people's LIVES are on the line??? NO.

[snzai]

A woman has a fever, she is standing in line at the pharmacy, she is wearing a jacket, a handkerchief is sticking out of her jacket pocket, she feels very bad, she blows her nose into a plaid handkerchief

[venacoeurva]

What is with those random accounts like [insert a few random words here]-blog just popping up flooded with machine fabricated images. Are they the new spam bots, because if so they've finally found a spam bot more annoying than the p[]rn ones: silicon valley type machine learning bros...

[fortunaestalta]

[especiallyhaytham]

My fatal flaw is thinking I could bust out a 1,200 word scientific research essay THE DAY IT'S DUE because I've definitely written that much gay fanfiction in the span of like, 3 hours

[kafkasapartment]

These simulated cerebral constructs actually evolve in complexity. And as ethical concerns have started, scientists and governments are debating the future of humanness and the juncture where neural tissue transforms into personhood. Some bright people could figure out the ethical issues right up to the moment equal weight be given the opinion of people who think vaccines contain nanobots capable of mind control.