Jay Shah
Jay Shah
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Role of Large Language Models in AI-driven medical research | Dr. Imon Banerjee
Dr. Imon Banerjee is an Associate Professor at Mayo Clinic in Arizona, working at the intersection of AI and healthcare research. Her research focuses on multi-modality fusion, mitigating bias in AI models specifically in the context of medical applications & more broadly building predictive models using different data sources. Before joining the Mayo Clinic, she was at Emory University as an Assistant Professor and at Stanford as a Postdoctoral fellow.
Time stamps of the conversation
00:00 Highlights
01:00 Introduction
01:50 Entry point in AI
04:41 Landscape of AI in healthcare so far
06:15 Research to practice
07:50 Challenges of AI democratization
11:56 Era of Generative AI in medical research
15:57 Responsibilities to realize
16:40 Are LLMs really a world model?
17:50 Training on medical data
19:55 AI as a tool in clinical workflows
23:36 Scientific discovery in medicine
27:08 Dangers of biased AI models in healthcare applications
28:40 Good vs Bad bias
33:33 Scaling models - current trend in AI research
35:05 Current focus of research
36:41 Advice on getting started
39:46 Interdisciplinary efforts for efficiency
42:22 Personalities for getting into research
More about Dr. Banerjee's lab and research: labs.engineering.asu.edu/banerjeelab/person/imon-banerjee/
About the Host:
Jay is a PhD student at Arizona State University.
Linkedin: www.linkedin.com/in/shahjay22/
Twitter: jaygshah22
Homepage: www.public.asu.edu/~jgshah1/ for any queries.
Stay tuned for upcoming webinars!
***Disclaimer: The information contained in this video represents the views and opinions of the speaker and does not necessarily represent the views or opinions of any institution. It does not constitute an endorsement by any Institution or its affiliates of such video content.***
Переглядів: 398

Відео

How Google Maps use AI to improve travel time predictions in real time! #graphanalysis #ailearning
Переглядів 1205 місяців тому
How Google Maps use AI to improve travel time predictions in real time! #graphanalysis #ailearning
How Google Maps uses AI to improve travel time predictions
Переглядів 1765 місяців тому
Full conversation with Peter: ua-cam.com/video/oNEE7jKYjc4/v-deo.html Dr. Petar Veličković is a Staff Research Scientist at Googe DeepMind and an Affiliated lecturer at University of Cambridge. He is known for his research contributions in graph representation learning; particularly graph neural networks and graph attention networks. At DeepMind, he has been working on Neural Algorithmic Reason...
Algorithmic Reasoning, Graph Neural Nets, AGI and Tips to researchers | Petar Veličković
Переглядів 1,3 тис.6 місяців тому
Dr. Petar Veličković is a Staff Research Scientist at Googe DeepMind and an Affiliated lecturer at University of Cambridge. He is known for his research contributions in graph representation learning; particularly graph neural networks and graph attention networks. At DeepMind, he has been working on Neural Algorithmic Reasoning which we talk about more in this podcast. Petar’s research has fea...
Combining Vision & Language in AI perception and the era of LLMs & LMMs | Dr. Yezhou Yang
Переглядів 6596 місяців тому
Dr. Yezhou Yang is an Associate Professor at Arizona State University and director of Active Perception Group at ASU. He has research interests in Cognitive Robotics and Computer Vision, and understanding human actions from visual input, and grounding them by natural language. Prior to joining ASU, he completed his PhD from University of Maryland and his postdoctoral at Computer Vision Lab and ...
Risks of AI in real-world and towards Building Robust Security measures | Hyrum Anderson
Переглядів 2379 місяців тому
Dr Hyrum Anderson is a Distinguished Machine Learning Engineer at Robust Intelligence. Prior to that he was Principal Architect of Trustworthy Machine Learning at Microsoft where he also founded Microsoft’s AI Red Team; he also led security research at MIT Lincoln Laboratory, Sandia National Laboratories, Mendiant and was Chief Scientist at Endgame (later acquired by Elastic). He’s also the co-...
Being aware of Systematic Biases and Over-trust in AI | Meredith Broussard
Переглядів 15610 місяців тому
Meredith is an associate professor at New York University and research director at the NYU Alliance for Public Interest Technology. Her research interests include using data analysis for good and ethical AI. She is also the author of the book “More Than a Glitch: Confronting Race, Gender, and Ability Bias in Tech” and we will discuss more about this with her in this podcast. Time stamps of the ...
Working at DeepMind, Interview Tips & doing a PhD for a career in AI | Dr. David Stutz
Переглядів 8 тис.10 місяців тому
Part-2 of my podcast with David Stutz. (Part-1: ua-cam.com/video/J7hzMYUcfto/v-deo.html) David is a research scientist at DeepMind working on building robust and safe deep learning models. Prior to joining DeepMind he was a PhD student at Max Plank Institute of Informatics. He also maintains a fantastic blog on various topics related to machine learning and graduate life which is insightful to ...
Negotiating Higher Salary for AI & Tech roles after Job Offer | Jordan Sale
Переглядів 62110 місяців тому
Rora helps top AI researchers and professionals negotiate their pay often as they transition from academia into industry. Moving into tech is a huge transition for many PhDs and post-docs the pay is much more significant and the terms of employment are often quite different. In the past 5 years, the Rora team has helped over 1000 STEM professionals negotiate more than $10M in additional earning...
Part-1 Adversarial robustness in Neural Networks, Quantization and working at DeepMind | David Stutz
Переглядів 86310 місяців тому
Part-1 of my podcast with David Stutz. (Part-2: ua-cam.com/video/IumJcB7bE20/v-deo.html) David is a research scientist at DeepMind working on building robust and safe deep learning models. Prior to joining DeepMind he was a PhD student at Max Plank Institute of Informatics. He also maintains a fantastic blog on various topics related to machine learning and graduate life which is insightful to ...
Promises and Lies of ChatGPT - understanding how it works | Subbarao Kambhampati
Переглядів 1,5 тис.11 місяців тому
Dr. Subbarao Kambhampati is a Professor of Computer Science at Arizona State University and the director of the Yochan lab where his research focuses on decision-making and planning, specifically in the context of human-aware AI systems. He has been named fellow of AAAI, AAAS, and ACM in recognition of his research contributions and also received distinguished alumnus award from the University ...
Building a company in middle of War, Pandemic and Economic Crisis | Karyna Naminas
Переглядів 43411 місяців тому
Karyna Naminas is the CEO of Label Your Data that provides data annotation services to different organizations interested in developing AI based solutions. Check-out Rora: teamrora.com/jayshah Guide to STEM PhD AI Researcher Research Scientist pay: www.teamrora.com/post/ai-researchers-salary-negotiation-report-2023 Rora's negotiation philosophy: www.teamrora.com/post/the-biggest-misconception-a...
Video recommendations using Machine Learning at Facebook, News feed & Ads ranking | Amey Dharwadker
Переглядів 99311 місяців тому
Video recommendations using Machine Learning at Facebook, News feed & Ads ranking | Amey Dharwadker
Using AI to improve maternal & child health in underserved communities of India | Aparna Taneja
Переглядів 67911 місяців тому
Using AI to improve maternal & child health in underserved communities of India | Aparna Taneja
Fixing fake news and misinformation online using Robust AI models | Prof. Srijan Kumar
Переглядів 613Рік тому
Fixing fake news and misinformation online using Robust AI models | Prof. Srijan Kumar
Combining knowledge of clinical medicine and Artificial Intelligence | Emma Rocheteau
Переглядів 1,5 тис.Рік тому
Combining knowledge of clinical medicine and Artificial Intelligence | Emma Rocheteau
Why are Transformer so effective in Large Language Models like ChatGPT
Переглядів 623Рік тому
Why are Transformer so effective in Large Language Models like ChatGPT
What is ChatGPT? A brief history and things to know about it
Переглядів 751Рік тому
What is ChatGPT? A brief history and things to know about it
History of Large Language Models, Trustworthy AI, ChatGPT & more | Dr. Anupam Datta
Переглядів 362Рік тому
History of Large Language Models, Trustworthy AI, ChatGPT & more | Dr. Anupam Datta
Theory of Machine Learning, Transformer models, ChatGPT & tips for research career | Dr. Surbhi Goel
Переглядів 1,5 тис.Рік тому
Theory of Machine Learning, Transformer models, ChatGPT & tips for research career | Dr. Surbhi Goel
Current and future state of Artificial Intelligence in Healthcare | Dr. Matthew Lungren
Переглядів 612Рік тому
Current and future state of Artificial Intelligence in Healthcare | Dr. Matthew Lungren
AI for improving clinical trials & drug development, entrepreneurship & AI safety | Charles Fisher
Переглядів 1,2 тис.Рік тому
AI for improving clinical trials & drug development, entrepreneurship & AI safety | Charles Fisher
Recommendation systems, being an Applied Scientist & Building a good research career | Mina Ghashami
Переглядів 1,8 тис.Рік тому
Recommendation systems, being an Applied Scientist & Building a good research career | Mina Ghashami
Role of a Principal Scientist & AI in medicine | Alberto Santamaria-Pang, Microsoft
Переглядів 435Рік тому
Role of a Principal Scientist & AI in medicine | Alberto Santamaria-Pang, Microsoft
Is AI really conscious?
Переглядів 485Рік тому
Is AI really conscious?
Explainability, Human Aware AI & sentience in large language models | Dr. Subbarao Kambhampati
Переглядів 1,1 тис.Рік тому
Explainability, Human Aware AI & sentience in large language models | Dr. Subbarao Kambhampati
Large models vs Parameter Efficient deep learning models in real world applications
Переглядів 3552 роки тому
Large models vs Parameter Efficient deep learning models in real world applications
Making Machine Learning more accessible | Sebastian Raschka, Lead AI Educator, Grid.ai
Переглядів 1,1 тис.2 роки тому
Making Machine Learning more accessible | Sebastian Raschka, Lead AI Educator, Grid.ai
Google Program Manager Interview Experience | Divy Thakkar, Google PM
Переглядів 3,7 тис.2 роки тому
Google Program Manager Interview Experience | Divy Thakkar, Google PM
Improving Machine Learning algorithms from understanding theory | Hanie Sedghi, Google
Переглядів 6412 роки тому
Improving Machine Learning algorithms from understanding theory | Hanie Sedghi, Google

КОМЕНТАРІ

  • @flueepwrien6587
    @flueepwrien6587 День тому

    its funny how the most videos technically informative videos are so least sought after. The beginer stuff is popular the actually rewarding expert stuff is not.

  • @sagarhande1891
    @sagarhande1891 11 днів тому

    video aacha he but add kaam daal bhai

  • @shrikarmadhu2776
    @shrikarmadhu2776 11 днів тому

    As someone’s who is also researching from IISc on multi modal research in healthcare specifically treating post operative patients recovery, really loved this episode. As always you keep bringing such great content & researchers on your pod with some really interesting insights 😇✨

  • @swatirajwal
    @swatirajwal 12 днів тому

    one of the most techincally sound podcast!

  • @user-yq9zm1us3b
    @user-yq9zm1us3b 15 днів тому

    Is Nvidia pays well to PM role .

  • @ashwiniashtankar1044
    @ashwiniashtankar1044 26 днів тому

    Great podcast! I am forever going to stick with - "You don't have to keep working on your weaknesses all the time. Just let your Strengths shine!"

  • @suri4Musiq
    @suri4Musiq 2 місяці тому

    Renee is really articulate and amazing suggestions and thoughts. Loved the episode!

  • @DistortedV12
    @DistortedV12 2 місяці тому

    Natasha is great man!

  • @peakyblinderzz
    @peakyblinderzz 3 місяці тому

    The resume architect who assisted millions in crafting their resumes.

  • @akmaurya07
    @akmaurya07 3 місяці тому

    This is great session, kudos Jay and Amey for putting this together :)

  • @_Harsh_Yadav
    @_Harsh_Yadav 4 місяці тому

    Being a master's student of Computer Science, I really enjoyed the podcast and learnt a lot while watching it. Thankyou Jay and David, for this amazing podcast and your time!

  • @CTRLALTDUDLEY
    @CTRLALTDUDLEY 4 місяці тому

    Heyyy it's Rao! My original grad advisor :). Working at Google now, and I attribute so much of my interest in grand concepts to the conversations that happened every day in that lab. This seems like yesterday ua-cam.com/video/LHCnyAT3wx4/v-deo.html

  • @user-vn6nu2bt1u
    @user-vn6nu2bt1u 5 місяців тому

    Very informative session. Thanks a lot for arranging this discussion

  • @eprohoda
    @eprohoda 5 місяців тому

    you uploaded to pupload-Jay!😉

  • @Mumbo_Jumbo69
    @Mumbo_Jumbo69 5 місяців тому

    ABC of democracy is that the guys who has power should not exercise the power and the guys exercise the power should not have power.

  • @Mumbo_Jumbo69
    @Mumbo_Jumbo69 5 місяців тому

    what a beautiful talk.

  • @snehavardhankandregula5926
    @snehavardhankandregula5926 5 місяців тому

    Great video. Recently I got shortlisted for a Google interview for the Software Engineer (ML) role. In my experience I never used DSA, but I know a few concepts that literally never used. Can anyone suggest to me a course, and resources needed. Happy to connect!

  • @jjwilson6434
    @jjwilson6434 6 місяців тому

    I am fortunate enough to have some personal interactions with Petar and always find what he says very inspiring and useful. It's always lovely to hear these fruitful conversation.

  • @pappu10714
    @pappu10714 6 місяців тому

    very insightful. love from india.

  • @AIBrewingWithNik
    @AIBrewingWithNik 6 місяців тому

    Major Takeaway: You cannot wait to talk about your research and present to others. That's why you want results, performance, paper, publication and acceptance. Its how you enjoy the process of Research. <3

  • @AIBrewingWithNik
    @AIBrewingWithNik 6 місяців тому

    I like the podcast topics and personalities you invite to your channel. Showing interest from Toronto - Uni of Toronto - Research Scientist - AI Lab

  • @MoTopiwala
    @MoTopiwala 6 місяців тому

    Excited to listen to this conversation! I've attended Prof. Yang's course before and I adore his humble demeanor

  • @samprasdsouza6993
    @samprasdsouza6993 9 місяців тому

    great work

  • @krish-dev
    @krish-dev 9 місяців тому

    Cool Jay, how do you network with type of peoples ? I'm from india, and looking for remote jobs, it would be really great if provide more info on that! Thanks

  • @ItsSid66
    @ItsSid66 9 місяців тому

    Leave it to Subbarao Kambhampati to explain things in a very accessible way. He has not lost form in the last few decades or so of teaching AI and been making AI intuition accessible to ordinary people through these forums. I hope he can continue doing this.

  • @marcusreynolds226
    @marcusreynolds226 9 місяців тому

    "Promo sm" 😭

  • @ratan6246
    @ratan6246 10 місяців тому

    Thats such an informative session 🎉

  • @karnaghose4784
    @karnaghose4784 10 місяців тому

    They're combining Brain and Deep Mind into Google Deep Mind, right?

    • @Jay-Shah
      @Jay-Shah 10 місяців тому

      Yeah that’s true

  • @saliexplore3094
    @saliexplore3094 10 місяців тому

    Perfect timing! Thanks Jay.

  • @alokshah8977
    @alokshah8977 11 місяців тому

    Superb Content

  • @bytesizedbraincog
    @bytesizedbraincog 11 місяців тому

    The aspect of Human memory - non verdical memory - he has given an amazing point, as we compare neural network and brain on neurons level, there is so much to do in memory side as well, I was thinking in the side of "lossy compression" of human beings - how it creates impact - These podcasts, I hear whenever I go for a walk, I have heard hours and hours of podcasts, but only certain aspects I record sticks to my mind, otherwise its a nice fluid of information that I can resonate. I think it puts a another factor on creators to make it "lossless compression" to listeners.

  • @summergautier5608
    @summergautier5608 11 місяців тому

    This is a VERY insightful video! Definitely Subscribed.

  • @viktoriiaoliinyk6781
    @viktoriiaoliinyk6781 11 місяців тому

    Amazing interview!

  • @hannakuss8209
    @hannakuss8209 11 місяців тому

    We collaborate with Karyna and Label Your Data team project basis. They’re very professional 👌

  • @MrKaktopox
    @MrKaktopox 11 місяців тому

    1:07:16 great advice, awesome interview overall 👏

  • @daria345
    @daria345 11 місяців тому

    Thanks a lot for the interview. Great role model.

  • @namratachilwant581
    @namratachilwant581 11 місяців тому

    This could have been very good podcast if audio was better

  • @namratachilwant581
    @namratachilwant581 11 місяців тому

    Thank you for this interview jay. Surabhi was very insightful and explained very well. Even i as newbee understood lot of things.😊

  • @greenshadowooo
    @greenshadowooo Рік тому

    Thanks for your sharing!!

  • @prakharsaxena6501
    @prakharsaxena6501 Рік тому

    Hey there! I'm reaching out for some advice on PhD. admissions. I completed my BTech from a college that may not be well-regarded ( it's affiliated to AKTU ), and I had to learn everything on my own from open-source materials provided by renowned institutions like MIT, Stanford, IITs, books, and more. Despite the challenges, I secured a good rank in GATE, which would allow me to pursue my MTech from an older IIT, like IIT Guwahati. My plan is to work for a few years to pay off some family loans before applying to PhD. programs in the USA. However, I'm concerned if my undergraduate degree with a 9.0 CGPA would hinder my chances of getting into reputable PhD. schools in the USA. Your guidance would be greatly appreciated! Thanks in advance.

    • @Jay-Shah
      @Jay-Shah Рік тому

      Hey! Can we connect on LinkedIn or email jgshah1@asu.edu to continue the conversation?

  • @sanskarsoni7797
    @sanskarsoni7797 Рік тому

    Reallly informative podcast .!!!

  • @nitingoswami8910
    @nitingoswami8910 Рік тому

    Thanks Jay and Sara. Great Help brother

  • @anirbanc88
    @anirbanc88 Рік тому

    awesome!

  • @dhruvpatel4948
    @dhruvpatel4948 Рік тому

    Just a suggestion (after watching few of your episodes) keep your questions brief and to the point. Most of your questions can be asked in one or two sentences but at times feel like you’re just repeating yourself. Otherwise good pod attempt. Keep it up.

  • @sanquinteros
    @sanquinteros Рік тому

    thanks for sharing this knowledge!

  • @ravisriluAruAdu
    @ravisriluAruAdu Рік тому

    Great chat, Jay & Aarti ! Talking about overrated ideas, people like me assume ML has matured over the years. It's late & not as fun to get in now. I feel lighter learning the ML art and science are still in infancy. I just signed up for Andrew Ng's ML Specialization course.

  • @ilang98
    @ilang98 Рік тому

    This is great overview and concise history of NLP .. Thank you...

  • @niveyoga3242
    @niveyoga3242 Рік тому

    I really like this dude!

  • @dharmeshsharma8044
    @dharmeshsharma8044 Рік тому

    Great Video Sir

  • @user-wr4yl7tx3w
    @user-wr4yl7tx3w Рік тому

    the other factor one needs to consider is who gets to determine fairness. take the extreme case, would you allow Chinese Communist government to determine fairness?