BEGIN:VCALENDAR VERSION:2.0 PRODID:-//HasGeek//NONSGML Funnel//EN DESCRIPTION:The Fifth Elephant paper reading meet-up - June 2024 X-WR-CALDESC:The Fifth Elephant paper reading meet-up - June 2024 NAME:LLMs in Healthcare: Diagnostic Assistance Not Replacement X-WR-CALNAME:LLMs in Healthcare: Diagnostic Assistance Not Replacement REFRESH-INTERVAL;VALUE=DURATION:PT12H SUMMARY:LLMs in Healthcare: Diagnostic Assistance Not Replacement TIMEZONE-ID:Asia/Kolkata X-PUBLISHED-TTL:PT12H X-WR-TIMEZONE:Asia/Kolkata BEGIN:VEVENT SUMMARY:LLMs in Healthcare: Diagnostic Assistance Not Replacement DTSTART:20240606T123000Z DTEND:20240606T133000Z DTSTAMP:20260421T210548Z UID:session/5hTRbWwPUKoqfLcgerYbkv@hasgeek.com SEQUENCE:21 CREATED:20240404T044601Z DESCRIPTION:## About the Paper\n\nMedicine is inherently multimodal\; clin icians interpret data from various modalities when providing care\, includ ing clinical notes\, laboratory tests\, vital signs and observations\, med ical images\, and genomics. Since global issues like clinician burnout and lack of access to quality healthcare were rising\, the emergence of found ation models turned out to be a turning point in addressing and solving th ese global problems.\n\nMed-PaLM M is a large multimodal generative model that interprets biomedical data spanning clinical language\, medical imagi ng\, genomics\, and more performing competently on a diverse array of task s — all with the same set of model weights.\n\nIt is built by fine-tunin g and aligning PaLM-E — a language model developed by the researchers at Google AI using MultiMedBench\, a newly curated open-source biomedical be nchmark. MultiMedBench contains 14 diverse tasks such as medical question answering\, mammography and dermatology image interpretation\, radiology r eport generation and summarization\, and genomic variant calling.\n\nLink to the paper: https://arxiv.org/pdf/2307.14334.pdf\n\n## Key Takeaways:\n\ n- How LLMs help scale up world-class healthcare on a global scale.\n- Und erstand the importance of AI in clinical workflows and how it exponentiate s efficiency and utility with its multimodality.\n- Demonstrate the import ance of biomedical fine-tuning and alignment.\n- Learn about zero-shot gen eralization to novel medical concepts and tasks\, positive transfer learni ng across tasks\, and emergent zero-shot medical reasoning.\n- Build intui tion for developing large-scale generalist biomedical AI with language as a common grounding across tasks which shows the possibility of combinatori al generalization and positive task transfer.\n\n### About the Speaker\n\n Harini Anand is a CSE Undergrad with a keen interest in Computational Cogn ition. She has formerly worked on building cognitive tools for reducing th e onset of Dementia as a student entrepreneur.\n\n## RSVP\nThis paper's di scussion's venue is TBD. In-person attendance is free. [The Fifth Elephant members](https://hasgeek.com/fifthelephant#membership) can join remotely to watch the live stream.\n\n## About The Fifth Elephant monthly paper dis cussions\nThe monthly discussions are organized to understand popular pape rs in Generative AI\, DL\, and ML domains. Papers are curated to benefit t he community. **The paper discussion is organized on the first Friday of e ach month\, from 5:30 PM — 7:00 PM.**\n\n## How you can contribute\n1. S uggest a paper at https://hasgeek.com/fifthelephant/call-for-papers/sub \n 2. Moderate/discuss a paper someone else is proposing.\n3. [Pick up a memb ership](https://hasgeek.com/fifthelephant#membership) to support The Fifth Elephant’s activities.\n4. Spread the word among colleagues and friends . Join [The Fifth Elephant Telegram group](https://t.me/fifthel) or [Whats App group](https://chat.whatsapp.com/KJPmJsMC0MO7r1v9cRdZfu). \n\n## Conta ct\nFor inquiries\, [leave a comment](https://hasgeek.com/fifthelephant/rw kv-reinventing-rnns-for-the-transformer-era/comments) or call The Fifth El ephant at +91-7676332020. LAST-MODIFIED:20240502T052106Z LOCATION:Online - https://hasgeek.com/fifthelephant/paper-reading-meet-up- may-2024/ ORGANIZER;CN="The Fifth Elephant":MAILTO:no-reply@hasgeek.com URL:https://hasgeek.com/fifthelephant/paper-reading-meet-up-may-2024/ BEGIN:VALARM ACTION:display DESCRIPTION:LLMs in Healthcare: Diagnostic Assistance Not Replacement in 5 minutes TRIGGER:-PT5M END:VALARM END:VEVENT END:VCALENDAR