@msharmas.bsky.social
Founder, Director, Yajur Healthcare - The Medical Data Infrastructure Company | https://hcitexpert.com/yajur-healthcare/ | https://linktr.ee/manishsharmas
@lifesciencenet.bsky.social
12.06.2025 15:24 β π 0 π 0 π¬ 0 π 0The brain myelin content in marathon runners
βThis study offers the striking observation that extreme exercise has a profound effect in the brain that is reflected in reversible structural alterations" @naturemetabolism.bsky.social
www.nature.com/articles/s42...
www.nature.com/articles/s42...
This is absolutely spot on! π
16.01.2025 13:02 β π 3 π 1 π¬ 0 π 0An evaluation framework for clinical use of large language models in patient interaction tasks https://www.nature.com/articles/s41591-024-03328-5 (read free: https://rdcu.be/d5oJ1) π§¬π₯οΈπ§ͺ https://github.com/rajpurkarlab/craft-md
02.01.2025 19:30 β π 12 π 6 π¬ 0 π 0Clinical Data streams using federated data, clinical data summaries are not just discrete data points, they are an amalgamation of various contexts
Intelligent Care Systems
Pathways to move from care documentation systems to Intelligent Care Systems
Bio markers
Bridge RWD & RWE
Data Consent framework allows for FAIR data use and opt-ins or opt-outs. More about the Medical Data Infrastructure soon.
Ethical data acquisition for LLMs and AI algorithms in healthcare, Marta Williams et al
Data is what makes LLMs smart, probably it's time to give incentives to the citizens for adding their Anonymized data to their Health ID. Royalty can be paid (to the citizen) for each data use for LLM fine tuning. More incentives for recency, reduced incentives for older records.
26.12.2024 18:00 β π 1 π 0 π¬ 1 π 0Fine-Tuning Large Language Models For Oncology: Key Challenges & Recommendations
Yajur MDI
hcitexpert.com/2024/12/fine...
I'll get straight to the point.
We trained 2 new models. Like BERT, but modern. ModernBERT.
Not some hypey GenAI thing, but a proper workhorse model, for retrieval, classification, etc. Real practical stuff.
It's much faster, more accurate, longer context, and more useful. π§΅
PyTorch 101 π
A full PyTorch course (25 hours) for beginners covers the foundation of PyTorch, from processing tensor data to neural network applications such as classification, computer vision, and more.
π½οΈ www.youtube.com/watch?v=LyJt...
#python #datascience #MachineLearning #DeepLearning
You are right! I stand corrected. But will suggest the simplicity until a good critical mass of data achieved on notion
13.12.2024 04:07 β π 0 π 0 π¬ 1 π 0π§ͺ AI faces a significant data bottleneck: by 2028, training data may equal the total stock of public online text.
Solutions like synthetic data, smaller models, and specialized datasets are key to future advances.π©Ίπ» #MLSky
When starting out, suggest keeping it simple with Markdowns and using tags for concept links across the pages. The mindmap,visual graph is a great help in ensuring the connectedness of topics. I found the base Dataset you create allows you to progressively add to your usecases for work, research,etc
11.12.2024 18:52 β π 0 π 0 π¬ 1 π 0Inspired by @wimlds.bsky.social , I looked for a "Women in Machine Learning" starter pack and couldn't find one.
So I created one! May have some mistakes. I'll try to do an AI ethics one next. π€
go.bsky.app/LT6CwNN
x.com/sierracatali...
10.12.2024 18:18 β π 0 π 0 π¬ 0 π 0The @conesalab.bsky.social conesalab.org
is seeking to join motivated Postdocs through the #JuanDeLaCierva from @ageinves.bsky.social
tinyurl.com/32acz58 and #CIAPOS tinyurl.com/bmrex8cc
Contact us ASPA if interested in long-read, single-cell or spatial transcriptomics and multi-omics.
Listen to article of about 8 Google authors who wrote the seminal 2017 transformers paper that started the current AI LLM revolution
www.wired.com/story/eight-...
Great look at 42 CFR Part 2 Final Rule from Melissa A Soliz, Outside Counsel for Velatura at the eHealth Exchange meeting.
Biggest takeaway for me is the need to know which data falls under Part 2 so you can share or not share that data based on various consents and legal requirements.
#eHx24
youtu.be/n1BVlDPercI?...
05.12.2024 22:00 β π 0 π 0 π¬ 0 π 0