"The App Doctor" Intrapreneur, GI, Global keynote speaker, CIO/CDO @UCDavisHealth, Founding Chair @NODEHealthorg Association of Digital Medicine

Davis, CA
Joined February 2009
Ashish Atreja retweeted
"can eventually help us better decode and improve life" Some big thinking here on building and integrating multi-scale models @NatureMedicine by @segal_eran @dasongle @ericxing @WeizmannScience @genbioai @CarnegieMellon
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Early morning reflection- we can define ourselves by our best moments or our worst moments. Most people do the later but the choice is completely upto us!!
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Enjoying my first ever payer conference @AHIP!! What an all star panel @defineventures
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Excited to share that I am speaking at IIT2026 Global Conference- at the intersection of engineering and medicine. Please check out the details of my talk at: tinyurl.com/592bzzwp
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Wow!! Can’t wait to give it a try with our research team.. even if not fully autonomous (we will love to have our validation) it can help automate many other repeatable tasks that researchers needed (and there are many of these)!
Holy shit...Someone built an AI system that takes a research idea and outputs a full academic paper. Real citations. Real experiments. Conference-ready LaTeX. Zero human input. It's called AutoResearchClaw. And the pipeline is insane. Here's what actually happens when you type one command: It searches arXiv and Semantic Scholar for real papers. Not fake citations actual literature with 4-layer verification: arXiv ID check, CrossRef DOI lookup, Semantic Scholar title match, and LLM relevance scoring. Hallucinated references get killed automatically. Then it designs and runs real experiments. Hardware-aware auto-detects whether you have NVIDIA CUDA, Apple MPS, or just CPU, and adapts the code accordingly. When experiments fail, it self-heals. When results don't support the hypothesis, it pivots to a new direction on its own. Then it writes the paper. 5,000-6,500 words. Section by section. Multi-agent peer review with methodology-evidence consistency checks. Then it revises based on those reviews. Then it outputs conference-ready LaTeX. NeurIPS, ICML, ICLR templates. Compile-ready for Overleaf. BibTeX references auto-pruned to match inline citations. The whole thing runs across 23 stages and 8 phases. Three human-approval gates if you want them. Or just pass --auto-approve and walk away. What you get back: → Full academic paper draft → Conference-ready LaTeX + BibTeX → Experiment code + sandbox results + charts → Peer review notes → Verification report on every citation This is what autonomous scientific research actually looks like in 2026. 100% Opensource. MIT License. Link in comments.
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If you are thinking about empowering your healthcare enterprise, don’t miss this wonderful article about need for precision based education!! @SalKhan @NEJM_AI
Perspective by Sanjay V. Desai, MD (@sanjayvdesai), Sal Khan, MBA (@salkhanacademy), and Kimberly Lomis, MD (@KimLomisMD): AI-Enabled Precision-Education Systems — Transforming Lifelong Learning in Medicine nejm.org/doi/full/10.1056/NE… #ArtificialIntelligence #MedEd
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Ashish Atreja retweeted
😱 WAIT! WHAT? GREG ISENBERG just dropped a masterclass on replacing your entire marketing team with digital employees. Marketing team: $25K/month Digital employees: $47/month Same output. Better performance. Runs 24/7 Here's the complete breakdown👇
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Ashish Atreja retweeted
There’s a massive opportunity for AI to completely leapfrog in healthcare. In Kenya, mobile finance emerged because there was no traditional banking system to work around or through. Medicaid's infrastructure is so dated that it effectively functions like "no infrastructure" for the people trying to use it most - many of whom are mobile-first today. Great chat with @singareddynm of @hifortunahealth and @flottobrasil of @CedarNY about what could emerge when you leapfrog the broken system entirely and build something better with AI. podcasts.apple.com/us/podcas…
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Friends- pl don’t miss one of the biggest human achievements happening right now- live on Netflix- Alex Honnold from Free solo fame climbing Taipei 101 tower without any ropes or help. cnn.com/sport/live-news/taiw…
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Well said @drfeifei !!!
This came as a total surprise this morning. Very humbled… 🙏 AI is built by generations of technologists, starting with the daring question of “can machines think?” by Alan Turing. It will be further developed, used and governed by many and all of us! Let’s keep our AI mission human-centered for the benefit of humanity! And I can’t wait to see where AI’s next frontier - spatial intelligence - will be taking us!
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Even though done on a human cadaver, this is a major milestone on how robotics can help deliver critical surgeries where local expertise is lacking. A game changer to operate from the US to Scotland with a 120 millisecond lag bbc.com/news/articles/cjw983…
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Ashish Atreja retweeted
Big shoes to fill for data-driven healthcare aprecruit.ucsf.edu/JPF05861 @UCSF
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During my ongoing trip to Colombia, I had the opportunity to visit the largest hospital in Cali, Fundación Valle del Lili What stood out immediately was the way hospitals here are designed around people and nature, not just patients. The architecture blends functionality with openness, maximizing natural light, green spaces, and ventilation to promote healing and human connection. Colombia’s healthcare infrastructure reflects a deep integration of community, accessibility, and design thinking, where hospitals feel less like institutions and more like environments of care. It’s a strong reminder that the future of healthcare lies as much in how we design spaces as in how we deliver care. #hospitals #hospitaldesign #designthinking #care #patientcentricity #colombia #nature #innovation @HealthParliamnt
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What a great robotics fireside chat ⁦@Wing⁩ today with ⁦@rajeevchand⁩ and @robertplayter , CEO of ⁦@Bostondynamcfan⁩ with live autonomous robot on stage!!First deployment of humanoids will be at mass factory from simplicity, safer and affordability perspective.
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So thrilled ro share this.. The University of California made history this week, as its faculty and alumni won five Nobel Prizes across medicine, physics and chemistry — the most ever awarded to a single institution in one year. share.google/Cv1NWMoikMldFuK…
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Thoroughly enjoying keynote by @maneeshgoyal, COO of @MayoClinic platform showcasing how one of the largest multimodal data repositories (50 petabatites, 8 million patients, 100 million pathology slides) is now transforming care tranformation real time with 500 active AI algorithms and agents generating hypothesis.
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A conversation that needs to be happening across the globe: “Do we want to train clinicians for year 2018 or clinicians for the future” is the question we should be asking. Education is moving away from three year degree to lifelong upskilling-#gdhs2025. @Rajendragupta @NeelimaAhuja @NareshKumarSharma @SanjeevpSahni @mmaFaridi @PreetiReddy
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Pearls from @MohitDhingra and @sanjivnavangul how Ai is impacting all aspects of pharma (from research to product to distribution to commmercialization) esp in drug discovery, development shortening, clinical trial automation and RWE. @bmsnews giving LLM to all employees and 50% using gen AI every week. #gdhs2025
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