Hossam 🧬
@hossamzki
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ai, medicine, bio \\ MD Candidate @brownmedicine\\ Curr @UCSFimaging @BrownCCMB \\ prev @lab_dao @HarvardDBMI @BroadInstitute @emblebi \\ aspiring VIR
Check out my website →
Joined July 2015
📰 New in @JACRJournal We used GPT-4 and @GlassHealthHQ to predict the best imaging study from over 1200 🤯 patient presentations from the ACR Appropriateness Criteria. The findings were surprising and important 🧵
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Note - I am not against AI, I've spent several years studying and working in the space, and it has a role, probably a significant one. But the landscape of medicine is going to change, and medical students should be prepared.
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If you’re in biology, pivot to software + biology
if you’re in software, pivot to biology
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Excited to share our new publication in @CVIR_Journal! We developed an end-to-end AI pipeline leveraging tumor segmentation and radiomics to predict survival and recurrence after lung ablation. Grateful for the support of @DoctorAWPM and @Brown_VIR More thoughts to come…
1/6 🚨 Deep learning improves survival and recurrence prediction in lung tumor ablation! A new study from @CVIR_Journal highlights the capability of AI in identifying outcomes post-image-guided thermal ablation (IGTA) through radiomics 👇 #LungCancer #AI #Radiomics
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AI is moving towards more open source. We can see this in many aspects of life now. Media -> podcasts, social media Money -> cryptocurrency Closed-AI -> open-source This will only push the field further.
Excited to share that the AlphaFold 3 model code and weights are now available for academic use. Looking forward to seeing what new research this unlocks and how the research community builds on AlphaFold 3 for scientific discoveries 1/2
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AI in Medical Education is not coming, it’s already here. At @BrownMedicine we are piloting AI-Generated study materials for pre-clinical lectures. Excited to see initial thoughts and what students think. We’ll keep you posted
AI in medical education? For medical education? A PhD in AI in Medicine? All of the above. @harvardmed starts grappling with the challenge of education in the AI era
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@zakkohane @harvardmed You should see what we’re working on at Brown Med. We just started to pilot AI generated flashcards and summaries for pre-clinical students. Hoping to see what they think about it soon!
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@abhisuri97 @walterfwiggins Very interesting, tried something similar and couldn't get it to work every time. Just goes to show how random these models can be sometimes
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RT @hossamzki: Excited to share our paper in @CVIR_Journal! We used ChatGPT to improve the readability of IR procedure descriptions, which…
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Excited to share our paper in @CVIR_Journal! We used ChatGPT to improve the readability of IR procedure descriptions, which are often higher than the suggested reading level Thanks to @DoctorAWPM and @Brown_VIR for their help and mentorship!! Read more below 👇
1/6 🚨 ChatGPT substantially improved readability of IR procedure descriptions from a difficult Flesch Reading Ease (FRE) score of 47.2 to a fairly easy 78.4! Explore the latest study from @CVIR_Journal examining how ChatGPT can enhance patient educational materials in #IR🧵👇
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@morgancheatham Near-term very very bullish on AI doing admin tasks. While I think long term AI will be helpful in developing therapeutics and diagnostics, admin tasks are lower-hanging fruit. AI is already being used for admin tasks in other industries (law, big tech, others)
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@morgancheatham Huge ++ in my opinion, but not without its downsides 1. NYU's graduating class had fewer people go into primary care than the national average (people thought opposite would happen) 2. Getting into med school is already competitive, now it's getting more and more
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Our paper in @JACRJournal is live and free: We compared GPT-4 and @GlassHealthHQ to predict the best imaging study from over 1200 patient presentations in various areas. Take a read!
📰 New in @JACRJournal We used GPT-4 and @GlassHealthHQ to predict the best imaging study from over 1200 🤯 patient presentations from the ACR Appropriateness Criteria. The findings were surprising and important 🧵
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@morgancheatham Was this Abridge’s initial product? Listens to doctor/patient conversations to give important info to the patient? Love this new feature
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Excited to present our idea for an AI-assisted referral system at SIR in Salt Lake City! @AMRamakrishnan @ashleylamba1 @SatyaMorar
I'm speaking at #SIR24SLC! Saturday: Support team FibroSense at the MedStu Biodesign Comp. @AMRamakrishnan @ashleylamba1 @hossamzki Monday: Come discuss NORA in IR during the Pain Management Educational Session. @Chuckmartin3md @RayanAbboud_MD
@SIRRFS #SIRpassTheSummit
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Mistral-7B is small enough to run on an M1Pro (speaking from experience) Meaning that this is HIPAA compliant. This could help pave the way for LLM-enabled tools for medicine without having to worry about HIPAA.
BioMistral is a new 7B foundation model for medical domains, based on Mistral and further trained PubMed Central. - top open-source medical Large Language Model (LLM) in its weight class - Apache License - includes base models, fine tunes, and quantized versions.
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