Jean Feng
@Jean_J_Feng
UCSF prof in biostat/epi. Interested in ML safety, reliability, and interpretability. Co-lead of ZSFG PROSPECT lab https://zsfg-prospect.github.io
🚨@suchisaria & I are embarking on an ambitious multi-year project to develop tools for monitoring & updating clinical AI algorithms, with collaborators from multiple federal agencies. If this sounds exciting to you, please apply at jeanfeng.com/joining & help spread the word!
I will be speaking at the @UCSF #AI Seminar Series. My talk will focus on the #implementation of health AI and the balance between #innovation, patient #safety, and #ethical considerations. A big thank you to Prof. @Jean_J_Feng for the kind invitation. #DukeNUS
Next @UCSF AI Seminar series is this Thursday, May 8 - with Dr. Nan Liu @nliulab - AI Implementation in Healthcare: Balancing Innovation, Patient Safety and Ethical Considerations. Register docit.ucsf.edu/events/ai-semi… @UCSF_DOCIT @UCSFDOM
🚨With an awesome group of collaborators from health system & federal agencies, @Jean_J_Feng and I are embarking on an ambitious multi-year project to develop tools for monitoring & updating clinical AI algorithms, with the aim of informing how we accelerate & scale responsible…
Proud PI moment! @harvineet_singh presents "A hierarchical decomposition for explaining ML performance discrepancies" at JSM! If you want to know why the performance of an ML model differs between two domains, check out our method here: arxiv.org/abs/2402.14254
🚨New study led by Izzy Friesner (now @CUMedicalSchool med student) with @Jean_J_Feng, @NitinOhri3 + team @MontefioreNYC! We developed a #machinelearning approach with #wearables to predict hospitalization during #cancer treatment @UCSFCancer @UCSF_BCHSI @UCJointCPH #radonc 1/3
A machine learning approach with daily step counts from wearable devices from three prospective trials to predict unplanned hospitalization of patients undergoing chemoradiation was developed and validated in this study. ja.ma/4ax3WA1
📢 We're excited to share that our proposal to develop statistical frameworks for auditing/red-teaming LLMs has been funded by @PCORI. We're now looking for a postdoc to join our lab for the next 2 years. Please RT! jeanfeng.com/joining.html