Alert button
Picture for Marzyeh Ghassemi

Marzyeh Ghassemi

Alert button

Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium

Mar 03, 2024
Hyewon Jeong, Sarah Jabbour, Yuzhe Yang, Rahul Thapta, Hussein Mozannar, William Jongwon Han, Nikita Mehandru, Michael Wornow, Vladislav Lialin, Xin Liu, Alejandro Lozano, Jiacheng Zhu, Rafal Dariusz Kocielnik, Keith Harrigian, Haoran Zhang, Edward Lee, Milos Vukadinovic, Aparna Balagopalan, Vincent Jeanselme, Katherine Matton, Ilker Demirel, Jason Fries, Parisa Rashidi, Brett Beaulieu-Jones, Xuhai Orson Xu, Matthew McDermott, Tristan Naumann, Monica Agrawal, Marinka Zitnik, Berk Ustun, Edward Choi, Kristen Yeom, Gamze Gursoy, Marzyeh Ghassemi, Emma Pierson, George Chen, Sanjat Kanjilal, Michael Oberst, Linying Zhang, Harvineet Singh, Tom Hartvigsen, Helen Zhou, Chinasa T. Okolo

Viaarxiv icon

Time2Stop: Adaptive and Explainable Human-AI Loop for Smartphone Overuse Intervention

Mar 03, 2024
Adiba Orzikulova, Han Xiao, Zhipeng Li, Yukang Yan, Yuntao Wang, Yuanchun Shi, Marzyeh Ghassemi, Sung-Ju Lee, Anind K Dey, Xuhai "Orson" Xu

Viaarxiv icon

Asymmetry in Low-Rank Adapters of Foundation Models

Feb 27, 2024
Jiacheng Zhu, Kristjan Greenewald, Kimia Nadjahi, Haitz Sáez de Ocáriz Borde, Rickard Brüel Gabrielsson, Leshem Choshen, Marzyeh Ghassemi, Mikhail Yurochkin, Justin Solomon

Viaarxiv icon

Improving Black-box Robustness with In-Context Rewriting

Feb 15, 2024
Kyle O'Brien, Nathan Ng, Isha Puri, Jorge Mendez, Hamid Palangi, Yoon Kim, Marzyeh Ghassemi, Thomas Hartvigsen

Viaarxiv icon

Impact of Large Language Model Assistance on Patients Reading Clinical Notes: A Mixed-Methods Study

Jan 17, 2024
Niklas Mannhardt, Elizabeth Bondi-Kelly, Barbara Lam, Chloe O'Connell, Mercy Asiedu, Hussein Mozannar, Monica Agrawal, Alejandro Buendia, Tatiana Urman, Irbaz B. Riaz, Catherine E. Ricciardi, Marzyeh Ghassemi, David Sontag

Viaarxiv icon

Event-Based Contrastive Learning for Medical Time Series

Dec 16, 2023
Hyewon Jeong, Nassim Oufattole, Aparna Balagopalan, Matthew Mcdermott, Payal Chandak, Marzyeh Ghassemi, Collin Stultz

Viaarxiv icon

The Limits of Fair Medical Imaging AI In The Wild

Dec 11, 2023
Yuzhe Yang, Haoran Zhang, Judy W Gichoya, Dina Katabi, Marzyeh Ghassemi

Viaarxiv icon

Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data

Aug 16, 2023
Xuhai Xu, Bingshen Yao, Yuanzhe Dong, Saadia Gabriel, Hong Yu, James Hendler, Marzyeh Ghassemi, Anind K. Dey, Dakuo Wang

Figure 1 for Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data
Figure 2 for Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data
Figure 3 for Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data
Figure 4 for Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data
Viaarxiv icon

Deep Metric Learning for the Hemodynamics Inference with Electrocardiogram Signals

Aug 09, 2023
Hyewon Jeong, Collin M. Stultz, Marzyeh Ghassemi

Viaarxiv icon