Shekoofeh Azizi

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Bio

My research is focused on developing simple and efficient machine learning algorithms that are broadly applicable for analysis of a range of medical image modalities. These algorithms can accelerate the translation of AI solutions to clinical impact and scaling world class healthcare to everyone.

Research Interests

Papers共 53 篇Author StatisticsCo-AuthorSimilar Experts

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Generative models improve fairness of medical classifiers under distribution shifts

Ira Ktena,Olivia Wiles,Isabela Albuquerque,Sylvestre-Alvise Rebuffi,Ryutaro Tanno,Abhijit Guha Roy,Shekoofeh Azizi,Danielle Belgrave,Pushmeet Kohli,Taylan Cemgil,Alan Karthikesalingam,Sven Gowal

Nature medicine（2024）

Cited0Views0WOSNATUREBibtex

A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models

arXiv (Cornell University) (2024)

Cited0Views0EIWOSNATUREBibtex

Capabilities of Gemini Models in Medicine

Khaled Saab,Tao Tu,Wei-Hung Weng,Ryutaro Tanno,David Stutz,Ellery Wulczyn, Fan Zhang, Tim Strother,Chunjong Park,Elahe Vedadi, Juanma Zambrano Chaves,Szu-Yeu Hu,Mike Schaekermann,Aishwarya Kamath,Yong Cheng,David G. T. Barrett, Cathy Cheung,Basil Mustafa,Anil Palepu,Daniel McDuff,Le Hou,Tomer Golany,Luyang Liu,Jean-baptiste Alayrac,Neil Houlsby,Nenad Tomasev,Jan Freyberg,Charles Lau,Jonas Kemp, Jeremy Lai,Shekoofeh Azizi,Kimberly Kanada,SiWai Man, Kavita Kulkarni,Ruoxi Sun,Siamak Shakeri,Luheng He,Ben Caine,Albert Webson, Natasha Latysheva,Melvin Johnson,Philip Mansfield, Jian Lu,Ehud Rivlin, Jesper Anderson,Bradley Green,Renee Wong,Jonathan Krause, Jonathon Shlens,Ewa Dominowska,S. M. Ali Eslami,Katherine Chou,Claire Cui,Oriol Vinyals,Koray Kavukcuoglu,James Manyika,Jeff Dean,Demis Hassabis,Yossi Matias,Dale Webster,Joelle Barral,Greg Corrado,Christopher Semturs,S. Sara Mahdavi,Juraj Gottweis,Alan Karthikesalingam,Vivek Natarajan

CoRR (2024)

Cited60Views0EIBibtex

Advancing Multimodal Medical Capabilities of Gemini

Lin Yang,Shawn Xu,Andrew Sellergren,Timo Kohlberger, Yuchen Zhou,Ira Ktena,Atilla Kiraly,Faruk Ahmed,Farhad Hormozdiari,Tiam Jaroensri, Eric Wang,Ellery Wulczyn, Fayaz Jamil, Theo Guidroz,Chuck Lau,Siyuan Qiao,Yun Liu, Akshay Goel,Kendall Park, Arnav Agharwal, Nick George, Yang Wang,Ryutaro Tanno,David G. T. Barrett,Wei-Hung Weng,S. Sara Mahdavi,Khaled Saab,Tao Tu,Sreenivasa Raju Kalidindi,Mozziyar Etemadi,Jorge Cuadros, Gregory Sorensen,Yossi Matias,Katherine Chou,Greg Corrado,Joelle Barral,Shravya Shetty,David Fleet,S. M. Ali Eslami,Daniel Tse,Shruthi Prabhakara,Cory McLean, Dave Steiner,Rory Pilgrim,Christopher Kelly,Shekoofeh Azizi,Daniel Golden

CoRR (2024)

Cited0Views0EIBibtex

Tx-LLM: A Large Language Model for Therapeutics

Juan Manuel Zambrano Chaves, Eric Wang,Tao Tu, Eeshit Dhaval Vaishnav, Byron Lee,S. Sara Mahdavi,Christopher Semturs,David Fleet,Vivek Natarajan,Shekoofeh Azizi

CoRR (2024)

Cited2Views0EIBibtex

CrAFT: Compression-Aware Fine-Tuning for Efficient Visual Task Adaptation

Jung Hwan Heo,Shekoofeh Azizi,Arash Fayyazi,Mahdi Nazemi,Massoud Pedram

arXiv (Cornell University) (2023)

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Towards Accurate Differential Diagnosis with Large Language Models

CoRR (2023)

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Senior Research Scientist

Papers共 53 篇Author StatisticsCo-AuthorSimilar Experts