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H

Heather Cole-Lewis

university of michigan system
H指数:28
被引数:8,238

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A toolbox for surfacing health equity harms and biases in large language models

在大型语言模型中显示健康公平危害和偏见的工具箱

NATURE MEDICINE
IF50
2024-09-232
OA
Pfohl, Stephen R.; Cole-Lewis, Heather; Sayres, Rory; Neal, Darlene; Asiedu, Mercy; Dieng, Awa; Tomasev, Nenad; Rashid, Qazi Mamunur; Azizi, Shekoofeh; Rostamzadeh, Negar; McCoy, Liam G.; Celi, Leo Anthony; Liu, Yun; Schaekermann, Mike; Walton, Alanna; Parrish, Alicia; Nagpal, Chirag; Singh, Preeti; Dewitt, Akeiylah; Mansfield, Philip; Prakash, Sushant; Heller, Katherine; Karthikesalingam, Alan; Semturs, Christopher; Barral, Joelle; Corrado, Greg; Matias, Yossi; Smith-Loud, Jamila; Horn, Ivor; Singhal, Karan
Using generative AI to investigate medical imagery models and datasets

使用生成式AI研究医学图像模型和数据集

EBIOMEDICINE
IF10.8
2024-04-018
OAAI
Lang, Oran; Yaya-Stupp, Doron; Traynis, Ilana; Cole-Lewis, Heather; Bennett, Chloe R.; Lyles, Courtney R.; Lau, Charles; Irani, Michal; Semturs, Christopher; Webster, Dale R.; Corrado, Greg S.; Hassidim, Avinatan; Matias, Yossi; Liu, Yun; Hammel, Naama; Babenko, Boris
Health equity assessment of machine learning performance (HEAL): a framework and dermatology AI model case study
ECLINICALMEDICINE
IF10
2024-04-014
OAAI
Schaekermann, Mike; Spitz, Terry; Pyles, Malcolm; Cole-Lewis, Heather; Wulczyn, Ellery; Pfohl, Stephen R.; Martin Jr, Donald; Jaroensri, Ronnachai; Keeling, Geoff; Liu, Yuan; Farquhar, Stephanie; Xue, Qinghan; Lester, Jenna; Hughes, Cian; Strachan, Patricia; Tan, Fraser; Bui, Peggy; Mermel, Craig H.; Peng, Lily H.; Matias, Yossi; Corrado, Greg S.; Webster, Dale R.; Virmani, Sunny; Semturs, Christopher; Liu, Yun; Horn, Ivor; Chen, Po-Hsuan Cameron
The value of standards for health datasets in artificial intelligence-based applications

健康数据集标准在基于人工智能的应用中的价值

NATURE MEDICINE
IF50
2023-10-2637
OAAI
Arora, Anmol; Alderman, Joseph E.; Palmer, Joanne; Ganapathi, Shaswath; Laws, Elinor; Mccradden, Melissa D.; Oakden-Rayner, Lauren; Pfohl, Stephen R.; Ghassemi, Marzyeh; Mckay, Francis; Treanor, Darren; Rostamzadeh, Negar; Mateen, Bilal; Gath, Jacqui; Adebajo, Adewole O.; Kuku, Stephanie; Matin, Rubeta; Heller, Katherine; Sapey, Elizabeth; Sebire, Neil J.; Cole-Lewis, Heather; Calvert, Melanie; Denniston, Alastair; Liu, Xiaoxuan

研究方向

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