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S

Stephen Pfohl

University of California Los Angeles
H指数:27
被引数:6,905

个人简介

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教育背景

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工作经历

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荣誉奖项

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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
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
Tackling bias in AI health datasets through the STANDING Together initiative

通过 “站在一起” 倡议解决AI健康数据集中的偏见

NATURE MEDICINE
IF50
2022-09-2635
OA
Ganapathi, Shaswath; Palmer, Jo; Alderman, Joseph E.; Calvert, Melanie; Espinoza, Cyrus; Gath, Jacqui; Ghassemi, Marzyeh; Heller, Katherine; Mckay, Francis; Karthikesalingam, Alan; Kuku, Stephanie; Mackintosh, Maxine; Manohar, Sinduja; Mateen, Bilal A.; Matin, Rubeta; McCradden, Melissa; Oakden-Rayner, Lauren; Ordish, Johan; Pearson, Russell; Pfohl, Stephen R.; Rostamzadeh, Negar; Sapey, Elizabeth; Sebire, Neil; Sounderajah, Viknesh; Summers, Charlotte; Treanor, Darren; Denniston, Alastair K.; Liu, Xiaoxuan
Considerations in the reliability and fairness audits of predictive models for advance care planning
FRONTIERS IN DIGITAL HEALTH
IF3.8
2022-09-1212
OAAI
Lu, Jonathan; Sattler, Amelia; Wang, Samantha; Khaki, Ali Raza; Callahan, Alison; Fleming, Scott; Fong, Rebecca; Ehlert, Benjamin; Li, Ron C.; Shieh, Lisa; Ramchandran, Kavitha; Gensheimer, Michael F.; Chobot, Sarah; Pfohl, Stephen; Li, Siyun; Shum, Kenny; Parikh, Nitin; Desai, Priya; Seevaratnam, Briththa; Hanson, Melanie; Smith, Margaret; Xu, Yizhe; Gokhale, Arjun; Lin, Steven; Pfeffer, Michael A.; Teuteberg, Winifred; Shah, Nigam H.
DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models

DLMM作为协作多站点分布式线性混合模型的无损一次性算法

NATURE COMMUNICATIONS
IF15.7
2022-03-309
OAAI
Luo, Chongliang; Islam, Md Nazmul; Sheils, Natalie E.; Buresh, John; Reps, Jenna; Schuemie, Martijn J.; Ryan, Patrick B.; Edmondson, Mackenzie; Duan, Rui; Tong, Jiayi; Marks-Anglin, Arielle; Bian, Jiang; Chen, Zhaoyi; Duarte-Salles, Talita; Fernandez-Bertolin, Sergio; Falconer, Thomas; Kim, Chungsoo; Park, Rae Woong; Pfohl, Stephen R.; Shah, Nigam H.; Williams, Andrew E.; Xu, Hua; Zhou, Yujia; Lautenbach, Ebbing; Doshi, Jalpa A.; Werner, Rachel M.; Asch, David A.; Chen, Yong
Predictors of diagnostic transition from major depressive disorder to bipolar disorder: a retrospective observational network study
TRANSLATIONAL PSYCHIATRY
IF6.2
2021-12-2022
OAAI
Nestsiarovich, Anastasiya; Reps, Jenna M.; Matheny, Michael E.; DuVall, Scott L.; Lynch, Kristine E.; Beaton, Maura; Jiang, Xinzhuo; Spotnitz, Matthew; Pfohl, Stephen R.; Shah, Nigam H.; Torre, Carmen Olga; Reich, Christian G.; Lee, Dong Yun; Son, Sang Joon; You, Seng Chan; Park, Rae Woong; Ryan, Patrick B.; Lambert, Christophe G.

研究方向

暂未获取到该数据
N
Nigam H. Shah
H 指数:79论文数:573被引数:3.0万
M
Marzyeh Ghassemi
H 指数:52论文数:297被引数:1.4万
J
Jason Fries
H 指数:23论文数:96被引数:4,027
H
Heather Cole-Lewis
H 指数:28论文数:52被引数:8,238
A
Agata Foryciarz
H 指数:5论文数:18被引数:223
N
Negar Rostamzadeh
H 指数:19论文数:79被引数:1,720
K
Katherine Heller
H 指数:34论文数:157被引数:5,409
M
Melanie Calvert
H 指数:75论文数:483被引数:2.6万
B
Bilal A. Mateen
H 指数:24论文数:121被引数:6,020
E
Elizabeth Sapey
H 指数:50论文数:350被引数:1.1万