未登录Evaluating medical AI systems in dermatology under uncertain ground truth在不确定真实结果的情况下评估皮肤科医学人工智能系统
Stutz, David; Cemgil, Ali Taylan; Roy, Abhijit Guha; Matejovicova, Tatiana; Barsbey, Melih; Strachan, Patricia; Freyberg, Jan; Rikhye, Rajeev; Freeman, Beverly; Matos, Javier Perez; Telang, Umesh; Webster, Dale R.; Liu, Yuan; Corrado, Greg S.; Matias, Yossi; Kohli, Pushmeet; Liu, Yun; Doucet, Arnaud; Karthikesalingam, Alan .png)
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收藏Generative models improve fairness of medical classifiers under distribution shifts生成模型提高了分布转移下医学分类器的公平性Ktena, Ira; Wiles, Olivia; Albuquerque, Isabela; Rebuffi, Sylvestre-Alvise; Tanno, Ryutaro; Roy, Abhijit Guha; Azizi, Shekoofeh; Belgrave, Danielle; Kohli, Pushmeet; Cemgil, Taylan; Karthikesalingam, Alan; Gowal, Sven 分享 收藏 Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to cliniciansDvijotham, Krishnamurthy (Dj); Winkens, Jim; Barsbey, Melih; Ghaisas, Sumedh; Stanforth, Robert; Pawlowski, Nick; Strachan, Patricia; Ahmed, Zahra; Azizi, Shekoofeh; Bachrach, Yoram; Culp, Laura; Daswani, Mayank; Freyberg, Jan; Kelly, Christopher; Kiraly, Atilla; Kohlberger, Timo; McKinney, Scott; Mustafa, Basil; Natarajan, Vivek; Geras, Krzysztof; Witowski, Jan; Qin, Zhi Zhen; Creswell, Jacob; Shetty, Shravya; Sieniek, Marcin; Spitz, Terry; Corrado, Greg; Kohli, Pushmeet; Cemgil, Taylan; Karthikesalingam, Alan 分享 收藏 分享 收藏 分享 收藏 Does your dermatology classifier know what it doesn't know? Detecting the long-tail of unseen conditionsRoy, Abhijit Guha; Ren, Jie; Azizi, Shekoofeh; Loh, Aaron; Natarajan, Vivek; Mustafa, Basil; Pawlowski, Nick; Freyberg, Jan; Liu, Yuan; Beaver, Zach; Nam Vo; Bui, Peggy; Winter, Samantha; MacWilliams, Patricia; Corrado, Greg S.; Telang, Umesh; Liu, Yun; Cemgil, Taylan; Karthikesalingam, Alan; Lakshminarayanan, Balaji; Winkens, Jim 分享 收藏 分享 收藏 分享 收藏 分享 收藏 分享 收藏 分享 收藏 分享 收藏 分享 收藏 分享 收藏 分享 收藏 分享 收藏 分享 收藏 分享 收藏 分享 收藏 分享 收藏 
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