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Karandeep Singh

university of michigan

38H指数
213论文数
9.0K被引数
收录论文 62
发表时间
Evaluation of performance measures in predictive artificial intelligence models to support medical decisions: overview and guidance评估预测人工智能模型中用于支持医疗决策的性能指标:概述与指导
err2025-12-13
err0
errOAAI
errBen Van Calster; Gary S Collins; Andrew J Vickers; Laure Wynants; Kathleen F Kerr; Lasai Barreñada; Gael Varoquaux; Karandeep Singh; Karel GM Moons; Tina Hernandez-Boussard; Dirk Timmerman; David J McLernon; Maarten van Smeden; Ewout W Steyerberg
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Responsible Use of Artificial Intelligence to Improve Kidney Care负责任地使用人工智能来改善肾脏护理
err2025-11-01
err2
PREAI
errTangri, Navdeep; Cheungpasitporn, Wisit; Crittenden, Stanley D.; Fornoni, Alessia; Peralta, Carmen A.; Singh, Karandeep; Usvyat, Len A.; Waterman, Amy D.
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Daily variation in symptoms and functioning in Huntington disease: Feasibility and variability
err2025-04-01
err0
PREAI
errCarlozzi, Noelle E.; Troost, Jonathan P.; Miner, Jennifer A.; Singh, Karandeep; Padmanabhan, Arjun A.; Lombard, Wendy L.; Dayalu, Praveen
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Testing and Evaluation of Health Care Applications of Large Language Models: A Systematic Review大语言模型医疗保健应用的测试和评估: 系统综述
err2025-01-28
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PREAI
errBedi, Suhana; Liu, Yutong; Orr-Ewing, Lucy; Dash, Dev; Koyejo, Sanmi; Callahan, Alison; Fries, Jason A.; Wornow, Michael; Swaminathan, Akshay; Lehmann, Lisa Soleymani; Hong, Hyo Jung; Kashyap, Mehr; Chaurasia, Akash R.; Shah, Nirav R.; Singh, Karandeep; Tazbaz, Troy; Milstein, Arnold; Pfeffer, Michael A.; Shah, Nigam H.
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Meeting the Artificial Intelligence Needs of US Health Systems
err2024-10-01
err0
PREAI
errLyons, Patrick G.; Dorr, David A.; Melton, Genevieve B.; Singh, Karandeep; Payne, Philip R. O.
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TRIPOD plus AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methodsTRIPOD plus AI声明: 报告使用回归或机器学习方法的临床预测模型的更新指南
err2024-04-16
err103
errOAAI
errCollins, Gary S.; Moons, Karel G. M.; Dhiman, Paula; Riley, Richard; Beam, Andrew L.; Van Calster, Ben; Ghassemi, Marzyeh; Liu, Xiaoxuan; Reitsma, Johannes B.; van Smeden, Maarten; Boulesteix, Anne-Laure; Camaradou, Jennifer Catherine; Celi, Leo Anthony; Denaxas, Spiros; Denniston, Alastair K.; Glocker, Ben; Golub, Robert M.; Harvey, Hugh; Heinze, Georg; Hoffman, Michael M.; Kengne, Andre Pascal; Lam, Emily; Lee, Naomi; Loder, Elizabeth W.; Maier-Hein, Lena; Mateen, Bilal A.; McCradden, Melissa; Oakden-Rayner, Lauren; Ordish, Johan; Parnell, Richard; Rose, Sherri; Singh, Karandeep; Wynants, Laure; Logullo, Patricia
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Ambipolar Doping in π-Conjugated Polymers
err2023-12-11
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PREAI
errSingh, Karandeep; Mohapatra, Aiswarya Abhisek; Giri, Dipanjan; Gangadharappa, Chandrasekhar; Jhulki, Samik; Barlow, Stephen; Marder, Seth R.; Ghosh, Arindam; Patil, Satish; Chauhan, Neha
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Implications of the Use of Artificial Intelligence Predictive Models in Health Care Settings A Simulation Study
err2023-10-01
err15
PREAI
errVaid, Akhil; Sawant, Ashwin; Suarez-Farinas, Mayte; Lee, Juhee; Kaul, Sanjeev; Kovatch, Patricia; Freeman, Robert; Jiang, Joy; Jayaraman, Pushkala; Fayad, Zahi; Argulian, Edgar; Lerakis, Stamatios; Charney, Alexander W.; Wang, Fei; Levin, Matthew; Glicksberg, Benjamin; Narula, Jagat; Hofer, Ira; Singh, Karandeep; Nadkarni, Girish N.
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Predicting Persistent Opioid Use after Hand Surgery: A Machine Learning Approach
err2023-09-29
err4
PREAI
errBaxter, Natalie B.; Ho, Allister Z.; Byrd, Jacqueline N.; Fernandez, Anne C.; Singh, Karandeep; Chung, Kevin C.
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Development of a decentralized cohort for studying post-acute sequelae of COVID-19 in India in the Data4life Study
err2023-08-25
err1
errOAAI
errSchilling, Josh; Shokouhi, Sepideh; Montgomery, Aisha; Nadkarni, Girish N.; Charney, Alexander W.; Shanker, Anil; Singh, Rajbir; Jhaveri, Kenar; Singh, Karandeep S.; Khadke, Prashant; Jain, Praduman
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Digital health and acute kidney injury: consensus report of the 27th Acute Disease Quality Initiative workgroup数字健康与急性肾损伤: 第27届急性病质量倡议工作组共识报告
err2023-08-14
err13
errOAAI
errKashani, Kianoush B.; Awdishu, Linda; Bagshaw, Sean M.; Barreto, Erin F.; Claure-Del Granado, Rolando; Evans, Barbara J.; Forni, Lui G.; Ghosh, Erina; Goldstein, Stuart L.; Kane-Gill, Sandra L.; Koola, Jejo; Koyner, Jay L.; Liu, Mei; Murugan, Raghavan; Nadkarni, Girish N.; Neyra, Javier A.; Ninan, Jacob; Ostermann, Marlies; Pannu, Neesh; Rashidi, Parisa; Ronco, Claudio; Rosner, Mitchell H.; Selby, Nicholas M.; Shickel, Benjamin; Singh, Karandeep; Soranno, Danielle E.; Sutherland, Scott M.; Bihorac, Azra; Mehta, Ravindra L.
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Enabling collaborative governance of medical AI
err2023-08-09
err5
PREAI
errPrice II, W. Nicholson; Sendak, Mark; Balu, Suresh; Singh, Karandeep
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External Validation and Comparison of a General Ward Deterioration Index Between Diversely Different Health Systems
err2023-03-16
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errOAAI
errCummings, Brandon C.; Blackmer, Joseph M.; Motyka, Jonathan R.; Farzaneh, Negar; Cao, Loc; Bisco, Erin L.; Glassbrook, James D.; Roebuck, Michael D.; Gillies, Christopher E.; Admon, Andrew J.; Medlin Jr, Richard P.; Singh, Karandeep; Sjoding, Michael W.; Ward, Kevin R.; Ansari, Sardar
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Editorial: Surfacing best practices for AI software development and integration inhealthcare
err2023-02-21
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errOAAI
errSendak, Mark; Vidal, David; Trujillo, Sylvia; Singh, Karandeep; Liu, Xiaoxuan; Balu, Suresh
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Generalizability of an acute kidney injury prediction model across health systems
err2022-12-01
err15
errOAAI
errCao, Jie; Zhang, Xiaosong; Shahinian, Vahakn; Yin, Huiying; Steffick, Diane; Saran, Rajiv; Crowley, Susan; Mathis, Michael; Nadkarni, Girish N. N.; Heung, Michael; Singh, Karandeep
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Lessons in machine learning model deployment learned from sepsis
errMED
IF11.8
err2022-09-01
err2
errOAAI
errLyons, Patrick G.; Singh, Karandeep
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