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J

Juan M. Banda

Stanford Health Care

26H指数
330论文数
3.5K被引数
收录论文 17
发表时间
Holistic evaluation of large language models for medical tasks with MedHELM使用MedHELM对医疗任务的大型语言模型进行整体评估
err2026-01-20
err0
PREAI
errSuhana Bedi; Hejie Cui; Miguel Fuentes; Alyssa Unell; Michael Wornow; Juan M. Banda; Nikesh Kotecha; Timothy Keyes; Yifan Mai; Mert Oez; Hao Qiu; Shrey Jain; Leonardo Schettini; Mehr Kashyap; Jason Alan Fries; Akshay Swaminathan; Philip Chung; Fateme Nateghi Haredasht; Ivan Lopez; Asad Aali; Gabriel Tse; Ashwin Nayak; Shivam Vedak; Sneha S. Jain; Birju Patel; Oluseyi Fayanju; Shreya Shah; Ethan Goh; Dong-han Yao; Brian Soetikno; Eduardo Reis; Sergios Gatidis; Vasu Divi; Robson Capasso; Rachna Saralkar; Chia-Chun Chiang; Jenelle Jindal; Tho Pham; Faraz Ghoddusi; Steven Lin; Albert S. Chiou; Hyo Jung Hong; Mohana Roy; Michael F. Gensheimer; Hinesh Patel; Kevin Schulman; Dev Dash; Danton Char; Lance Downing; Francois Grolleau; Kameron Black; Bethel Mieso; Aydin Zahedivash; Wen-wai Yim; Harshita Sharma; Tony Lee; Hannah Kirsch; Jennifer Lee; Nerissa Ambers; Carlene Lugtu; Aditya Sharma; Bilal Mawji; Alex Alekseyev; Vicky Zhou; Vikas Kakkar; Jarrod Helzer; Anurang Revri; Yair Bannett; Roxana Daneshjou; Jonathan Chen; Emily Alsentzer; Keith Morse; Nirmal Ravi; Nima Aghaeepour; Vanessa Kennedy; Akshay Chaudhari; Thomas Wang; Sanmi Koyejo; Matthew P. Lungren; Eric Horvitz; Percy Liang; Michael A. Pfeffer; Nigam H. Shah
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Representing and utilizing clinical textual data for real world studies: An OHDSI approach
err2023-06-01
err7
errOAAI
errKeloth, Vipina K.; Banda, Juan M.; Gurley, Michael; Heider, Paul M.; Kennedy, Georgina; Liu, Hongfang; Liu, Feifan; Miller, Timothy; Natarajan, Karthik; Patterson, Olga, V; Peng, Yifan; Raja, Kalpana; Reeves, Ruth M.; Rouhizadeh, Masoud; Shi, Jianlin; Wang, Xiaoyan; Wang, Yanshan; Wei, Wei-Qi; Williams, Andrew E.; Zhang, Rui; Belenkaya, Rimma; Reich, Christian; Blacketer, Clair; Ryan, Patrick; Hripcsak, George; Elhada, Noemie; Xu, Hua
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Ontologizing health systems data at scale: making translational discovery a reality
err2023-05-19
err5
errOAAI
errCallahan, Tiffany J.; Stefanski, Adrianne L.; Wyrwa, Jordan M.; Zeng, Chenjie; Ostropolets, Anna; Banda, Juan M.; Baumgartner, William A., Jr.; Boyce, Richard D.; Casiraghi, Elena; Coleman, Ben D.; Collins, Janine H.; Davies, Sara J. Deakyne; Feinstein, James A.; Lin, Asiyah Y.; Martin, Blake; Matentzoglu, Nicolas A.; Meeker, Daniella; Reese, Justin; Sinclair, Jessica; Taneja, Sanya B.; Trinkley, Katy E.; Vasilevsky, Nicole A.; Williams, Andrew E.; Zhang, Xingmin A.; Denny, Joshua C.; Ryan, Patrick B.; Hripcsak, George; Bennett, Tellen D.; Haendel, Melissa A.; Robinson, Peter N.; Hunter, Lawrence E.; Kahn, Michael G.
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Automatic Extraction of Medication Mentions from Tweets-Overview of the BioCreative VII Shared Task 3 Competition
err2023-02-03
err3
errOAAI
errWeissenbacher, Davy; O'Connor, Karen; Rawal, Siddharth; Zhang, Yu; Tsai, Richard Tzong-Han; Miller, Timothy; Xu, Dongfang; Anderson, Carol; Liu, Bo; Han, Qing; Zhang, Jinfeng; Kulev, Igor; Koprue, Berkay; Rodriguez-Esteban, Raul; Ozkirimli, Elif; Ayach, Ammer; Roller, Roland; Piccolo, Stephen; Han, Peijin; Vydiswaran, V. G. Vinod; Tekumalla, Ramya; Banda, Juan M.; Bagherzadeh, Parsa; Bergler, Sabine; Silva, Joao F.; Almeida, Tiago; Martinez, Paloma; Rivera-Zavala, Renzo; Wang, Chen-Kai; Dai, Hong-Jie; Hernandez, Luis Alberto Robles; Gonzalez-Hernandez, Graciela
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An investigation of spatial-temporal patterns and predictions of the coronavirus 2019 pandemic in Colombia, 2020-2021
err2022-03-04
err7
errOAAI
errTariq, Amna; Chakhaia, Tsira; Dahal, Sushma; Ewing, Alexander; Hua, Xinyi; Ofori, Sylvia K.; Prince, Olaseni; Salindri, Argita D.; Adeniyi, Ayotomiwa Ezekiel; Banda, Juan M.; Skums, Pavel; Luo, Ruiyan; Lara-Diaz, Leidy Y.; Burger, Raimund; Fung, Isaac Chun-Hai; Shim, Eunha; Kirpich, Alexander; Srivastava, Anuj; Chowell, Gerardo
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Pulse of the pandemic: Iterative topic filtering for clinical information extraction from social media
err2021-08-01
err7
errOAAI
errWu, Julia; Sivaraman, Venkatesh; Kumar, Dheekshita; Banda, Juan M.; Sontag, David
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Risk of hydroxychloroquine alone and in combination with azithromycin in the treatment of rheumatoid arthritis: a multinational, retrospective study
err2020-11-01
err93
errOAAI
errLane, Jennifer C. E.; Weaver, James; Kostka, Kristin; Duarte-Salles, Talita; Abrahao, Maria Tereza F.; Alghoul, Heba; Alser, Osaid; Alshammari, Thamir M.; Biedermann, Patricia; Banda, Juan M.; Burn, Edward; Casajust, Paula; Conover, Mitchell M.; Culhane, Aedin C.; Davydov, Alexander; DuVall, Scott L.; Dymshyts, Dmitry; Fernandez-Bertolin, Sergio; Fister, Kristina; Hardin, Jill; Hester, Laura; Hripcsak, George; Kaas-Hansen, Benjamin Skov; Kent, Seamus; Khosla, Sajan; Kolovos, Spyros; Lambert, Christophe G.; van der Lei, Johan; Lynch, Kristine E.; Makadia, Rupa; Margulis, Andrea, V; Matheny, Michael E.; Mehta, Paras; Morales, Daniel R.; Morgan-Stewart, Henry; Mosseveld, Mees; Newby, Danielle; Nyberg, Fredrik; Ostropolets, Anna; Park, Rae Woong; Prats-Uribe, Albert; Rao, Gowtham A.; Reich, Christian; Reps, Jenna; Rijnbeek, Peter; Sathappan, Selva Muthu Kumaran; Schuemie, Martijn; Seager, Sarah; Sena, Anthony G.; Shoaibi, Azza; Spotnitz, Matthew; Suchard, Marc A.; Torre, Carmen O.; Vizcaya, David; Wen, Haini; de Wilde, Marcel; Xie, Junqing; You, Seng Chan; Zhang, Lin; Zhuk, Oleg; Ryan, Patrick; Prieto-Alhambra, Daniel
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Deep phenotyping of 34,128 adult patients hospitalised with COVID-19 in an international network study
err2020-10-06
err61
errOAAI
errBurn, Edward; You, Seng Chan; Sena, Anthony G.; Kostka, Kristin; Abedtash, Hamed; Abrahao, Maria Tereza F.; Alberga, Amanda; Alghoul, Heba; Alser, Osaid; Alshammari, Thamir M.; Aragon, Maria; Areia, Carlos; Banda, Juan M.; Cho, Jaehyeong; Culhane, Aedin C.; Davydov, Alexander; DeFalco, Frank J.; Duarte-Salles, Talita; DuVall, Scott; Falconer, Thomas; Fernandez-Bertolin, Sergio; Gao, Weihua; Golozar, Asieh; Hardin, Jill; Hripcsak, George; Huser, Vojtech; Jeon, Hokyun; Jing, Yonghua; Jung, Chi Young; Kaas-Hansen, Benjamin Skov; Kaduk, Denys; Kent, Seamus; Kim, Yeesuk; Kolovos, Spyros; Lane, Jennifer C. E.; Lee, Hyejin; Lynch, Kristine E.; Makadia, Rupa; Matheny, Michael E.; Mehta, Paras P.; Morales, Daniel R.; Natarajan, Karthik; Nyberg, Fredrik; Ostropolets, Anna; Park, Rae Woong; Park, Jimyung; Posada, Jose D.; Prats-Uribe, Albert; Rao, Gowtham; Reich, Christian; Rho, Yeunsook; Rijnbeek, Peter; Schilling, Lisa M.; Schuemie, Martijn; Shah, Nigam H.; Shoaibi, Azza; Song, Seokyoung; Spotnitz, Matthew; Suchard, Marc A.; Swerdel, Joel N.; Vizcaya, David; Volpe, Salvatore; Wen, Haini; Williams, Andrew E.; Yimer, Belay B.; Zhang, Lin; Zhuk, Oleg; Prieto-Alhambra, Daniel; Ryan, Patrick
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Precision screening for familial hypercholesterolaemia: a machine learning study applied to electronic health encounter data
err2019-12-01
err47
errOAAI
errMyers, Kelly D.; Knowles, Joshua W.; Staszak, David; Shapiro, Michael D.; Howard, William; Yadava, Mrinal; Zuzick, David; Williamson, Latoya; Shah, Nigam H.; Banda, Juan M.; Leader, Joe; Cromwell, William C.; Trautman, Ed; Murray, Michael F.; Baum, Seth J.; Myers, Seth; Gidding, Samuel S.; Wilemon, Katherine; Rader, Daniel J.
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Finding missed cases of familial hypercholesterolemia in health systems using machine learning
err2019-04-11
err65
errOAAI
errBanda, Juan M.; Sarraju, Ashish; Abbasi, Fahim; Parizo, Justin; Pariani, Mitchel; Ison, Hannah; Briskin, Elinor; Wand, Hannah; Dubois, Sebastien; Jung, Kenneth; Myers, Seth A.; Rader, Daniel J.; Leader, Joseph B.; Murray, Michael F.; Myers, Kelly D.; Wilemon, Katherine; Shah, Nigam H.; Knowles, Joshua W.
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Association of Hemoglobin A1C Levels With Use of Sulfonylureas, Dipeptidyl Peptidase 4 Inhibitors, and Thiazolidinediones in Patients With Type 2 Diabetes Treated With Metformin Analysis From the Observational Health Data Sciences and Informatics Initiative
err2018-08-24
err50
errOAAI
errVashisht, Rohit; Jung, Kenneth; Schuler, Alejandro; Banda, Juan M.; Park, Rae Woong; Jin, Sanghyung; Li, Li; Dudley, Joel T.; Johnson, Kipp W.; Shervey, Mark M.; Xu, Hua; Wu, Yonghui; Natrajan, Karthik; Hripcsak, George; Jin, Peng; Van Zandt, Mui; Reckard, Anthony; Reich, Christian G.; Weaver, James; Schuemie, Martijn J.; Ryan, Patrick B.; Callahan, Alison; Shah, Nigam H.
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Risk of angioedema associated with levetiracetam compared with phenytoin: Findings of the observational health data sciences and informatics research network
err2017-07-06
err36
errOAAI
errDuke, Jon D.; Ryan, Patrick B.; Suchard, Marc A.; Hripcsak, George; Jin, Peng; Reich, Christian; Schwalm, Marie-Sophie; Khoma, Yuriy; Wu, Yonghui; Xu, Hua; Shah, Nigam H.; Banda, Juan M.; Schuemie, Martijn J.
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Characterizing treatment pathways at scale using the OHDSI network使用OHDSI网络在规模上表征治疗途径
err2016-06-06
err210
errOAAI
errHripcsak, George; Ryan, Patrick B.; Duke, Jon D.; Shah, Nigam H.; Park, Rae Woong; Huser, Vojtech; Suchard, Marc A.; Schuemie, Martijn J.; DeFalco, Frank J.; Perotte, Adler; Banda, Juan M.; Reich, Christian G.; Schilling, Lisa M.; Matheny, Michael E.; Meeker, Daniella; Pratt, Nicole; Madigan, David
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Feasibility of Prioritizing Drug-Drug-Event Associations Found in Electronic Health Records优先考虑电子健康记录中发现的药物-事件关联的可行性
err2015-10-08
err35
errOAAI
errBanda, Juan M.; Callahan, Alison; Winnenburg, Rainer; Strasberg, Howard R.; Cami, Aurel; Reis, Ben Y.; Vilar, Santiago; Hripcsak, George; Dumontier, Michel; Shah, Nigam Haresh
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