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D

David Sontag

Genentech

50H指数
249论文数
1.3W被引数
收录论文 22
发表时间
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Use of Machine Learning to Assess the Management of Uncomplicated Urinary Tract Infection利用机器学习方法评估无并发症尿路感染的管理
errJAMA NETWORK OPEN
IF9.7
err2025-01-31
err0
errOAAI
errJones, Noah; Shih, Ming-Chieh; Healey, Elizabeth; Zhai, Chen Wen; Advani, Sonali; Smith-McLallen, Aaron; Sontag, David; Kanjilal, Sanjat
err分享
err收藏
Deeper evaluation of a single-cell foundation model单细胞基础模型的更深入评估
errNATURE MACHINE INTELLIGENCE
IF23.9
err2024-12-12
err1
PREAI
errBoiarsky, Rebecca; Singh, Nalini M.; Buendia, Alejandro; Amini, Ava P.; Getz, Gad; Sontag, David
err分享
err收藏
Joint AI-driven event prediction and longitudinal modeling in newly diagnosed and relapsed multiple myeloma
errNPJ DIGITAL MEDICINE
IF15.1
err2024-07-29
err0
errOAAI
errHussain, Zeshan; De Brouwer, Edward; Boiarsky, Rebecca; Setty, Sama; Gupta, Neeraj; Liu, Guohui; Li, Cong; Srimani, Jaydeep; Zhang, Jacob; Labotka, Rich; Sontag, David
err分享
err收藏
Attention-based neural networks for clinical prediction modelling on electronic health records基于注意的神经网络用于电子健康记录的临床预测建模
errBMC MEDICAL RESEARCH METHODOLOGY
IF3.4
err2023-12-07
err1
errOAAI
errFridgeirsson, Egill A.; Sontag, David; Rijnbeek, Peter
err分享
err收藏
Single cell characterization of myeloma and its precursor conditions reveals transcriptional signatures of early tumorigenesis
errNATURE COMMUNICATIONS
IF15.7
err2022-11-17
err26
errOAAI
errBoiarsky, Rebecca; Haradhvala, Nicholas J.; Alberge, Jean-Baptiste; Sklavenitis-Pistofidis, Romanos; Mouhieddine, Tarek H.; Zavidij, Oksana; Shih, Ming-Chieh; Firer, Danielle; Miller, Mendy; El-Khoury, Habib; Anand, Shankara K.; Aguet, Francois; Sontag, David; Ghobrial, Irene M.; Getz, Gad
err分享
err收藏
The Potential For Bias In Machine Learning And Opportunities For Health Insurers To Address It
errHEALTH AFFAIRS
IF8.1
err2022-02-01
err28
errOAAI
errGervasi, Stephanie S.; Chen, Irene Y.; Smith-McLallen, Aaron; Sontag, David; Obermeyer, Ziad; Vennera, Michael; Chawla, Ravi
err分享
err收藏
Automated NLP Extraction of Clinical Rationale for Treatment Discontinuation in Breast Cancer
errJCO CLINICAL CANCER INFORMATICS
IF2.8
err2021-12-01
err8
errOAAI
errAlkaitis, Matthew S.; Agrawal, Monica N.; Riely, Gregory J.; Razavi, Pedram; Sontag, David
err分享
err收藏
Pulse of the pandemic: Iterative topic filtering for clinical information extraction from social media
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2021-08-01
err7
errOAAI
errWu, Julia; Sivaraman, Venkatesh; Kumar, Dheekshita; Banda, Juan M.; Sontag, David
err分享
err收藏
Predicting Response to Tocilizumab Monotherapy in Rheumatoid Arthritis: A Real-world Data Analysis Using Machine Learning预测类风湿关节炎对托珠单抗单药治疗的反应: 使用机器学习的真实数据分析
errJOURNAL OF RHEUMATOLOGY
IF3.4
err2021-05-01
err20
PREAI
errJohansson, Fredrik D.; Collins, Jamie E.; Yau, Vincent; Guan, Hongshu; Kim, Seoyoung C.; Losina, Elena; Sontag, David; Stratton, Jacklyn; Trinh, Huong; Greenberg, Jeffrey; Solomon, Daniel H.
err分享
err收藏
Veno-venous extracorporeal membrane oxygenation allocation in the COVID-19 pandemic
errJOURNAL OF CRITICAL CARE
IF2.9
err2021-02-01
err16
errOAAI
errMurugappan, Kadhiresan R.; Walsh, Daniel P.; Mittel, Aaron; Sontag, David; Shae, Shahzad
err分享
err收藏
A decision algorithm to promote outpatient antimicrobial stewardship for uncomplicated urinary tract infection
errSCIENCE TRANSLATIONAL MEDICINE
IF14.6
err2020-11-04
err41
errOAAI
errKanjilal, Sanjat; Oberst, Michael; Boominathan, Sooraj; Zhou, Helen; Hooper, David C.; Sontag, David
err分享
err收藏
Predicting human health from biofluid-based metabolomics using machine learning
errSCIENTIFIC REPORTS
IF3.9
err2020-10-19
err23
errOAAI
errEvans, Ethan D.; Duvallet, Claire; Chu, Nathaniel D.; Oberst, Michael K.; Murphy, Michael A.; Rockafellow, Isaac; Sontag, David; Alm, Eric J.
err分享
err收藏
Improving documentation of presenting problems in the emergency department using a domain-specific ontology and machine learning-driven user interfaces
errINTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
IF4.1
err2019-12-01
err23
PREAI
errGreenbaum, Nathaniel R.; Jernite, Yacine; Halpern, Yoni; Calder, Shelley; Nathanson, Larry A.; Sontag, David A.; Horng, Steven
err分享
err收藏
Guidelines for reinforcement learning in healthcare医疗保健中的强化学习指南
errNATURE MEDICINE
IF50
err2019-01-07
err237
errOAAI
errGottesman, Omer; Johansson, Fredrik; Komorowski, Matthieu; Faisal, Aldo; Sontag, David; Doshi-Velez, Finale; Celi, Leo Anthony
err分享
err收藏
Early Identification of Patients With Acute Decompensated Heart Failure急性失代偿性心力衰竭患者的早期识别
errJOURNAL OF CARDIAC FAILURE
IF8.2
err2018-06-01
err11
errOAAI
errBlecker, Saul; Sontag, David; Horwitz, Leora, I; Kuperman, Gilad; Park, Hannah; Reyentovich, Alex; Katz, Stuart D.
err分享
err收藏
Recurrent Neural Networks for Multivariate Time Series with Missing Values
errSCIENTIFIC REPORTS
IF3.9
err2018-04-17
err1.4K
errOAAI
errChe, Zhengping; Purushotham, Sanjay; Cho, Kyunghyun; Sontag, David; Liu, Yan
err分享
err收藏
Learning Topic Models - Provably and Efficiently
errCOMMUNICATIONS OF THE ACM
IF12.2
err2018-03-26
err9
errOAAI
errArora, Sanjeev; Ge, Rong; Halpern, Yoni; Mimno, David; Moitra, Ankur; Sontag, David; Wu, Yichen; Zhu, Michael
err分享
err收藏
Learning a Health Knowledge Graph from Electronic Medical Records
errSCIENTIFIC REPORTS
IF3.9
err2017-07-20
err281
errOAAI
errRotmensch, Maya; Halpern, Yoni; Tlimat, Abdulhakim; Horng, Steven; Sontag, David
err分享
err收藏
Comparison of Approaches for Heart Failure Case Identification From Electronic Health Record Data
errJAMA CARDIOLOGY
IF14.1
err2016-12-01
err65
errOAAI
errBlecker, Saul; Katz, Stuart D.; Horwitz, Leora I.; Kuperman, Gilad; Park, Hannah; Gold, Alex; Sontag, David
err分享
err收藏
Machine Learning Algorithms Can Identify Patients Who Will Benefit from Targeted Sepsis Decision Support
errANNALS OF EMERGENCY MEDICINE
IF5
err2012-10-01
err1
PREAI
errHorng, S.; Sontag, D. A.; Shapiro, N., I; Nathanson, L. A.
err分享
err收藏

研究方向

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Elena Losina
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