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Patrick Schwab

glaxosmithkline

22H指数
120论文数
1.5K被引数
收录论文 23
发表时间
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Cardiac health assessment across scenarios and devices using a multimodal foundation model pretrained on data from 1.7 million individuals基于170万个体数据预训练的多模态基础模型在不同场景和设备下的心脏健康评估
errNature Machine Intelligence
IF23.9
err2026-02-24
err0
errOAAI
errXiao Gu; Wei Tang; Jinpei Han; Veer Sangha; Fenglin Liu; Shreyank N. Gowda; Antonio H. Ribeiro; Patrick Schwab; Kim Branson; Lei Clifton; Antonio Luiz P. Ribeiro; Zhangdaihong Liu; David A. Clifton
err分享
err收藏
In silico biological discovery with large perturbation models基于大规模扰动模型的高通量生物学发现
errNature Computational Science
IF18.3
err2025-10-15
err0
errOAAI
errDjordje Miladinovic; Tobias Höppe; Mathieu Chevalley; Andreas Georgiou; Lachlan Stuart; Arash Mehrjou; Marcus Bantscheff; Bernhard Schölkopf; Patrick Schwab
err分享
err收藏
Varicella-zoster virus reactivation and the risk of dementia水痘-带状疱疹病毒再激活与痴呆风险
errNature Medicine
IF50
err2025-10-06
err0
errOAAI
errVitaly Polisky; Maria Littmann; Aleksei Triastcyn; Max Horn; Andreas Georgiou; Robyn Widenmaier; Bruno Anspach; Halima Tahrat; Sanjay Kumar; Carolyn Buser-Doepner; Pascal Geldsetzer; Cornelia M. Van Duijn; Patrick Schwab
err分享
err收藏
Sample Selection Bias in Machine Learning for Healthcare机器学习在医疗保健领域的样本选择偏倚
errACM TRANSACTIONS ON COMPUTING FOR HEALTHCARE
IF0
err2025-10-01
err0
PREAI
errChauhan, Vinod Kumar; Clifton, Lei; Salaun, Achille; Lu, Huiqi Yvonne; Branson, Kim; Schwab, Patrick; Nigam, Gaurav; Clifton, David A.
err分享
err收藏
A collaborative large language model for drug analysis一个用于药物分析的协作式大型语言模型
errNature Biomedical Engineering
IF26.6
err2025-09-23
err0
errOAAI
errHongjian Zhou; Fenglin Liu; Jinge Wu; Wenjun Zhang; Guowei Huang; Lei Clifton; David Eyre; Haochen Luo; Fengyuan Liu; Kim Branson; Patrick Schwab; Xian Wu; Yefeng Zheng; Anshul Thakur; David A. Clifton
err分享
err收藏
Learning Across the Divide: Personalised Federated Learning for Robust Clinical Modelling Under Data-View Heterogeneity跨界学习：在数据-视图异构性下实现鲁棒临床建模的个性化联邦学习
errIEEE Journal of Biomedical and Health Informatics
IF6.8
err2025-09-18
err0
PREAI
errSoheila Molaei; Anshul Thakur; Lei Clifton; Andrew Soltan; Patrick Schwab; Danielle Belgrave; Kim Branson; David A. Clifton
err分享
err收藏
Machine Learning for Toxicity Prediction Using Chemical Structures: Pillars for Success in the Real World基于化学结构的毒性预测机器学习：现实世界成功的基石
errCHEMICAL RESEARCH IN TOXICOLOGY
IF3.8
err2025-05-02
err0
errOAAI
errSeal, Srijit; Mahale, Manas; Garcia-Ortegon, Miguel; Joshi, Chaitanya K.; Hosseini-Gerami, Layla; Beatson, Alex; Greenig, Matthew; Shekhar, Mrinal; Patra, Arijit; Weis, Caroline; Mehrjou, Arash; Badre, Adrien; Paisley, Brianna; Lowe, Rhiannon; Singh, Shantanu; Shah, Falgun; Johannesson, Bjarki; Williams, Dominic; Rouquie, David; Clevert, Djork-Arne; Schwab, Patrick; Richmond, Nicola; Nicolaou, Christos A.; Gonzalez, Raymond J.; Naven, Russell; Schramm, Carolin; Vidler, Lewis R.; Mansouri, Kamel; Walters, W. Patrick; Wilk, Deidre Dalmas; Spjuth, Ola; Carpenter, Anne E.; Bender, Andreas
err分享
err收藏
A large-scale benchmark for network inference from single-cell perturbation data
errCOMMUNICATIONS BIOLOGY
IF5.1
err2025-03-11
err0
errOAAI
errChevalley, Mathieu; Roohani, Yusuf H.; Mehrjou, Arash; Leskovec, Jure; Schwab, Patrick
err分享
err收藏
Knowledge abstraction and filtering based federated learning over heterogeneous data views in healthcare (vol 7, 331 , 2021)
errNPJ DIGITAL MEDICINE
IF15.1
err2024-11-21
err0
errOAAI
errThakur, Anshul; Molaei, Soheila; Nganjimi, Pafue Christy; Liu, Fenglin; Soltan, Andrew; Schwab, Patrick; Branson, Kim; Clifton, David A.
err分享
err收藏
Mutations in the tail and rod domains of the neurofilament heavy-chain gene increase the risk of ALS神经丝重链基因尾部和杆结构域的突变增加ALS的风险
errANNALS OF CLINICAL AND TRANSLATIONAL NEUROLOGY
IF3.9
err2024-05-22
err2
errOAAI
errMarriott, Heather; Spargo, Thomas P.; Al Khleifat, Ahmad; Andersen, Peter M.; Basak, Nazli A.; Cooper-Knock, Johnathan; Corcia, Philippe; Couratier, Philippe; de Carvalho, Mamede; Drory, Vivian; Gotkine, Marc; Landers, John E.; McLaughlin, Russell; Pardina, Jesus S. Mora; Morrison, Karen E.; Pinto, Susana; Shaw, Christopher E.; Shaw, Pamela J.; Silani, Vincenzo; Ticozzi, Nicola; van Damme, Philip; van den Berg, Leonard H.; Vourc'h, Patrick; Weber, Markus; Veldink, Jan H.; Dobson, Richard J.; Schwab, Patrick; Al-Chalabi, Ammar; Iacoangeli, Alfredo
err分享
err收藏
Development of Predictive Models to Inform a Novel Risk Categorization Framework for Antibiotic Resistance in Escherichia coli-Caused Uncomplicated Urinary Tract Infection
errCLINICAL INFECTIOUS DISEASES
IF7.3
err2024-04-04
err0
errOAAI
errShields, Ryan K.; Cheng, Wendy Y.; Kponee-Shovein, Kale; Indacochea, Daniel; Gao, Chi; Kuwer, Fernando; Joshi, Ashish, V; Mitrani-Gold, Fanny S.; Schwab, Patrick; Ferrinho, Diogo; Mahendran, Malena; Pinheiro, Lisa; Royer, Jimmy; Preib, Madison T.; Han, Jennifer; Colgan, Richard
err分享
err收藏
Unsupervised machine learning identifies distinct ALS molecular subtypes in post-mortem motor cortex and blood expression data无监督机器学习识别死后运动皮层和血液表达数据中不同的ALS分子亚型
errACTA NEUROPATHOLOGICA COMMUNICATIONS
IF5.7
err2023-12-21
err8
errOAAI
errMarriott, Heather; Kabiljo, Renata; Hunt, Guy P.; Al Khleifat, Ahmad; Jones, Ashley; Troakes, Claire; Pfaff, Abigail L.; Quinn, John P.; Koks, Sulev; Dobson, Richard J.; Schwab, Patrick; Al-Chalabi, Ammar; Iacoangeli, Alfredo
err分享
err收藏
Detection of diabetes from whole-body MRI using deep learning
errJCI INSIGHT
IF6.1
err2021-11-08
err12
errOAAI
errDietz, Benedikt; Machann, Juergen; Agrawal, Vaibhav; Heni, Martin; Schwab, Patrick; Dienes, Julia; Reichert, Steffen; Birkenfeld, Andreas L.; Haering, Hans-Ulrich; Schick, Fritz; Stefan, Norbert; Fritsche, Andreas; Preissl, Hubert; Schoelkopf, Bernhard; Bauer, Stefan; Wagner, Robert
err分享
err收藏
Overcoming barriers to data sharing with medical image generation: a comprehensive evaluation
errNPJ DIGITAL MEDICINE
IF15.1
err2021-09-24
err30
errOAAI
errSchuette, August DuMont; Hetzel, Juergen; Gatidis, Sergios; Hepp, Tobias; Dietz, Benedikt; Bauer, Stefan; Schwab, Patrick
err分享
err收藏
Crowdsourcing digital health measures to predict Parkinson's disease severity: the Parkinson's Disease Digital Biomarker DREAM Challenge
errNPJ DIGITAL MEDICINE
IF15.1
err2021-03-19
err29
errOAAI
errSieberts, Solveig K.; Schaff, Jennifer; Duda, Marlena; Pataki, Balint Armin; Sun, Ming; Snyder, Phil; Daneault, Jean-Francois; Parisi, Federico; Costante, Gianluca; Rubin, Udi; Banda, Peter; Chae, Yooree; Chaibub Neto, Elias; Dorsey, E. Ray; Aydin, Zafer; Chen, Aipeng; Elo, Laura L.; Espino, Carlos; Glaab, Enrico; Goan, Ethan; Golabchi, Fatemeh Noushin; Gormez, Yasin; Jaakkola, Maria K.; Jonnagaddala, Jitendra; Klen, Riku; Li, Dongmei; McDaniel, Christian; Perrin, Dimitri; Perumal, Thanneer M.; Rad, Nastaran Mohammadian; Rainaldi, Erin; Sapienza, Stefano; Schwab, Patrick; Shokhirev, Nikolai; Venalainen, Mikko S.; Vergara-Diaz, Gloria; Zhang, Yuqian; Wang, Yuanjia; Guan, Yuanfang; Brunner, Daniela; Bonato, Paolo; Mangravite, Lara M.; Omberg, Larsson
err分享
err收藏
Real-time prediction of COVID-19 related mortality using electronic health records
errNATURE COMMUNICATIONS
IF15.7
err2021-02-16
err27
errOAAI
errSchwab, Patrick; Mehrjou, Arash; Parbhoo, Sonali; Celi, Leo Anthony; Hetzel, Jurgen; Hofer, Markus; Scholkopf, Bernhard; Bauer, Stefan
err分享
err收藏
Clinical Predictive Models for COVID-19: Systematic Study新型冠状病毒肺炎的临床预测模型: 系统研究
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2020-10-06
err58
errOAAI
errSchwab, Patrick; Schutte, August DuMont; Dietz, Benedikt; Bauer, Stefan
err分享
err收藏
Detection of Diabetes from Whole-Body Magnetic Resonance Imaging Using Deep Learning
errDIABETES
IF7.5
err2020-06-01
err1
PREAI
errWagner, Robert; Dietz, Benedikt; Machann, Juergen; Schwab, Patrick; Dienes, Julia K.; Reichert, Steffen; Birkenfeld, Andreas L.; Haering, Hans-Ulrich; Schick, Fritz; Stefan, Norbert; Heni, Martin; Preissl, Hubert; Schoelkopf, Bernhard; Bauer, Stefan; Fritsche, Andreas
err分享
err收藏
Automated False Alarm Reduction in a Real-Life Intensive Care Setting Using Motion Detection
errNEUROCRITICAL CARE
IF3.6
err2019-07-09
err17
errOAAI
errMuroi, Carl; Meier, Sando; De Luca, Valeria; Mack, David J.; Straessle, Christian; Schwab, Patrick; Karlen, Walter; Keller, Emanuela
err分享
err收藏
Coupled T-Shaped Optical Antennas with Two Resonances Localized in a Common Nanogap
errACS PHOTONICS
IF6.7
err2015-10-20
err22
PREAI
errDopf, Katja; Moosmann, Carola; Kettlitz, Siegfried W.; Schwab, Patrick M.; Ilin, Konstantin; Siegel, Michael; Lemmer, Uli; Eisler, Hans-Juergen
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
C
Cornelia M. van Duijn
H 指数: 238 · 论文数: 1.9K
B
Bernhard Schölkopf
H 指数: 140 · 论文数: 1.5K
J
Jure Leskovec
H 指数: 136 · 论文数: 625
P
Pamela J. Shaw
H 指数: 118 · 论文数: 878
J
Jan H. Veldink
H 指数: 106 · 论文数: 567
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