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S

Stefan Bauer

school of computation

36H指数
215论文数
1.4W被引数
收录论文 32
发表时间
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Robustness tests for biomedical foundation models should tailor to specifications生物医学基础模型的鲁棒性测试应针对具体规格进行。
errnpj Digital Medicine
IF15.1
err2025-08-29
err0
errOAAI
errR. Patrick Xian; Noah R. Baker; Tom David; Qiming Cui; A. Jay Holmgren; Stefan Bauer; Madhumita Sushil; Reza Abbasi-Asl
err分享
err收藏
Deep active optimization for complex systems复杂系统的深度主动优化
errNature Computational Science
IF18.3
err2025-08-25
err0
errOAAI
errYe Wei; Bo Peng; Ruiwen Xie; Yangtao Chen; Yu Qin; Peng Wen; Stefan Bauer; Po-Yen Tung; Dierk Raabe
err分享
err收藏
Frequent longitudinal blood microsampling and proteome monitoring identify disease markers and enable timely intervention in a mouse model of type 1 diabetes频繁的纵向血液微采样和蛋白质组监测可识别疾病标志物，并能在1型糖尿病小鼠模型中实现及时干预
errDiabetologia
IF10.2
err2025-08-04
err0
errOAAI
errAnirudra Parajuli; Annika Bendes; Fabian Byvald; Virginia M. Stone; Emma E. Ringqvist; Marta Butrym; Emmanouil Angelis; Sophie Kipper; Stefan Bauer; Niclas Roxhed; Jochen M. Schwenk; Malin Flodström-Tullberg
err分享
err收藏
Causal machine learning for single-cell genomics单细胞基因组学的因果机器学习
errNATURE GENETICS
IF0
err2025-03-31
err0
errOAAI
errTejada-Lapuerta, Alejandro; Bertin, Paul; Bauer, Stefan; Aliee, Hananeh; Bengio, Yoshua
err分享
err收藏
Biases in machine-learning models of human single-cell data人类单细胞数据机器学习模型中的偏差
errNATURE CELL BIOLOGY
IF19.1
err2025-02-19
err0
PREAI
errWillem, Theresa; Shitov, Vladimir A.; Luecken, Malte D.; Kilbertus, Niki; Bauer, Stefan; Piraud, Marie; Buyx, Alena
err分享
err收藏
Molecular causality in the advent of foundation models基础模型出现时的分子因果关系
errMOLECULAR SYSTEMS BIOLOGY
IF7.7
err2024-06-18
err1
errOAAI
errLobentanzer, Sebastian; Rodriguez-Mier, Pablo; Bauer, Stefan; Saez-Rodriguez, Julio
err分享
err收藏
Causal machine learning for predicting treatment outcomes因果机器学习预测治疗结果
errNATURE MEDICINE
IF50
err2024-04-19
err16
PREAI
errFeuerriegel, Stefan; Frauen, Dennis; Melnychuk, Valentyn; Schweisthal, Jonas; Hess, Konstantin; Curth, Alicia; Bauer, Stefan; Kilbertus, Niki; Kohane, Isaac S.; van der Schaar, Mihaela
err分享
err收藏
Quantitative three-dimensional imaging of chemical short-range order via machine learning enhanced atom probe tomography
errNATURE COMMUNICATIONS
IF15.7
err2023-11-16
err13
errOAAI
errLi, Yue; Wei, Ye; Wang, Zhangwei; Liu, Xiaochun; Colnaghi, Timoteo; Han, Liuliu; Rao, Ziyuan; Zhou, Xuyang; Huber, Liam; Dsouza, Raynol; Gong, Yilun; Neugebauer, Joerg; Marek, Andreas; Rampp, Markus; Bauer, Stefan; Li, Hongxiang; Baker, Ian; Stephenson, Leigh T.; Gault, Baptiste
err分享
err收藏
A machine learning route between band mapping and band structure
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2022-12-30
err9
errOAAI
errXian, R. Patrick; Stimper, Vincent; Zacharias, Marios; Dendzik, Maciej; Dong, Shuo; Beaulieu, Samuel; Scholkopf, Bernhard; Wolf, Martin; Rettig, Laurenz; Carbogno, Christian; Bauer, Stefan; Ernstorfer, Ralph
err分享
err收藏
Dexterous robotic manipulation using deep reinforcement learning and knowledge transfer for complex sparse reward-based tasks使用深度强化学习和知识转移的灵巧机器人操纵复杂的稀疏基于奖励的任务
errEXPERT SYSTEMS
IF2.3
err2022-11-30
err7
errOAAI
errWang, Qiang; Sanchez, Francisco Roldan; McCarthy, Robert; Bulens, David Cordova; McGuinness, Kevin; O'Connor, Noel; Wuthrich, Manuel; Widmaier, Felix; Bauer, Stefan; Redmond, Stephen J.
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
Rapid and reversible control of human metabolism by individual sleep states
errCELL REPORTS
IF6.9
err2021-10-01
err31
errOAAI
errNowak, Nora; Gaisl, Thomas; Miladinovic, Djordje; Marcinkevics, Ricards; Osswald, Martin; Bauer, Stefan; Buhmann, Joachim; Zenobi, Renato; Sinues, Pablo; Brown, Steven A.; Kohler, Malcolm
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
Toward Causal Representation Learning走向因果表示学习
errPROCEEDINGS OF THE IEEE
IF25.9
err2021-05-01
err506
errOAAI
errSchoelkopf, Bernhard; Locatello, Francesco; Bauer, Stefan; Ke, Nan Rosemary; Kalchbrenner, Nal; Goyal, Anirudh; Bengio, Yoshua
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
Convolutional neural network-assisted recognition of nanoscale L12 ordered structures in face-centred cubic alloys
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2021-01-05
err28
errOAAI
errLi, Yue; Zhou, Xuyang; Colnaghi, Timoteo; Wei, Ye; Marek, Andreas; Li, Hongxiang; Bauer, Stefan; Rampp, Markus; Stephenson, Leigh T.
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
Automatic Training Set Compilation With Multisource Geodata for DTM Generation From the TanDEM-X DSM
errieee geoscience and remote sensing magazine
IF4.4
err2020-03-01
err7
errOAAI
errGeiss, Christian; Pelizari, Patrick Aravena; Bauer, Stefan; Schmitt, Andreas; Taubenboeck, Hannes
err分享
err收藏
Learning stable and predictive structures in kinetic systems
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2019-11-27
err23
errOAAI
errPfister, Niklas; Bauer, Stefan; Peters, Jonas
err分享
err收藏

研究方向

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合作学者
合作期刊
Y
Yoshua Bengio
H 指数: 183 · 论文数: 1.3K
D
Dierk Raabe
H 指数: 178 · 论文数: 2.3K
B
Bernhard Schölkopf
H 指数: 140 · 论文数: 1.5K
I
Isaac S. Kohane
H 指数: 119 · 论文数: 921
D
D. Louis Collins
H 指数: 112 · 论文数: 1.1K
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