Conditional generation of medical time series for extrapolation to underrepresented populations. by Simon Bing, Andrea Dittadi, Stefan Bauer, Patrick Schwab

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Conditional generation of medical time series for extrapolation to underrepresented populations by Simon Bing, Andrea Dittadi, Stefan Bauer, Patrick Schwab

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Addressing the unresolved challenge of quantifying skiing exposure—A proof of concept using smartphone sensors by Anita Meinke, Jörg Spörri, Jörg Spörri, Luzius Brogli, Patrick Schwab, Walter Karlen, Walter Karlen

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Overcoming barriers to data sharing with medical image generation: a comprehensive evaluation by August DuMont Schütte, Jürgen Hetzel, Sergios Gatidis, Tobias Hepp, Benedikt Dietz, Stefan Bauer, Patrick Schwab

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Real-time prediction of COVID-19 related mortality using electronic health records by Patrick Schwab, Arash Mehrjou, Sonali Parbhoo, Leo Anthony Celi, Jürgen Hetzel, Markus Hofer, Bernhard Schölkopf, Stefan Bauer

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Knowledge abstraction and filtering based federated learning over heterogeneous data views in healthcare by Anshul Thakur, Soheila Molaei, Pafue Christy Nganjimi, Fenglin Liu, Andrew Soltan, Patrick Schwab, Kim Branson, David A. Clifton

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Publisher Correction: Knowledge abstraction and filtering based federated learning over heterogeneous data views in healthcare by Anshul Thakur, Soheila Molaei, Pafue Christy Nganjimi, Fenglin Liu, Andrew Soltan, Patrick Schwab, Kim Branson, David A. Clifton

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A multimodal multidomain multilingual medical foundation model for zero shot clinical diagnosis by Fenglin Liu, Zheng Li, Qingyu Yin, Jinfa Huang, Jiebo Luo, Anshul Thakur, Kim Branson, Patrick Schwab, Bing Yin, Xian Wu, Yefeng Zheng, David A. Clifton

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Global healthcare fairness: We should be sharing more, not less, data by Kenneth P. Seastedt, Patrick Schwab, Zach O’Brien, Edith Wakida, Karen Herrera, Portia Grace F. Marcelo, Louis Agha-Mir-Salim, Xavier Borrat Frigola, Emily Boardman Ndulue, Alvin Marcelo, Leo Anthony Celi

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Global healthcare fairness: We should be sharing more, not less, data. by Kenneth P Seastedt, Patrick Schwab, Zach O'Brien, Edith Wakida, Karen Herrera, Portia Grace F Marcelo, Louis Agha-Mir-Salim, Xavier Borrat Frigola, Emily Boardman Ndulue, Alvin Marcelo, Leo Anthony Celi

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Detection of diabetes from whole-body MRI using deep learning by Benedikt Dietz, Jürgen Machann, Vaibhav Agrawal, Martin Heni, Patrick Schwab, Julia Dienes, Steffen Reichert, Andreas L. Birkenfeld, Hans-Ulrich Häring, Fritz Schick, Norbert Stefan, Andreas Fritsche, Hubert Preissl, Bernhard Schölkopf, Stefan Bauer, Robert Wagner

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Unsupervised machine learning identifies distinct ALS molecular subtypes in post-mortem motor cortex and blood expression data by Heather Marriott, Renata Kabiljo, Guy P Hunt, Ahmad Al Khleifat, Ashley Jones, Claire Troakes, Project MinE ALS Sequencing Consortium, TargetALS Sequencing Consortium, Abigail L Pfaff, John P Quinn, Sulev Koks, Richard J Dobson, Patrick Schwab, Ammar Al-Chalabi, Alfredo Iacoangeli

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Mutations in the tail and rod domains of the neurofilament heavy‐chain gene increase the risk of ALS by Heather Marriott, Thomas P. Spargo, Ahmad Al Khleifat, Peter M Andersen, Nazli A. Başak, Johnathan Cooper‐Knock, Philippe Corcia, Philippe Couratier, Mamede deCarvalho, Vivian Drory, Marc Gotkine, John E. Landers, Russell McLaughlin, Jesús S. Mora Pardina, Karen E. Morrison, Susana Pinto, Christopher E. Shaw, Pamela J. Shaw, Vincenzo Silani, Nicola Ticozzi, Philip vanDamme, Leonard H. van denBerg, Patrick Vourc'h, Markus Weber, Jan H. Veldink, Project MinE ALS Sequencing Consortium, Richard J. Dobson, Patrick Schwab, Ammar Al‐Chalabi, Alfredo Iacoangeli

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Crowdsourcing digital health measures to predict Parkinson’s disease severity: the Parkinson’s Disease Digital Biomarker DREAM Challenge by Solveig K. Sieberts, Jennifer Schaff, Marlena Duda, Bálint Ármin Pataki, Ming Sun, Phil Snyder, Jean-Francois Daneault, Federico Parisi, Gianluca Costante, Udi Rubin, Peter Banda, Yooree Chae, Elias Chaibub Neto, E. Ray Dorsey, Zafer Aydın, Aipeng Chen, Laura L. Elo, Carlos Espino, Enrico Glaab, Ethan Goan, Fatemeh Noushin Golabchi, Yasin Görmez, Maria K. Jaakkola, Jitendra Jonnagaddala, Riku Klén, Dongmei Li, Christian McDaniel, Dimitri Perrin, Thanneer M. Perumal, Nastaran Mohammadian Rad, Erin Rainaldi, Stefano Sapienza, Patrick Schwab, Nikolai Shokhirev, Mikko S. Venäläinen, Gloria Vergara-Diaz, Yuqian Zhang, the Parkinson’s Disease Digital Biomarker Challenge Consortium, Yuanjia Wang, Yuanfang Guan, Daniela Brunner, Paolo Bonato, Lara M. Mangravite, Larsson Omberg

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