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REFORMS: Consensus-based Recommendations for Machine-learning-based Science Kapoor, Sayash; Cantrell, Emily M.; Peng, Kenny; Pham, Thanh Hien; Bail, Christopher A.; Gundersen, Odd Erik; Hofman, Jake M.; Hullman, Jessica; Lones, Michael A.; Malik, Momin M.; Nanayakkara, Priyanka; Poldrack, Russell A.; Raji, Inioluwa Deborah; Roberts, Michael; Salganik, Matthew J.; Serra-Garcia, Marta; Stewart, Brandon M.; Vandewiele, Gilles; Narayanan, Arvind Share Save
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The impact of imputation quality on machine learning classifiers for datasets with missing values Shadbahr, Tolou; Roberts, Michael; Stanczuk, Jan; Gilbey, Julian; Teare, Philip; Dittmer, Soeren; Thorpe, Matthew; Torne, Ramon Vinas; Sala, Evis; Lio, Pietro; Patel, Mishal; Preller, Jacobus; Rudd, James H. F.; Mirtti, Tuomas; Rannikko, Antti Sakari; Aston, John A. D.; Tang, Jing; Schonlieb, Carola-Bibiane Share Save
Common methodological pitfalls in ICI pneumonitis risk prediction studies Chen, Yichen K.; Welsh, Sarah; Pillay, Ardon M.; Tannenwald, Benjamin; Bliznashki, Kamen; Hutchison, Emmette; Aston, John A. D.; Schonlieb, Carola-Bibiane; Rudd, James H. F.; Jones, James; Roberts, Michael Share Save
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Why Do We Need Food Systems Informatics? Introduction to This Special Collection on Smart and Connected Regional Food Systems Tomich, Thomas P.; Hoy, Casey; Dimock, Michael R.; Hollander, Allan D.; Huber, Patrick R.; Hyder, Ayaz; Lange, Matthew C.; Riggle, Courtney M.; Roberts, Michael T.; Quinn, James F. Share Save
GLPG1205 shows reduction in lung volume decline over 26 weeks vs placebo when measured with novel volumetric CT analysis in IPF patients Thillai, M.; Kirov, K.; Santermans, E.; Roberts, M.; Molyneaux, P.; Kanavati, F.; Gallagher, D.; De Haas-Amatsaleh, A.; Van der Aa, T.; Ford, P.; Seemayer, C.; Van den Blink, B.; Ruggiero, A. Share Save
USING ARTIFICIAL INTELLIGENCE TO INTERROGATE MULTI-NATIONAL IMAGING DATASETS TO DETERMINE THE MECHANISM OF COVID-19 PNEUMOTHORAX Selby, I. A.; Driggs, D.; Majcher, V.; Roberts, M.; Sanchez, L. Escudero; Rudd, J. H. F.; Sala, E.; Bibiane-Schonlieb, C.; Marciniak, S. J.; Babar, J. Share Save
CT RADIOMICS IN CAROTID ARTERY ATHEROSCLEROSIS: A SYSTEMATIC EVALUATION OF ROBUSTNESS, REPRODUCIBILITY AND PREDICTIVE PERFORMANCE FOR CULPRIT LESIONS Le, Elizabeth; Rundo, Leonardo; Tarkin, Jason; Evans, Nicholas; Chowdhury, Mohammed; Coughlin, Patrick; Pavey, Holly; Wall, Chris; Zaccagna, Fulvio; Gallagher, Ferdia; Huang, Yuan; Sriranjan, Rouchelle; Le, Anthony; Weir-McCall, Jonathan; Roberts, Michael; Gilbert, Fiona; Warburton, Elizabeth; Schonlieb, Carola-Bibiane; Sala, Evis; Rudd, James Share Save
Data harmonisation for information fusion in digital healthcare: A state-of-the-art systematic review, meta-analysis and future research directions Nan, Yang; Del Ser, Javier; Walsh, Simon; Schonlieb, Carola; Roberts, Michael; Selby, Ian; Howard, Kit; Owen, John; Neville, Jon; Guiot, Julien; Ernst, Benoit; Pastor, Ana; Alberich-Bayarri, Angel; Menzel, Marion, I; Walsh, Sean; Vos, Wim; Flerin, Nina; Charbonnier, Jean-Paul; van Rikxoort, Eva; Chatterjee, Avishek; Woodruff, Henry; Lambin, Philippe; Cerda-Alberich, Leonor; Marti-Bonmati, Luis; Herrera, Francisco; Yang, Guang Share Save
Advancing COVID-19 diagnosis with privacy-preserving collaboration in artificial intelligence (vol 3, pg 1081, 2021) Bai, Xiang; Wang, Hanchen; Ma, Liya; Xu, Yongchao; Gan, Jiefeng; Fan, Ziwei; Yang, Fan; Ma, Ke; Yang, Jiehua; Bai, Song; Shu, Chang; Zou, Xinyu; Huang, Renhao; Zhang, Changzheng; Liu, Xiaowu; Tu, Dandan; Xu, Chuou; Zhang, Wenqing; Wang, Xi; Chen, Anguo; Zeng, Yu; Yang, Dehua; Wang, Ming-Wei; Holalkere, Nagaraj; Halin, Neil J.; Kamel, Ihab R.; Wu, Jia; Peng, Xuehua; Wang, Xiang; Shao, Jianbo; Mongkolwat, Pattanasak; Zhang, Jianjun; Liu, Weiyang; Roberts, Michael; Teng, Zhongzhao; Beer, Lucian; Sanchez, Lorena E.; Sala, Evis; Rubin, Daniel L.; Weller, Adrian; Lasenby, Joan; Zheng, Chuansheng; Wang, Jianming; Li, Zhen; Schonlieb, Carola; Xia, Tian Share Save
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Advancing COVID-19 diagnosis with privacy-preserving collaboration in artificial intelligence Bai, Xiang; Wang, Hanchen; Ma, Liya; Xu, Yongchao; Gan, Jiefeng; Fan, Ziwei; Yang, Fan; Ma, Ke; Yang, Jiehua; Bai, Song; Shu, Chang; Zou, Xinyu; Huang, Renhao; Zhang, Changzheng; Liu, Xiaowu; Tu, Dandan; Xu, Chuou; Zhang, Wenqing; Wang, Xi; Chen, Anguo; Zeng, Yu; Yang, Dehua; Wang, Ming-Wei; Holalkere, Nagaraj; Halin, Neil J.; Kamel, Ihab R.; Wu, Jia; Peng, Xuehua; Wang, Xiang; Shao, Jianbo; Mongkolwat, Pattanasak; Zhang, Jianjun; Liu, Weiyang; Roberts, Michael; Teng, Zhongzhao; Beer, Lucian; Sanchez, Lorena E.; Sala, Evis; Rubin, Daniel L.; Weller, Adrian; Lasenby, Joan; Zheng, Chuangsheng; Wang, Jianming; Li, Zhen; Schonlieb, Carola; Xia, Tian Share Save
Late Breaking Abstract - Fully automated airway measurement correlates with radiological disease progression in Idiopathic Pulmonary Fibrosis Roberts, Michael; Kirov, Kirl; Mclellan, Tom; Morgan, Evan; Kanavati, Fahdi; Gallagher, Darren; Molyneaux, Philip; Schonlieb, Carola-Bibane; Ruggiero, Alessandro; Thillai, Muhunthan Share Save
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