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Multimodal machine learning to predict surgical site infection with healthcare workload impact assessment Mclean, Kenneth A.; Sgro, Alessandro; Brown, Leo R.; Buijs, Louis F.; Mountain, Katie E.; Shaw, Catherine A.; Drake, Thomas M.; Pius, Riinu; Knight, Stephen R.; Fairfield, Cameron J.; Skipworth, Richard J. E.; Tsaftaris, Sotirios A.; Wigmore, Stephen J.; Potter, Mark A.; Bouamrane, Matt-Mouley; Harrison, Ewen M.; Baweja, K.; Cambridge, W. A.; Chauhan, V.; Czyzykowska, K.; Edirisooriya, M.; Forsyth, A.; Fox, B.; Fretwell, J.; Gent, C.; Gherman, A.; Green, L.; Grewar, J.; Heelan, S.; Henshall, D.; Iiuoma, C.; Jayasangaran, S.; Johnston, C.; Kennedy, E.; Kremel, D.; Kung, J.; Kwong, J.; Leavy, C.; Liu, J.; Mackay, S.; Macnamara, A.; Mowitt, S.; Musenga, E.; Ng, N.; Ng, Z. H.; O'Neill, S.; Ramage, M.; Reed, J.; Riad, A.; Scott, C.; Sehgal, V.; Sgro, A.; Steven, L.; Stutchfield, B.; Tominey, S.; Wilson, W.; Wojtowicz, M.; Yang, J. Share Save
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Metrics reloaded: recommendations for image analysis validation Maier-Hein, Lena; Reinke, Annika; Godau, Patrick; Tizabi, Minu D.; Buettner, Florian; Christodoulou, Evangelia; Glocker, Ben; Isensee, Fabian; Kleesiek, Jens; Kozubek, Michal; Reyes, Mauricio; Riegler, Michael A.; Wiesenfarth, Manuel; Kavur, A. Emre; Sudre, Carole H.; Baumgartner, Michael; Eisenmann, Matthias; Heckmann-Noetzel, Doreen; Raedsch, Tim; Acion, Laura; Antonelli, Michela; Arbel, Tal; Bakas, Spyridon; Benis, Arriel; Blaschko, Matthew B.; Cardoso, M. Jorge; Cheplygina, Veronika; Cimini, Beth A.; Collins, Gary S.; Farahani, Keyvan; Ferrer, Luciana; Galdran, Adrian; van Ginneken, Bram; Haase, Robert; Hashimoto, Daniel A.; Hoffman, Michael M.; Huisman, Merel; Jannin, Pierre; Kahn, Charles E.; Kainmueller, Dagmar; Kainz, Bernhard; Karargyris, Alexandros; Karthikesalingam, Alan; Kofler, Florian; Kopp-Schneider, Annette; Kreshuk, Anna; Kurc, Tahsin; Landman, Bennett A.; Litjens, Geert; Madani, Amin; Maier-Hein, Klaus; Martel, Anne L.; Mattson, Peter; Meijering, Erik; Menze, Bjoern; Moons, Karel G. M.; Mueller, Henning; Nichyporuk, Brennan; Nickel, Felix; Petersen, Jens; Rajpoot, Nasir; Rieke, Nicola; Saez-Rodriguez, Julio; Sanchez, Clara I.; Shetty, Shravya; van Smeden, Maarten; Summers, Ronald M.; Taha, Abdel A.; Tiulpin, Aleksei; Tsaftaris, Sotirios A.; Van Calster, Ben; Varoquaux, Gael; Jaeger, Paul F. Share Save
Understanding metric-related pitfalls in image analysis validation Reinke, Annika; Tizabi, Minu D.; Baumgartner, Michael; Eisenmann, Matthias; Heckmann-Noetzel, Doreen; Kavur, A. Emre; Raedsch, Tim; Sudre, Carole H.; Acion, Laura; Antonelli, Michela; Arbel, Tal; Bakas, Spyridon; Benis, Arriel; Buettner, Florian; Cardoso, M. Jorge; Cheplygina, Veronika; Chen, Jianxu; Christodoulou, Evangelia; Cimini, Beth A.; Farahani, Keyvan; Ferrer, Luciana; Galdran, Adrian; van Ginneken, Bram; Glocker, Ben; Godau, Patrick; Hashimoto, Daniel A.; Hoffman, Michael M.; Huisman, Merel; Isensee, Fabian; Jannin, Pierre; Kahn, Charles E.; Kainmueller, Dagmar; Kainz, Bernhard; Karargyris, Alexandros; Kleesiek, Jens; Kofler, Florian; Kooi, Thijs; Kopp-Schneider, Annette; Kozubek, Michal; Kreshuk, Anna; Kurc, Tahsin; Landman, Bennett A.; Litjens, Geert; Madani, Amin; Maier-Hein, Klaus; Martel, Anne L.; Meijering, Erik; Menze, Bjoern; Moons, Karel G. M.; Mueller, Henning; Nichyporuk, Brennan; Nickel, Felix; Petersen, Jens; Rafelski, Susanne M.; Rajpoot, Nasir; Reyes, Mauricio; Riegler, Michael A.; Rieke, Nicola; Saez-Rodriguez, Julio; Sanchez, Clara I.; Shetty, Shravya; Summers, Ronald M.; Taha, Abdel A.; Tiulpin, Aleksei; Tsaftaris, Sotirios A.; Van Calster, Ben; Varoquaux, Gael; Yaniv, Ziv R.; Jaeger, Paul F.; Maier-Hein, Lena Share Save
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The role of noise in denoising models for anomaly detection in medical images Kascenas, Antanas; Sanchez, Pedro; Schrempf, Patrick; Wang, Chaoyang; Clackett, William; Mikhael, Shadia S.; Voisey, Jeremy P.; Goatman, Keith; Weir, Alexander; Pugeault, Nicolas; Tsaftaris, Sotirios A.; O'Neil, Alison Q. Share Save
MyoPS: A benchmark of myocardial pathology segmentation combining three-sequence cardiac magnetic resonance images Li, Lei; Wu, Fuping; Wang, Sihan; Luo, Xinzhe; Martin-Isla, Carlos; Zhai, Shuwei; Zhang, Jianpeng; Liu, Yanfei; Zhang, Zhen; Ankenbrand, Markus J.; Jiang, Haochuan; Zhang, Xiaoran; Wang, Linhong; Arega, Tewodros Weldebirhan; Altunok, Elif; Zhao, Zhou; Li, Feiyan; Ma, Jun; Yang, Xiaoping; Puybareau, Elodie; Oksuz, Ilkay; Bricq, Stephanie; Li, Weisheng; Punithakumar, Kumaradevan; Tsaftaris, Sotirios A.; Schreiber, Laura M.; Yang, Mingjing; Liu, Guocai; Xia, Yong; Wang, Guotai; Escalera, Sergio; Zhuang, Xiahai Share Save
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Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge Campello, Victor M.; Gkontra, Polyxeni; Izquierdo, Cristian; Martin-Isla, Carlos; Sojoudi, Alireza; Full, Peter M.; Maier-Hein, Klaus; Zhang, Yao; He, Zhiqiang; Ma, Jun; Parreno, Mario; Albiol, Alberto; Kong, Fanwei; Shadden, Shawn C.; Acero, Jorge Corral; Sundaresan, Vaanathi; Saber, Mina; Elattar, Mustafa; Li, Hongwei; Menze, Bjoern; Khader, Firas; Haarburger, Christoph; Scannell, Cian M.; Veta, Mitko; Carscadden, Adam; Punithakumar, Kumaradevan; Liu, Xiao; Tsaftaris, Sotirios A.; Huang, Xiaoqiong; Yang, Xin; Li, Lei; Zhuang, Xiahai; Vilades, David; Descalzo, Martin L.; Guala, Andrea; La Mura, Lucia; Friedrich, Matthias G.; Garg, Ria; Lebel, Julie; Henriques, Filipe; Karakas, Mahir; Cavus, Ersin; Petersen, Steffen E.; Escalera, Sergio; Segui, Santi; Rodriguez-Palomares, Jose F.; Lekadir, Karim Share Save
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