Not logged in Deep learning-based H&E-derived risk scores in colorectal cancer: associations with tumour morphology, biology, and predicted drug response Reitsam, Nic G.; Jiang, Xiaofeng; Liang, Junhao; Grosser, Bianca; Grozdanov, Veselin; Loeffler, Chiara M. L.; Gustav, Marco; Lenz, Tim; Muti, Hannah S.; Carrero, Zunamys, I; West, Nicholas P.; Quirke, Philip; Foersch, Sebastian; Jesinghaus, Moritz; Muller, Wolfram; Yuan, Tanwei; Hoffmeister, Michael; Brenner, Hermann; Jonnagaddala, Jitendra; Hawkins, Nicholas J.; Ward, Robyn L.; Grabsch, Heike, I; Markl, Bruno; Kather, Jakob N. Share Save
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CT staging performance in an international trial of neoadjuvant chemotherapy for locally advanced colon cancer Platt, James R.; Elliott, Faye; Handley, Kelly; Magill, Laura; Quirke, Philip; Seymour, Matthew T.; West, Nicholas P.; Morton, Dion; Seligmann, Jenny; Tolan, Damian J. M. Share Save
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Neo-adjuvant FOLFOX with and without panitumumab for patients with KRAS-wt locally advanced colon cancer: results following an extended biomarker panel on the FOxTROT trial embedded phase II population Seligmann, J. F.; Morton, D.; Elliott, F.; Handley, K.; Gray, R.; Seymour, M.; Glimelius, B.; Magill, L.; Williams, C. J. M.; Quirke, P.; Bottomley, D.; Wood, H. M.; Murakami, K.; Beggs, A. D.; West, N. P. Share Save
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The ATOM-Seq sequence capture panel can accurately predict microsatellite instability status in formalin-fixed tumour samples, alongside routine gene mutation testing Srihar, Kanishta; Gusnanto, Arief; Richman, Susan D.; West, Nicholas P.; Galvin, Leanne; Bottomley, Daniel; Hemmings, Gemma; Glover, Amy; Natarajan, Subaashini; Miller, Rebecca; Arif, Sameira; Rossington, Hannah; Dunwell, Thomas L.; Dailey, Simon C.; Fontarum, Gracielle; George, Agnes; Wu, Winnie; Quirke, Phil; Wood, Henry M. Share Save
Risk of bowel obstruction in patients with colon cancer responding to immunotherapy: an international case series Platt, J. R.; Allotey, J.; Alouani, E.; Glasbey, J.; Intini, R.; Lonardi, S.; Mazzoli, G.; Militello, A. M.; Modest, D. P.; Palle, J.; Pietrantonio, F.; Riyad, K.; Samuel, L.; V. Schulze, A.; Shiu, K. K.; Taieb, J.; Tolan, D. J. M.; West, N. P.; Westwood, A. C.; Williams, C. J. M.; Seligmann, J. F. Share Save
Identi fi cation and validation of a machine learning model of complete response to radiation in rectal cancer reveals immune in fi ltrate and TGF P as key predictors Domingo, Enric; Rathee, Sanjay; Blake, Andrew; Samuel, Leslie; Murray, Graeme; Sebag-Montefiore, David; Gollins, Simon; West, Nicholas; Begum, Rubina; Richman, Susan; Quirke, Phil; Redmond, Keara; Chatzipli, Aikaterini; Barberis, Alessandro; Hassanieh, Sylvana; Mahmood, Umair; Youdell, Michael; McDermott, Ultan; Koelzer, Viktor; Leedham, Simon; Tomlinson, Ian; Dunne, Philip; Buffa, Francesca M.; Maughan, Timothy S. Share Save
Deep learning for dual detection of microsatellite instability and POLE mutations in colorectal cancer histopathology Gustav, Marco; Reitsam, Nic Gabriel; Carrero, Zunamys I.; Loeffler, Chiara M. L.; van Treeck, Marko; Yuan, Tanwei; West, Nicholas P.; Quirke, Philip; Brinker, Titus J.; Brenner, Hermann; Favre, Loetitia; Maerkl, Bruno; Stenzinger, Albrecht; Brobeil, Alexander; Hoffmeister, Michael; Calderaro, Julien; Pujals, Anais; Kather, Jakob Nikolas Share Save
Automated curation of large-scale cancer histopathology image datasets using deep learning Hilgers, Lars; Laleh, Narmin Ghaffari; West, Nicholas P.; Westwood, Alice; Hewitt, Katherine J.; Quirke, Philip; Grabsch, Heike, I; Carrero, Zunamys, I; Matthaei, Emylou; Loeffler, Chiara M. L.; Brinker, Titus J.; Yuan, Tanwei; Brenner, Hermann; Brobeil, Alexander; Hoffmeister, Michael; Kather, Jakob Nikolas Share Save
Encrypted federated learning for secure decentralized collaboration in cancer image analysis Truhn, Daniel; Arasteh, Soroosh Tayebi; Saldanha, Oliver Lester; Mueller-Franzes, Gustav; Khader, Firas; Quirke, Philip; West, Nicholas P.; Gray, Richard; Hutchins, Gordon G. A.; James, Jacqueline A.; Loughrey, Maurice B.; Salto-Tellez, Manuel; Brenner, Hermann; Brobeil, Alexander; Yuan, Tanwei; Chang-Claude, Jenny; Hoffmeister, Michael; Foersch, Sebastian; Han, Tianyu; Keil, Sebastian; Schulze-Hagen, Maximilian; Isfort, Peter; Bruners, Philipp; Kaissis, Georgios; Kuhl, Christiane; Nebelung, Sven; Kather, Jakob Nikolas Share Save
End-to-end prognostication in colorectal cancer by deep learning: a retrospective, multicentre study Jiang, Xiaofeng; Hoffmeister, Michael; Brenner, Hermann; Muti, Hannah Sophie; Yuan, Tanwei; Foersch, Sebastian; West, Nicholas P.; Brobeil, Alexander; Jonnagaddala, Jitendra; Hawkins, Nicholas; Ward, Robyn L.; Brinker, Titus J.; Saldanha, Oliver Lester; Ke, Jia; Mueller, Wolfram; Grabsch, Heike, I; Quirke, Philip; Truhn, Daniel; Kather, Jakob Nikolas Share Save
FOxTROT: Results of embedded phase II evaluating the addition of panitumumab (pan) to neo-adjuvant FOLFOX for patients (pts) with KRAS-wt colon cancer (CC) with extended biomarker panel Seligmann, J.; Morton, D.; Seymour, M.; Elliott, F.; Handley, K.; Glimelius, B.; Williams, C.; Hemmings, G.; Bottomley, D.; Gray, R.; Quirke, P.; Magill, L.; Beggs, A. D.; West, N. Share Save
Generalizable biomarker prediction from cancer pathology slides with self-supervised deep learning: A retrospective multi-centric study Niehues, Jan Moritz; Quirke, Philip; West, Nicholas P.; Grabsch, Heike I.; van Treeck, Marko; Schirris, Yoni; Veldhuizen, Gregory P.; Hutchins, Gordon G. A.; Richman, Susan D.; Foersch, Sebastian; Brinker, Titus J.; Fukuoka, Junya; Bychkov, Andrey; Uegami, Wataru; Truhn, Daniel; Brenner, Hermann; Brobeil, Alexander; Hoffmeister, Michael; Kather, Jakob Nikolas Share Save
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Quality-of-life outcomes in older patients with early-stage rectal cancer receiving organ-preserving treatment with hypofractionated short-course radiotherapy followed by transanal endoscopic microsurgery (TREC): non-randomised registry of patients unsuitable for total mesorectal excision Gilbert, Alexandra; Homer, Victoria; Brock, Kristian; Korsgen, Stephan; Geh, Ian; Hill, James; Gill, Talvinder; Hainsworth, Paul; Tutton, Matthew; Khan, Jim; Robinson, Jonathan; Steward, Mark; Cunningham, Christopher; Kaur, Manjinder; Magill, Laura; Russell, Ann; Quirke, Philip; West, Nicholas P.; Sebag-Montefiore, David; Bach, Simon P. Share Save
Swarm learning for decentralized artificial intelligence in cancer histopathology Saldanha, Oliver Lester; Quirke, Philip; West, Nicholas P.; James, Jacqueline A.; Loughrey, Maurice B.; Grabsch, Heike, I; Salto-Tellez, Manuel; Alwers, Elizabeth; Cifci, Didem; Laleh, Narmin Ghaffari; Seibel, Tobias; Gray, Richard; Hutchins, Gordon G. A.; Brenner, Hermann; van Treeck, Marko; Yuan, Tanwei; Brinker, Titus J.; Chang-Claude, Jenny; Khader, Firas; Schuppert, Andreas; Luedde, Tom; Trautwein, Christian; Muti, Hannah Sophie; Foersch, Sebastian; Hoffmeister, Michael; Truhn, Daniel; Kather, Jakob Nikolas Share Save
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