المؤلفون: Ehteshami Bejnordi, Babak, Veta, Mitko, Johannes van Diest, Paul, van Ginneken, Bram, Karssemeijer, Nico, Litjens, Geert, van Der Laak, Jeroen, a W M, Hermsen, Meyke, Manson, Quirine, F, Balkenhol, Maschenka, Geessink, Oscar, Stathonikos, Nikolaos, van Dijk, Marcory, Crf, Bult, Peter, Beca, Francisco, Beck, Andrew, H, Wang, Dayong, Khosla, Aditya, Gargeya, Rishab, Irshad, Humayun, Zhong, Aoxiao, Dou, Qi, Li, Quanzheng, Chen, Hao, Lin, Huang-Jing, Heng, Pheng-Ann, Hass, Christian, Bruni, Elia, Wong, Quincy, Halici, Ugur, Öner, Mustafa, Ümit, Cetin-Atalay, Rengul, Berseth, Matt, Khvatkov, Vitali, Vylegzhanin, Alexei, Kraus, Oren, Shaban, Muhammad, Rajpoot, Nasir, Awan, Ruqayya, Sirinukunwattana, Korsuk, Qaiser, Talha, Tsang, Yee-Wah, Tellez, David, Annuscheit, Jonas, Hufnagl, Peter, Valkonen, Mira, Kartasalo, Kimmo, Latonen, Leena, Ruusuvuori, Pekka, Liimatainen, Kaisa, Albarqouni, Shadi, Mungal, Bharti, George, Ami, Demirci, Stefanie, Navab, Nassir, Watanabe, Seiryo, Seno, Shigeto, Takenaka, Yoichi, Matsuda, Hideo, Ahmady Phoulady, Hady, Kovalev, Vassili, Kalinovsky, Alexander, Liauchuk, Vitali, Bueno, Gloria, Fernandez-Carrobles, M, Milagro, Serrano, Ismael, Deniz, Oscar, Racoceanu, Daniel, Venâncio, Rui

المساهمون: Institut du Cerveau = Paris Brain Institute (ICM), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-CHU Pitié-Salpêtrière AP-HP, Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Sorbonne Université (SU)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)

المصدر: ISSN: 2380-6583.

مصطلحات موضوعية: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI], [INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]

العلاقة: hal-03140979; https://hal.science/hal-03140979Test; https://hal.science/hal-03140979/documentTest; https://hal.science/hal-03140979/file/ehteshami_bejnordi2017jama.pdfTest

الإتاحة: https://doi.org/10.1001/jama.2017.14585Test
https://hal.science/hal-03140979Test
https://hal.science/hal-03140979/documentTest
https://hal.science/hal-03140979/file/ehteshami_bejnordi2017jama.pdfTest

المؤلفون: Bejnordi, Babak Ehteshami, Veta, Mitko, van Diest, Paul Johannes, van Ginneken, Bram, Karssemeijer, Nico, Litjens, Geert, van der Laak, Jeroen A. W. M., Ehteshami Bejnordi, Babak, Johannes van Diest, Paul, and the CAMELYON16 Consortium, Hermsen, Meyke, Manson, Quirine F, Balkenhol, Maschenka, Geessink, Oscar, Stathonikos, Nikolaos, van Dijk, Marcory Crf, Bult, Peter, Beca, Francisco, Beck, Andrew H, Wang, Dayong

المصدر: JAMA: Journal of the American Medical Association; 12/12/2017, Vol. 318 Issue 22, p2199-2210, 12p, 1 Color Photograph, 2 Charts, 2 Graphs

مصطلحات موضوعية: DEEP learning, ALGORITHMS, LYMPHATIC metastasis, BREAST cancer patients, LYMPH node cancer, PATHOLOGISTS, CLINICAL pathology, HEALTH, BREAST tumors, COMPARATIVE studies, RESEARCH methodology, MEDICAL cooperation, METASTASIS, RESEARCH, EVALUATION research, RECEIVER operating characteristic curves, DIAGNOSIS

المؤلفون: Ehteshami Bejnordi, Babak, Veta, Mitko, Johannes van Diest, Paul, van Ginneken, Bram, Karssemeijer, Nico, Litjens, Geert, van der Laak, Jeroen A W M, the CAMELYON16 Consortium, Hermsen, Meyke, Manson, Quirine F, Balkenhol, Maschenka, Geessink, Oscar, Stathonikos, Nikolaos, van Dijk, Marcory Crf, Bult, Peter, Beca, Francisco, Beck, Andrew H, Wang, Dayong, Khosla, Aditya, Gargeya, Rishab, Irshad, Humayun, Zhong, Aoxiao, Dou, Qi, Li, Quanzheng, Chen, Hao, Lin, Huang-Jing, Heng, Pheng-Ann, Haß, Christian, Bruni, Elia, Wong, Quincy, Halici, Ugur, Öner, Mustafa Ümit, Cetin-Atalay, Rengul, Berseth, Matt, Khvatkov, Vitali, Vylegzhanin, Alexei, Kraus, Oren, Shaban, Muhammad, Rajpoot, Nasir, Awan, Ruqayya, Sirinukunwattana, Korsuk, Qaiser, Talha, Tsang, Yee-Wah, Tellez, David, Annuscheit, Jonas, Hufnagl, Peter, Valkonen, Mira, Kartasalo, Kimmo, Latonen, Leena, Ruusuvuori, Pekka, Liimatainen, Kaisa, Albarqouni, Shadi, Mungal, Bharti, George, Ami, Demirci, Stefanie, Navab, Nassir, Watanabe, Seiryo, Seno, Shigeto, Takenaka, Yoichi, Matsuda, Hideo, Ahmady Phoulady, Hady, Kovalev, Vassili, Kalinovsky, Alexander, Liauchuk, Vitali, Bueno, Gloria, Fernandez-Carrobles, M Milagro, Serrano, Ismael, Deniz, Oscar, Racoceanu, Daniel, Venâncio, Rui

مصطلحات موضوعية: Hematoxylin, Cancer Classification, Histopathology

وصف الملف: application/pdf

العلاقة: 987484; http://dx.doi.org/10.1001/jama.2017.14585Test; http://hdl.handle.net/10576/15710Test; 22; 318

الإتاحة: https://doi.org/10.1001/jama.2017.14585Test
http://hdl.handle.net/10576/15710Test

المؤلفون: Bejnordi, Babak Ehteshami¹, Litjens, Geert², van der Laak, Jeroen AWM²

المصدر: JAMA: Journal of the American Medical Association. 4/24/2018, Vol. 319 Issue 16, p1726-1726. 1p.

مصطلحات موضوعية: *MACHINE learning, *ROUTINE diagnostic tests, *MEDICINE