A Petri Dish for Histopathology Image Analysis.

作者: Lorenzo Torresani , Louis J. Vaickus , Saeed Hassanpour , Arief A. Suriawinata , Mikhail Lisovsky

DOI:

关键词:

摘要: With the rise of deep learning, there has been increased interest in using neural networks for histopathology image analysis, a field that investigates the properties of biopsy or resected …

参考文章(44)
Dan C. Cireşan, Alessandro Giusti, Luca M. Gambardella, Jürgen Schmidhuber, Mitosis detection in breast cancer histology images with deep neural networks. medical image computing and computer-assisted intervention. ,vol. 16, pp. 411- 418 ,(2013) , 10.1007/978-3-642-40763-5_51
Fred T Bosman, Fatima Carneiro, Ralph H Hruban, Neil D Theise, WHO Classification of Tumours of the Digestive System WHO classification of tumours of the digestive system.. ,(2010)
David Warde-Farley, Yoshua Bengio, Ian J. Goodfellow, Sherjil Ozair, Aaron Courville, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, Generative Adversarial Networks arXiv: Machine Learning. ,(2014)
Barbara H. Jennings, Drosophila-a versatile model in biology & medicine Materials Today. ,vol. 14, pp. 190- 195 ,(2011) , 10.1016/S1369-7021(11)70113-4
Alton B. Farris, Joseph Misdraji, Amitabh Srivastava, Alona Muzikansky, Vikram Deshpande, Gregory Y. Lauwers, Mari Mino-Kenudson, Sessile serrated adenoma: challenging discrimination from other serrated colonic polyps. The American Journal of Surgical Pathology. ,vol. 32, pp. 30- 35 ,(2008) , 10.1097/PAS.0B013E318093E40A
Khaled Abdeljawad, Krishna C. Vemulapalli, Charles J. Kahi, Oscar W. Cummings, Dale C. Snover, Douglas K. Rex, Sessile serrated polyp prevalence determined by a colonoscopist with a high lesion detection rate and an experienced pathologist Gastrointestinal Endoscopy. ,vol. 81, pp. 517- 524 ,(2015) , 10.1016/J.GIE.2014.04.064
Newton A C S Wong, Linda P Hunt, Marco R Novelli, Neil A Shepherd, Bryan F Warren, Observer agreement in the diagnosis of serrated polyps of the large bowel. Histopathology. ,vol. 55, pp. 63- 66 ,(2009) , 10.1111/J.1365-2559.2009.03329.X
Katharina Glatz, Bobbi Pritt, Dieter Glatz, Arndt Hartmann, Michael J. O’Brien, Hagen Blaszyk, A multinational, internet-based assessment of observer variability in the diagnosis of serrated colorectal polyps American Journal of Clinical Pathology. ,vol. 127, pp. 938- 945 ,(2007) , 10.1309/NXDB6FMTE9X5CD6Y
Suryakanth R Gurudu, Russell I Heigh, Giovanni De Petris, Evelyn G Heigh, Jonathan A Leighton, Shabana F Pasha, Isaac B Malagon, Ananya Das, Sessile serrated adenomas: Demographic, endoscopic and pathological characteristics World Journal of Gastroenterology. ,vol. 16, pp. 3402- 3405 ,(2010) , 10.3748/WJG.V16.I27.3402
Y. Lecun, L. Bottou, Y. Bengio, P. Haffner, Gradient-based learning applied to document recognition Proceedings of the IEEE. ,vol. 86, pp. 2278- 2324 ,(1998) , 10.1109/5.726791