Convolutional Neural Networks for Histopathology Image Classification:
Training vs. Using Pre-Trained Networks

Convolutional Neural Networks for Histopathology Image Classification: Training vs. Using Pre-Trained Networks

11 October 2017

H. R. Tizhoosh

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Papers citing "Convolutional Neural Networks for Histopathology Image Classification: Training vs. Using Pre-Trained Networks"

10 / 10 papers shown

Title
Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning? Nima Tajbakhsh Jae Y. Shin S. Gurudu R. T. Hurst Christopher B. Kendall Michael B. Gotway Jianming Liang 227 2,529 0 02 Jun 2017
Classification and Retrieval of Digital Pathology Scans: A New Dataset Morteza Babaie Shivam Kalra A. Sriram Christopher Mitcheltree Shujin Zhu Seyed Amin Khatami Shahryar Rahnamayan H. R. Tizhoosh 52 50 0 22 May 2017
Optimizing and Visualizing Deep Learning for Benign/Malignant Classification in Breast Tumors Darvin Yi R. L. Sawyer David Cohn Jared A. Dunnmon Carson K. Lam Xuerong Xiao D. Rubin 41 48 0 17 May 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 321 20,023 0 07 Oct 2016
MinMax Radon Barcodes for Medical Image Retrieval H. R. Tizhoosh Shujin Zhu Hanson Lo Varun Chaudhari Tahmid Mehdi MQ MedIm 43 35 0 02 Oct 2016
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning Hoo-Chang Shin H. Roth Mingchen Gao Le Lu Ziyue Xu Isabella Nogues Jianhua Yao D. Mollura Ronald M. Summers 74 4,610 0 10 Feb 2016
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 883 27,373 0 02 Dec 2015
Barcode Annotations for Medical Image Retrieval: A Preliminary Investigation Hamid R. Tizhoosh MedIm 58 54 0 19 May 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,386 0 04 Sep 2014
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 595 15,893 0 12 Nov 2013

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