Machine Learning Methods for Histopathological Image Analysis: A Review

Machine Learning Methods for Histopathological Image Analysis: A Review

7 February 2021

Jonathan de Matos

Alessandro Lameiras Koerich

Papers citing "Machine Learning Methods for Histopathological Image Analysis: A Review"

8 / 8 papers shown

Title
Self-Supervised Representation Learning for Nerve Fiber Distribution Patterns in 3D-PLI Alexander Oberstrass Sascha E. A. Muenzing Meiqi Niu N. Palomero-Gallagher Christian Schiffer M. Axer K. Amunts Timo Dickscheid 16 3 0 30 Jan 2024
Multiscale Analysis for Improving Texture Classification S. Ataky D. Saqui Jonathan de Matos A. Britto Alessandro Lameiras Koerich 11 6 0 21 Apr 2022
Texture Characterization of Histopathologic Images Using Ecological Diversity Measures and Discrete Wavelet Transform S. Ataky Alessandro Lameiras Koerich 11 2 0 27 Feb 2022
BRACS: A Dataset for BReAst Carcinoma Subtyping in H&E Histology Images N. Brancati A. Anniciello Pushpak Pati D. Riccio G. Scognamiglio ... A. Foncubierta G. Botti M. Gabrani Florinda Feroce Maria Frucci 45 121 0 08 Nov 2021
A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks Xiaomin Zhou Chen Li M. Rahaman Yudong Yao Shiliang Ai Changhao Sun Xiaoyan Li Qian Wang Tao Jiang 56 135 0 27 Mar 2020
Classification of Histopathological Biopsy Images Using Ensemble of Deep Learning Networks Sara Hosseinzadeh Kassani P. H. Kassani M. Wesolowski Kevin A. Schneider Ralph Deters OOD 47 106 0 26 Sep 2019
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,561 0 17 Apr 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 283 10,613 0 19 Feb 2017