Transfer learning-assisted multi-resolution breast cancer histopathological images classification

Conventional Machine Learning and Deep Learning Approach for Multi-Classification of Breast Cancer Histopathology Images—a Comparative Insight

(2020) Shallu Sharma et al.   JOURNAL OF DIGITAL IMAGING

Attentive gated neural networks for identifying chromatin accessibility

(2020) Yanbu Guo et al.   NEURAL COMPUTING & APPLICATIONS

Automatic classification of breast cancer histopathological images based on deep feature fusion and enhanced routing

(2020) Pin Wang et al.   Biomedical Signal Processing and Control

DBS: a fast and informative segmentation algorithm for DNA copy number analysis

(2019) Jun Ruan et al.   BMC BIOINFORMATICS

Breast cancer histopathological image classification using convolutional neural networks with small SE-ResNet module

(2019) Yun Jiang et al.   PLoS One

BreakHis based breast cancer automatic diagnosis using deep learning: Taxonomy, survey and insights

(2019) Yassir Benhammou et al.   NEUROCOMPUTING

DeepANF: A deep attentive neural framework with distributed representation for chromatin accessibility prediction

(2019) Yanbu Guo et al.   NEUROCOMPUTING

MuDeRN: Multi-category classification of breast histopathological image using deep residual networks

(2018) Ziba Gandomkar et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Histopathological Breast Cancer Image Classification by Deep Neural Network Techniques Guided by Local Clustering

(2018) Abdullah-Al Nahid et al.   Biomed Research International

Classification of Breast Cancer Based on Histology Images Using Convolutional Neural Networks

(2018) Dalal Bardou et al.   IEEE Access

Deep learning for DNase I hypersensitive sites identification

(2018) Chuqiao Lyu et al.   BMC GENOMICS

Double-slit photoelectron interference in strong-field ionization of the neon dimer

(2018) Maksim Kunitski et al.   Nature Communications

Classification of breast cancer histology images using Convolutional Neural Networks

(2017) Teresa Araújo et al.   PLoS One

Ror2 signaling regulates Golgi structure and transport through IFT20 for tumor invasiveness

(2017) Michiru Nishita et al.   Scientific Reports

A Dataset for Breast Cancer Histopathological Image Classification

(2016) Fabio A. Spanhol et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

(2016) Nima Tajbakhsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network

(2016) Marios Anthimopoulos et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automatic prediction of tumour malignancy in breast cancer with fractal dimension

(2016) Alan Chan et al.   Royal Society Open Science

Deep learning

(2015) Yann LeCun et al.   NATURE