MTRRE-Net: A deep learning model for detection of breast cancer from histopathological images

DRDA-Net: Dense residual dual-shuffle attention network for breast cancer classification using histopathological images

(2022) Soham Chattopadhyay et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Medical image augmentation for lesion detection using a texture-constrained multichannel progressive GAN

(2022) Qiu Guan et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Brain tumor image generation using an aggregation of GAN models with style transfer

(2022) Debadyuti Mukherkjee et al.   Scientific Reports

Binary Aquila Optimizer for Selecting Effective Features from Medical Data: A COVID-19 Case Study

(2022) Mohammad H. Nadimi-Shahraki et al.   Mathematics

Enhanced whale optimization algorithm for medical feature selection: A COVID-19 case study

(2022) Mohammad H. Nadimi-Shahraki et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A successful candidate strategy with Runge-Kutta optimization for multi-hydropower reservoir optimization

(2022) Huiling Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Computer Aided Breast Cancer Detection Using Ensembling of Texture and Statistical Image Features

(2021) Soumya Deep Roy et al.   SENSORS

Breast cancer detection from histopathology images using modified residual neural networks

(2021) Varun Gupta et al.   Biocybernetics and Biomedical Engineering

Fuzzy ensemble of deep learning models using choquet fuzzy integral, coalition game and information theory for breast cancer histology classification

(2021) Pratik Bhowal et al.   EXPERT SYSTEMS WITH APPLICATIONS

Classification of breast cancer histopathological images using interleaved DenseNet with SENet (IDSNet)

(2020) Xia Li et al.   PLoS One

Breast Cancer Histopathology Image Classification Using an Ensemble of Deep Learning Models

(2020) Zabit Hameed et al.   SENSORS

Deep transfer with minority data augmentation for imbalanced breast cancer dataset

(2020) Manisha Saini et al.   APPLIED SOFT COMPUTING

Transfer Learning with Deep Convolutional Neural Networks for Classifying Cellular Morphological Changes

(2019) Alexander Kensert et al.   SLAS Discovery

Deep Learning Based Analysis of Histopathological Images of Breast Cancer

(2019) Juanying Xie et al.   Frontiers in Genetics

A Novel Deep Learning based Framework for the Detection and Classification of Breast Cancer Using Transfer Learning

(2019) SanaUllah Khan et al.   PATTERN RECOGNITION LETTERS

Automated classification of histopathology images using transfer learning

(2019) Muhammed Talo   ARTIFICIAL INTELLIGENCE IN MEDICINE

Breast cancer histopathology image classification through assembling multiple compact CNNs

(2019) Chuang Zhu et al.   BMC Medical Informatics and Decision Making

Automated detection of diabetic subject using pre-trained 2D-CNN models with frequency spectrum images extracted from heart rate signals

(2019) Ozal Yildirim et al.   COMPUTERS IN BIOLOGY AND MEDICINE

BreastNet: A novel convolutional neural network model through histopathological images for the diagnosis of breast cancer

(2019) Mesut Toğaçar et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Effect of layer-wise fine-tuning in magnification-dependent classification of breast cancer histopathological image

(2019) Shallu Sharma et al.   VISUAL COMPUTER

Computer-aided diagnosis system combining FCN and Bi-LSTM model for efficient breast cancer detection from histopathological images

(2019) Ümit Budak et al.   APPLIED SOFT COMPUTING

Manta ray foraging optimization: An effective bio-inspired optimizer for engineering applications

(2019) Weiguo Zhao et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Deep feature learning for histopathological image classification of canine mammary tumors and human breast cancer

(2019) Abhinav Kumar et al.   INFORMATION SCIENCES

Guided Soft Attention Network for Classification of Breast Cancer Histopathology Images

(2019) Heechan Yang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Attention by Selection: A Deep Selective Attention Approach to Breast Cancer Classification

(2019) Bolei Xu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Detection of Malicious Code Variants Based on Deep Learning

(2018) Zhihua Cui et al.   IEEE Transactions on Industrial Informatics

Histopathological Whole Slide Image Analysis Using Context-Based CBIR

(2018) Yushan Zheng et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification

(2018) Maayan Frid-Adar et al.   NEUROCOMPUTING

Earthworm optimisation algorithm: a bio-inspired metaheuristic algorithm for global optimisation problems

(2018) Gai Ge Wang et al.   International Journal of Bio-Inspired Computation

Generative Adversarial Network for Medical Images (MI-GAN)

(2018) Talha Iqbal et al.   JOURNAL OF MEDICAL SYSTEMS

Application of deep transfer learning for automated brain abnormality classification using MR images

(2018) Muhammed Talo et al.   Cognitive Systems Research

Accurate and reproducible invasive breast cancer detection in whole-slide images: A Deep Learning approach for quantifying tumor extent

(2017) Angel Cruz-Roa et al.   Scientific Reports

Stacked Sparse Autoencoder (SSAE) for Nuclei Detection on Breast Cancer Histopathology Images

(2016) Jun Xu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Moth search algorithm: a bio-inspired metaheuristic algorithm for global optimization problems

(2016) Gai-Ge Wang   Memetic Computing

Improved probabilistic neural networks with self-adaptive strategies for transformer fault diagnosis problem

(2016) Jiao-Hong Yi et al.   Advances in Mechanical Engineering

Deep learning as a tool for increased accuracy and efficiency of histopathological diagnosis

(2016) Geert Litjens et al.   Scientific Reports

Diagnostic Concordance Among Pathologists Interpreting Breast Biopsy Specimens

(2015) Joann G. Elmore et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Self-adaptive extreme learning machine

(2015) Gai-Ge Wang et al.   NEURAL COMPUTING & APPLICATIONS

Monarch butterfly optimization

(2015) Gai-Ge Wang et al.   NEURAL COMPUTING & APPLICATIONS

Epidemiological Study of Mammary Tumors in Female Dogs Diagnosed during the Period 2002-2012: A Growing Animal Health Problem

(2015) Yaritza Salas et al.   PLoS One