Enhancement of Deep Learning in Image Classification Performance Using Xception with the Swish Activation Function for Colorectal Polyp Preliminary Screening

Predicting survival from colorectal cancer histology slides using deep learning: A retrospective multicenter study

(2019) Jakob Nikolas Kather et al.   PLOS MEDICINE

A gentle introduction to deep learning in medical image processing

(2019) Andreas Maier et al.   Zeitschrift fur Medizinische Physik

Breast Cancer Classification from Histopathological Images with Inception Recurrent Residual Convolutional Neural Network

(2019) Md Zahangir Alom et al.   JOURNAL OF DIGITAL IMAGING

Region-Based Automated Localization of Colonoscopy and Wireless Capsule Endoscopy Polyps

(2019) Sudhir Sornapudi et al.   Applied Sciences-Basel

An investigation of CNN models for differentiating malignant from benign lesions using small pathologically proven datasets

(2019) Shu Zhang et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

A deep learning approach for atrial fibrillation signals classification based on convolutional and modified Elman neural network

(2019) Jibin Wang   Future Generation Computer Systems-The International Journal of eScience

Brain tumor detection based on Convolutional Neural Network with neutrosophic expert maximum fuzzy sure entropy

(2019) Fatih Özyurt et al.   MEASUREMENT

Automated chest screening based on a hybrid model of transfer learning and convolutional sparse denoising autoencoder

(2018) Changmiao Wang et al.   Biomedical Engineering Online

Multimedia story creation on social networks

(2018) Flora Amato et al.   Future Generation Computer Systems-The International Journal of eScience

Deep Learning Localizes and Identifies Polyps in Real Time with 96% Accuracy in Screening Colonoscopy

(2018) Gregor Urban et al.   GASTROENTEROLOGY

Multimedia summarization using social media content

(2018) Flora Amato et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Recent advances in convolutional neural networks

(2018) Jiuxiang Gu et al.   PATTERN RECOGNITION

Deep learning for image-based cancer detection and diagnosis − A survey

(2018) Zilong Hu et al.   PATTERN RECOGNITION

Polyp detection during colonoscopy using a regression-based convolutional neural network with a tracker

(2018) Ruikai Zhang et al.   PATTERN RECOGNITION

Automatic polyp frame screening using patch based combined feature and dictionary learning

(2018) Younghak Shin et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Iterative PET Image Reconstruction Using Convolutional Neural Network Representation

(2018) Kuang Gong et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Development and validation of a deep-learning algorithm for the detection of polyps during colonoscopy

(2018) Pu Wang et al.   Nature Biomedical Engineering

Comparative effectiveness of convolutional neural network (CNN) and recurrent neural network (RNN) architectures for radiology text report classification

(2018) Imon Banerjee et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Rising Proportion of Young Individuals With Rectal and Colon Cancer

(2018) Pashtoon Murtaza Kasi et al.   Clinical Colorectal Cancer

Deep Learning Electronic Cleansing for Single- and Dual-Energy CT Colonography

(2018) Rie Tachibana et al.   RADIOGRAPHICS

Deep context of citations using machine-learning models in scholarly full-text articles

(2018) Saeed-Ul Hassan et al.   SCIENTOMETRICS

Molecular profiling of longitudinally observed small colorectal polyps: A cohort study

(2018) M.C.J. van Lanschot et al.   EBioMedicine

Look-behind fully convolutional neural network for computer-aided endoscopy

(2018) Dimitrios E. Diamantis et al.   Biomedical Signal Processing and Control

Real-time differentiation of adenomatous and hyperplastic diminutive colorectal polyps during analysis of unaltered videos of standard colonoscopy using a deep learning model

(2017) Michael F Byrne et al.   GUT

Adding MRI to ultrasound and ultrasound-guided fine-needle aspiration reduces the false-negative rate of axillary lymph node metastasis diagnosis in breast cancer patients

(2015) S.J. Hyun et al.   CLINICAL RADIOLOGY

How I Do It: Managing Radiation Dose in CT

(2014) William W. Mayo-Smith et al.   RADIOLOGY

The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository

(2013) Kenneth Clark et al.   JOURNAL OF DIGITAL IMAGING