Deep learning driven colorectal lesion detection in gastrointestinal endoscopic and pathological imaging

Optical Biopsy: Automated Classification of Airway Endoscopic Findings Using a Convolutional Neural Network

(2020) Michael E. Dunham et al.   LARYNGOSCOPE

The prognostic role of tissue TLR2 and TLR4 in colorectal cancer

(2020) Ines Beilmann-Lehtonen et al.   VIRCHOWS ARCHIV

Automatic detection of colorectal neoplasias in wireless colon capsule endoscopic images using a deep convolutional neural network

(2020) Atsuo Yamada et al.   ENDOSCOPY

Randomised controlled trial of WISENSE, a real-time quality improving system for monitoring blind spots during esophagogastroduodenoscopy

(2019) Lianlian Wu et al.   GUT

Task‐based assessment of a convolutional neural network for segmenting breast lesions for radiomic analysis

(2019) Karl D. Spuhler et al.   MAGNETIC RESONANCE IN MEDICINE

Prediction of Polyp Pathology Using Convolutional Neural Networks Achieves “Resect and Discard” Thresholds

(2019) Robin Zachariah et al.   AMERICAN JOURNAL OF GASTROENTEROLOGY

Use of Endoscopic Impression, Artificial Intelligence, and Pathologist Interpretation to Resolve Discrepancies Between Endoscopy and Pathology Analyses of Diminutive Colorectal Polyps

(2019) Neal Shahidi et al.   GASTROENTEROLOGY

Real-time artificial intelligence for detection of upper gastrointestinal cancer by endoscopy: a multicentre, case-control, diagnostic study

(2019) Huiyan Luo et al.   LANCET ONCOLOGY

A CNN-Assisted Enhanced Audio Signal Processing for Speech Emotion Recognition

(2019) Mustaqeem et al.   SENSORS

Automatized colon polyp segmentation via contour region analysis

(2018) Alain Sánchez-González et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Potential of artificial intelligence-assisted colonoscopy using an endocytoscope (with video)

(2018) Yuichi Mori et al.   Digestive Endoscopy

Fully automated detection and segmentation of meningiomas using deep learning on routine multiparametric MRI

(2018) Kai Roman Laukamp et al.   EUROPEAN RADIOLOGY

Artificial Intelligence-Assisted Polyp Detection for Colonoscopy: Initial Experience

(2018) Masashi Misawa et al.   GASTROENTEROLOGY

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

(2018) Gregor Urban et al.   GASTROENTEROLOGY

Sa1235 APPLICATION OF ARTIFICIAL INTELLIGENCE FOR PREDICTION OF INVASION DEPTH IN EARLY GASTRIC CANCER: PRELIMINARY STUDY

(2018) Hong Jin Yoon et al.   GASTROINTESTINAL ENDOSCOPY

Deep learning with convolutional neural network in radiology

(2018) Koichiro Yasaka et al.   JAPANESE JOURNAL OF RADIOLOGY

Development of Image-enhanced Endoscopy of the Gastrointestinal Tract

(2018) Shiaw-Hooi Ho et al.   JOURNAL OF CLINICAL GASTROENTEROLOGY

Deep Learning to Classify Radiology Free-Text Reports

(2018) Matthew C. Chen et al.   RADIOLOGY

Robust Face Recognition Using the Deep C2D-CNN Model Based on Decision-Level Fusion

(2018) Jing Li et al.   SENSORS

Digital image analysis in breast pathology—from image processing techniques to artificial intelligence

(2018) Stephanie Robertson et al.   Translational Research

Deep learning with convolutional neural network in radiology

(2018) Koichiro Yasaka et al.   Japanese Journal of Radiology

Endoscopic Diagnostic Support System for cT1b Colorectal Cancer Using Deep Learning

(2018) Nao Ito et al.   ONCOLOGY

A novel attention-based hybrid CNN-RNN architecture for sEMG-based gesture recognition

(2018) Yu Hu et al.   PLoS One

Face Recognition Using the SR-CNN Model

(2018) Yu-Xin Yang et al.   SENSORS

Artificial intelligence in healthcare

(2018) Kun-Hsing Yu et al.   Nature Biomedical Engineering

Cancer statistics in China, 2015

(2016) Wanqing Chen et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Clinical role of fluorescence imaging in colorectal surgery – a review

(2016) Ido Mizrahi et al.   Expert Review of Medical Devices

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

Diagnostic value of high-resolution micro-endoscopy for the classification of colon polyps

(2016) Tao Tan   WORLD JOURNAL OF GASTROENTEROLOGY

Colonoscopy with robotic steering and automated lumen centralization: a feasibility study in a colon model

(2015) Hendrikus Pullens et al.   ENDOSCOPY

ASGE Technology Committee systematic review and meta-analysis assessing the ASGE PIVI thresholds for adopting real-time endoscopic assessment of the histology of diminutive colorectal polyps

(2015) Barham K. Abu Dayyeh et al.   GASTROINTESTINAL ENDOSCOPY

Feasibility of automated target centralization in colonoscopy

(2015) N. van der Stap et al.   International Journal of Computer Assisted Radiology and Surgery

Consistency of response and image recognition, pulmonary nodules

(2014) T M Haygood et al.   BRITISH JOURNAL OF RADIOLOGY

Adenoma Detection Rate and Risk of Colorectal Cancer and Death

(2014)   NEW ENGLAND JOURNAL OF MEDICINE

Convolutional Neural Networks for Speech Recognition

(2014) Ossama Abdel-Hamid et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

A population-based cross-sectional study of colorectal cancer screening practices of first-degree relatives of colorectal cancer patients

(2013) Ryan J Courtney et al.   BMC CANCER

Computer-aided colorectal tumor classification in NBI endoscopy using local features

(2012) Toru Tamaki et al.   MEDICAL IMAGE ANALYSIS

Medical image analysis: computer-aided diagnosis of gastric cancer invasion on endoscopic images

(2011) Keisuke Kubota et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES