Diagnosis of ulcerative colitis from endoscopic images based on deep learning

Lung cancer histology classification from CT images based on radiomics and deep learning models

(2021) Panagiotis Marentakis et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

An image classification model based on transfer learning for ulcerative proctitis

(2021) Feng Zeng et al.   MULTIMEDIA SYSTEMS

A survey of deep learning models in medical therapeutic areas

(2021) Alberto Nogales et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Subtler mixed attention network on fine-grained image classification

(2021) Chao Liu et al.   APPLIED INTELLIGENCE

Results of the Seventh Scientific Workshop of ECCO: Precision medicine in IBD- prediction and prevention of inflammatory bowel disease

(2021) Joana Torres et al.   Journal of Crohns & Colitis

Gastrointestinal Tract Disease Classification from Wireless Endoscopy Images Using Pretrained Deep Learning Model

(2021) J. Yogapriya et al.   Computational and Mathematical Methods in Medicine

Automatic medical image interpretation: State of the art and future directions

(2021) Hareem Ayesha et al.   PATTERN RECOGNITION

Fine-Grained Lung Cancer Classification from PET and CT Images Based on Multidimensional Attention Mechanism

(2020) RuoXi Qin et al.   COMPLEXITY

Deep learning enabled classification of Mayo endoscopic subscore in patients with ulcerative colitis

(2020) Hriday P. Bhambhvani et al.   EUROPEAN JOURNAL OF GASTROENTEROLOGY & HEPATOLOGY

Triple attention learning for classification of 14 thoracic diseases using chest radiography

(2020) Hongyu Wang et al.   MEDICAL IMAGE ANALYSIS

Attentive and ensemble 3D dual path networks for pulmonary nodules classification

(2019) Hanliang Jiang et al.   NEUROCOMPUTING

Parallel Structure Deep Neural Network Using CNN and RNN with an Attention Mechanism for Breast Cancer Histology Image Classification

(2019) Hongdou Yao et al.   Cancers

Plant miRNA–lncRNA Interaction Prediction with the Ensemble of CNN and IndRNN

(2019) Peng Zhang et al.   Interdisciplinary Sciences-Computational Life Sciences

Squeeze-and-Excitation Networks

(2019) Jie Hu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning

(2018) Daniel S. Kermany et al.   CELL

Multi-grade brain tumor classification using deep CNN with extensive data augmentation

(2018) Muhammad Sajjad et al.   Journal of Computational Science

Long-Term Recurrent Convolutional Networks for Visual Recognition and Description

(2017) Jeff Donahue et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

CNN-RNN: a large-scale hierarchical image classification framework

(2017) Yanming Guo et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Clinical presentation of Crohn’s, ulcerative colitis, and indeterminate colitis: Symptoms, extraintestinal manifestations, and disease phenotypes

(2017) Yangyang R. Yu et al.   Seminars in Pediatric Surgery

Developing an instrument to assess the endoscopic severity of ulcerative colitis: the Ulcerative Colitis Endoscopic Index of Severity (UCEIS)

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