Unsupervised abnormality detection through mixed structure regularization ( MSR ) in deep sparse autoencoders

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Added Value of Computer-aided CT Image Features for Early Lung Cancer Diagnosis with Small Pulmonary Nodules: A Matched Case-Control Study

(2018) Peng Huang et al.   RADIOLOGY

Automatic Scoring of Multiple Semantic Attributes With Multi-Task Feature Leverage: A Study on Pulmonary Nodules in CT Images

(2017) Sihong Chen et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Improving CCTA-based lesions' hemodynamic significance assessment by accounting for partial volume modeling in automatic coronary lumen segmentation

(2017) Moti Freiman et al.   MEDICAL PHYSICS

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

Support vector machine classification of brain metastasis and radiation necrosis based on texture analysis in MRI

(2015) Andrés Larroza et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Automatic detection of large pulmonary solid nodules in thoracic CT images

(2015) Arnaud A. A. Setio et al.   MEDICAL PHYSICS

Random Forest ensembles for detection and prediction of Alzheimer's disease with a good between-cohort robustness

(2014) A.V. Lebedev et al.   NeuroImage-Clinical

Machine learning and radiology

(2012) Shijun Wang et al.   MEDICAL IMAGE ANALYSIS

fMRI-Based Hierarchical SVM Model for the Classification and Grading of Liver Fibrosis

(2011) Y. Sela et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Computer-aided Diagnosis: How to Move from the Laboratory to the Clinic

(2011) Bram van Ginneken et al.   RADIOLOGY

Anomaly detection

(2009) Varun Chandola et al.   ACM COMPUTING SURVEYS