Computer-Aided Diagnosis with Deep Learning Architecture: Applications to Breast Lesions in US Images and Pulmonary Nodules in CT Scans

Improving Computer-Aided Detection Using_newlineConvolutional Neural Networks and Random View Aggregation

(2016) Holger R. Roth et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automatic classification of pulmonary peri-fissural nodules in computed tomography using an ensemble of 2D views and a convolutional neural network out-of-the-box

(2015) Francesco Ciompi et al.   MEDICAL IMAGE ANALYSIS

Deep convolutional neural networks for multi-modality isointense infant brain image segmentation

(2015) Wenlu Zhang et al.   NEUROIMAGE

Breast Image Analysis for Risk Assessment, Detection, Diagnosis, and Treatment of Cancer

(2013) Maryellen L. Giger et al.   Annual Review of Biomedical Engineering

Latent feature representation with stacked auto-encoder for AD/MCI diagnosis

(2013) Heung-Il Suk et al.   Brain Structure & Function

Robust Texture Analysis Using Multi-Resolution Gray-Scale Invariant Features for Breast Sonographic Tumor Diagnosis

(2013) Min-Chun Yang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Stacked Autoencoders for Unsupervised Feature Learning and Multiple Organ Detection in a Pilot Study Using 4D Patient Data

(2013) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Computer-Aided Diagnosis for Early-Stage Lung Cancer Based on Longitudinal and Balanced Data

(2013) Tao Sun et al.   PLoS One

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Analysis of Co-Occurrence Texture Statistics as a Function of Gray-Level Quantization for Classifying Breast Ultrasound

(2012) W. Gomez et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

The Lung Image Database Consortium (LIDC) and Image Database Resource Initiative (IDRI): A Completed Reference Database of Lung Nodules on CT Scans

(2011) Samuel G. Armato et al.   MEDICAL PHYSICS

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

(2011) Bram van Ginneken et al.   RADIOLOGY

Texture Classification Using Refined Histogram

(2010) L Li et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Quantitative Analysis of Pulmonary Emphysema Using Local Binary Patterns

(2010) Lauge Srensen et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Contour Detection and Hierarchical Image Segmentation

(2010) P Arbeláez et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Segmentation of pulmonary nodules of various densities with morphological approaches and convexity models

(2010) Toshiro Kubota et al.   MEDICAL IMAGE ANALYSIS

ACCOMP: Augmented cell competition algorithm for breast lesion demarcation in sonography

(2010) Jie-Zhi Cheng et al.   MEDICAL PHYSICS

Computer-aided US Diagnosis of Breast Lesions by Using Cell-based Contour Grouping

(2010) Jie-Zhi Cheng et al.   RADIOLOGY

Computer-aided Classification of Breast Masses: Performance and Interobserver Variability of Expert Radiologists versus Residents

(2010) Swatee Singh et al.   RADIOLOGY

Selection of diagnostic features on breast MRI to differentiate between malignant and benign lesions using computer-aided diagnosis: differences in lesions presenting as mass and non-mass-like enhancement

(2009) Dustin Newell et al.   EUROPEAN RADIOLOGY

Automated Method for Improving System Performance of Computer-Aided Diagnosis in Breast Ultrasound

(2009) K. Drukker et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Computer-aided diagnosis of pulmonary nodules on CT scans: Improvement of classification performance with nodule surface features

(2009) Ted W. Way et al.   MEDICAL PHYSICS

Anniversary Paper: History and status of CAD and quantitative image analysis: The role of Medical Physics and AAPM

(2008) Maryellen L. Giger et al.   MEDICAL PHYSICS

Computer-aided diagnosis using morphological features for classifying breast lesions on ultrasound

(2008) Y.-L. Huang et al.   ULTRASOUND IN OBSTETRICS & GYNECOLOGY