A Deep-Learning System for Fully-Automated Peripherally Inserted Central Catheter (PICC) Tip Detection

Training and Validating a Deep Convolutional Neural Network for Computer-Aided Detection and Classification of Abnormalities on Frontal Chest Radiographs

(2017) Mark Cicero et al.   INVESTIGATIVE RADIOLOGY

Fully Automated Deep Learning System for Bone Age Assessment

(2017) Hyunkwang Lee et al.   JOURNAL OF DIGITAL IMAGING

Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation

(2017) Konstantinos Kamnitsas et al.   MEDICAL IMAGE ANALYSIS

Cascade of multi-scale convolutional neural networks for bone suppression of chest radiographs in gradient domain

(2017) Wei Yang et al.   MEDICAL IMAGE ANALYSIS

Brain tumor segmentation with Deep Neural Networks

(2017) Mohammad Havaei et al.   MEDICAL IMAGE ANALYSIS

Combining a Patch-based Approach with a Non-rigid Registration-based Label Fusion Method for the Hippocampal Segmentation in Alzheimer’s Disease

(2017) Carlos Platero et al.   NEUROINFORMATICS

Deep Learning at Chest Radiography: Automated Classification of Pulmonary Tuberculosis by Using Convolutional Neural Networks

(2017) Paras Lakhani et al.   RADIOLOGY

Guest Editorial Deep Learning in Medical Imaging: Overview and Future Promise of an Exciting New Technique

(2016) Hayit Greenspan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

(2016) Sergio Pereira et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network

(2016) Marios Anthimopoulos et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Enhancement of chest radiographs obtained in the intensive care unit through bone suppression and consistent processing

(2016) Sheng Chen et al.   PHYSICS IN MEDICINE AND BIOLOGY

Deep learning as a tool for increased accuracy and efficiency of histopathological diagnosis

(2016) Geert Litjens et al.   Scientific Reports

Unsupervised segmentation of lung fields in chest radiographs using multiresolution fractal feature vector and deformable models

(2015) Wen-Li Lee et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Diagnostic errors with inserted tubes, lines and catheters in children

(2012) Isabel Fuentealba et al.   PEDIATRIC RADIOLOGY