Deep learning of the sectional appearances of 3D CT images for anatomical structure segmentation based on an FCN voting method

Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural Networks

(2016) Qi Dou et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

Automatic thoracic anatomy segmentation on CT images using hierarchical fuzzy models and registration

(2016) Kaiqiong Sun et al.   MEDICAL PHYSICS

3D-SIFT-Flow for atlas-based CT liver image segmentation

(2016) Yan Xu et al.   MEDICAL PHYSICS

Urinary bladder segmentation in CT urography using deep-learning convolutional neural network and level sets

(2016) Kenny H. Cha et al.   MEDICAL PHYSICS

Automated detection of pulmonary nodules in PET/CT images: Ensemble false-positive reduction using a convolutional neural network technique

(2016) Atsushi Teramoto et al.   MEDICAL PHYSICS

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

Abdominal multi-organ segmentation from CT images using conditional shape–location and unsupervised intensity priors

(2015) Toshiyuki Okada et al.   MEDICAL IMAGE ANALYSIS

IODA: An input/output deep architecture for image labeling

(2015) J. Lerouge et al.   PATTERN RECOGNITION

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

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

Automated Abdominal Multi-Organ Segmentation With Subject-Specific Atlas Generation

(2013) Robin Wolz 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

Joint segmentation of anatomical and functional images: Applications in quantification of lesions from PET, PET-CT, MRI-PET, and MRI-PET-CT images

(2013) Ulas Bagci et al.   MEDICAL IMAGE ANALYSIS

Statistical shape models for 3D medical image segmentation: A review

(2009) Tobias Heimann et al.   MEDICAL IMAGE ANALYSIS