Lesion synthesis to improve intracranial hemorrhage detection and classification for CT images

An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection

(2020) Liyan Sun et al.   IEEE Journal of Biomedical and Health Informatics

AttGAN: Facial Attribute Editing by Only Changing What You Want

(2019) Zhenliang He et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Expert-level detection of acute intracranial hemorrhage on head computed tomography using deep learning

(2019) Weicheng Kuo et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Perceptual Adversarial Networks for Image-to-Image Transformation

(2018) Chaoyue Wang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Automated deep-neural-network surveillance of cranial images for acute neurologic events

(2018) Joseph J. Titano et al.   NATURE MEDICINE

GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification

(2018) Maayan Frid-Adar et al.   NEUROCOMPUTING

Deep learning algorithms for detection of critical findings in head CT scans: a retrospective study

(2018) Sasank Chilamkurthy et al.   LANCET

Cross-modality synthesis from CT to PET using FCN and GAN networks for improved automated lesion detection

(2018) Avi Ben-Cohen et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Cycle-Consistent Deep Generative Hashing for Cross-Modal Retrieval

(2018) Lin Wu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Assessment of sparse-based inpainting for retinal vessel removal

(2017) A. Colomer et al.   SIGNAL PROCESSING-IMAGE COMMUNICATION

Leveraging Multiscale Hessian-Based Enhancement With a Novel Exudate Inpainting Technique for Retinal Vessel Segmentation

(2016) Roberto Annunziata et al.   IEEE Journal of Biomedical and Health Informatics

Non-Local Means Inpainting of MS Lesions in Longitudinal Image Processing

(2015) Nicolas Guizard et al.   Frontiers in Neuroscience

Removal of False Blood Vessels Using Shape Based Features and Image Inpainting

(2015) Amna Waheed et al.   Journal of Sensors