Medical Imaging

Multi-scale Domain-adversarial Multiple-instance CNN for Cancer Subtype Classification with Unannotated Histopathological Images CVPR 2020 Multi-Task Learning for Diabetic Retinopathy Grading and Lesion Segmentation AAAI 2020 Mutual information deep regularization for semi-supervised segmentation MIDL 2020 Neuromorphic Camera Guided High Dynamic Range Imaging CVPR 2020 NeurReg: Neural Registration and Its Application to Image Segmentation WACV 2020 Non-Local U-Nets for Biomedical Image Segmentation AAAI 2020 Object-Guided Instance Segmentation for Biological Images AAAI 2020 OF-MSRN: Optical Flow-Auxiliary Multi-Task Regression Network for Direct Quantitative Measurement, Segmentation and Motion Estimation AAAI 2020 On Direct Distribution Matching for Adapting Segmentation Networks MIDL 2020 On the limits of cross-domain generalization in automated X-ray prediction MIDL 2020 Organ at Risk Segmentation for Head and Neck Cancer Using Stratified Learning and Neural Architecture Search CVPR 2020 Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning​ NeurIPS 2020 Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based Augmentation CVPR 2020 Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution CVPR 2020 Prostate Cancer Semantic Segmentation by Gleason Score Group in bi-parametric MRI with Self Attention Model on the Peripheral Zone MIDL 2020 PSENet: Psoriasis Severity Evaluation Network AAAI 2020 Pyramid Attention Aggregation Network for Semantic Segmentation of Surgical Instruments AAAI 2020 Quantification of Transducer Misalignment in Ultrasound Tongue Imaging Interspeech 2020 Quantifying the Value of Lateral Views in Deep Learning for Chest X-rays MIDL 2020 Region Focus Network for Joint Optic Disc and Cup Segmentation AAAI 2020 Rethinking Computer-Aided Tuberculosis Diagnosis CVPR 2020 SAINT: Spatially Aware Interpolation NeTwork for Medical Slice Synthesis CVPR 2020 Segmenting Medical MRI via Recurrent Decoding Cell AAAI 2020 Self-Supervised, Semi-Supervised, Multi-Context Learning for the Combined Classification and Segmentation of Medical Images (Student Abstract) AAAI 2020 Separating Particulate Matter From a Single Microscopic Image CVPR 2020