Medical Imaging

MRI Reconstruction with Interpretable Pixel-Wise Operations Using Reinforcement Learning AAAI 2020 Multi-graph Fusion for Functional Neuroimaging Biomarker Detection IJCAI 2020 Multi-scale Domain-adversarial Multiple-instance CNN for Cancer Subtype Classification with Unannotated Histopathological Images CVPR 2020 Multiscale System for Alzheimer’s Dementia Recognition Through Spontaneous Speech Interspeech 2020 Multi-Task Learning for Diabetic Retinopathy Grading and Lesion Segmentation AAAI 2020 OF-MSRN: Optical Flow-Auxiliary Multi-Task Regression Network for Direct Quantitative Measurement, Segmentation and Motion Estimation AAAI 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 Cognitive Declines Using Longitudinally Enriched Representations for Imaging Biomarkers CVPR 2020 Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution CVPR 2020 Priority U-Net: Detection of Punctuate White Matter Lesions in Preterm Neonate in 3D Cranial Ultrasonography MIDL 2020 PSENet: Psoriasis Severity Evaluation Network AAAI 2020 Pyramid Attention Aggregation Network for Semantic Segmentation of Surgical Instruments AAAI 2020 Radial Bayesian Neural Networks: Beyond Discrete Support In Large-Scale Bayesian Deep Learning AISTATS 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 Shape-Aware Organ Segmentation by Predicting Signed Distance Maps AAAI 2020 SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification CVPR 2020 Structure Boundary Preserving Segmentation for Medical Image With Ambiguous Boundary CVPR 2020 Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data CVPR 2020 Towards Medical Machine Reading Comprehension with Structural Knowledge and Plain Text EMNLP 2020 Towards Visual Dialog for Radiology ACL 2020 Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence NeurIPS 2020