Clinical

Not a cute stroke: Analysis of Rule- and Neural Network-based Information Extraction Systems for Brain Radiology Reports EMNLP 2020 OF-MSRN: Optical Flow-Auxiliary Multi-Task Regression Network for Direct Quantitative Measurement, Segmentation and Motion Estimation AAAI 2020 On the diminishing return of labeling clinical reports EMNLP 2020 On the effectiveness of small, discriminatively pre-trained language representation models for biomedical text mining EMNLP 2020 On the Generation of Medical Question-Answer Pairs AAAI 2020 On the Utility of Audiovisual Dialog Technologies and Signal Analytics for Real-time Remote Monitoring of Depression Biomarkers ACL 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 PHICON: Improving Generalization of Clinical Text De-identification Models via Data Augmentation EMNLP 2020 POPCORN: Partially Observed Prediction Constrained Reinforcement Learning AISTATS 2020 Predicting Clinical Trial Results by Implicit Evidence Integration EMNLP 2020 Predicting Cognitive Declines Using Longitudinally Enriched Representations for Imaging Biomarkers CVPR 2020 Predicting Depression in Screening Interviews from Latent Categorization of Interview Prompts ACL 2020 Predicting independent living outcomes from written reports of social workers EMNLP 2020 Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution CVPR 2020 Prediction of High Risk of Deviations in Home Care Deliveries PGM 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 Quantifying the Effects of COVID-19 on Mental Health Support Forums EMNLP 2020 Querying Across Genres for Medical Claims in News EMNLP 2020 Question Answering with Long Multiple-Span Answers EMNLP 2020 Radial Bayesian Neural Networks: Beyond Discrete Support In Large-Scale Bayesian Deep Learning AISTATS 2020 Rationalizing Medical Relation Prediction from Corpus-level Statistics ACL 2020 Regional Tree Regularization for Interpretability in Deep Neural Networks AAAI 2020