Healthcare & Medicine

Methods for Extracting Information from Messages from Primary Care Providers to Specialists ACL 2020 Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction NeurIPS 2020 MPM: Joint Representation of Motion and Position Map for Cell Tracking CVPR 2020 MRI Reconstruction with Interpretable Pixel-Wise Operations Using Reinforcement Learning AAAI 2020 Multi-graph Fusion for Functional Neuroimaging Biomarker Detection IJCAI 2020 Multimodal Inductive Transfer Learning for Detection of Alzheimer’s Dementia and its Severity Interspeech 2020 Multiple Sclerosis Severity Classification From Clinical Text EMNLP 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 Neural Cognitive Diagnosis for Intelligent Education Systems AAAI 2020 Neural Decomposition: Functional ANOVA with Variational Autoencoders AISTATS 2020 Neural Speech Decoding for Amyotrophic Lateral Sclerosis Interspeech 2020 Neural Topographic Factor Analysis for fMRI Data NeurIPS 2020 Neural Transduction of Letter Position Dyslexia using an Anagram Matrix Representation ACL 2020 Noise Pollution in Hospital Readmission Prediction: Long Document Classification with Reinforcement Learning ACL 2020 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