Clinical

Creating Interpretable Data-Driven Approaches for Remote Health Monitoring AAAI 2021 CROCS: Clustering and Retrieval of Cardiac Signals Based on Patient Disease Class, Sex, and Age NeurIPS 2021 Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text EMNLP 2021 Data Domain Change and Feature Selection to Predict Cardiac Pathology with a 2D Clinical Dataset and Convolutional Neural Networks (Student Abstract) AAAI 2021 Data-Efficient Reinforcement Learning for Malaria Control IJCAI 2021 Deep Contextual Clinical Prediction with Reverse Distillation AAAI 2021 DeepCOVID: An Operational Deep Learning-driven Framework for Explainable Real-time COVID-19 Forecasting AAAI 2021 Deep Extended Hazard Models for Survival Analysis NeurIPS 2021 Deep Jump Learning for Off-Policy Evaluation in Continuous Treatment Settings NeurIPS 2021 Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies CVPR 2021 Deep Markov Factor Analysis: Towards Concurrent Temporal and Spatial Analysis of fMRI Data NeurIPS 2021 Deep Multi-Task Learning for Diabetic Retinopathy Grading in Fundus Images AAAI 2021 DeepPseudo: Pseudo Value Based Deep Learning Models for Competing Risk Analysis AAAI 2021 DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images CVPR 2021 Description-based Label Attention Classifier for Explainable ICD-9 Classification EMNLP 2021 Detect and Classify – Joint Span Detection and Classification for Health Outcomes EMNLP 2021 Detecting Alzheimer’s Disease Using Interactional and Acoustic Features from Spontaneous Speech Interspeech 2021 Detecting Depression in Thai Blog Posts: a Dataset and a Baseline EMNLP 2021 Detecting Health Advice in Medical Research Literature EMNLP 2021 Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring AAAI 2021 Diagnosis of COVID-19 Using Auditory Acoustic Cues Interspeech 2021 DiCOVA Challenge: Dataset, Task, and Baseline System for COVID-19 Diagnosis Using Acoustics Interspeech 2021 DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation CVPR 2021 Distortion of Voiced Obstruents for Differential Diagnosis Between Parkinson’s Disease and Multiple System Atrophy Interspeech 2021 Distribution-Aware Adaptive Multi-Bit Quantization CVPR 2021