Medical AI

Coherence-based Modeling of Clinical Concepts Inferred from Heterogeneous Clinical Notes for ICU Patient Risk Stratification CoNLL 2019 Comparing the Intrinsic Performance of Clinical Concept Embeddings by Their Field of Medicine EMNLP 2019 Comparison of Speech Tasks and Recording Devices for Voice Based Automatic Classification of Healthy Subjects and Patients with Amyotrophic Lateral Sclerosis Interspeech 2019 Context-Aware Spatio-Recurrent Curvilinear Structure Segmentation CVPR 2019 Correlating Twitter Language with Community-Level Health Outcomes ACL 2019 Countdown Regression: Sharp and Calibrated Survival Predictions UAI 2019 Counterfactual Reasoning in Observational Studies AAAI 2019 CounterFactual Regression with Importance Sampling Weights IJCAI 2019 DeepLung: Smartphone Convolutional Neural Network-Based Inference of Lung Anomalies for Pulmonary Patients Interspeech 2019 Deep Recurrent Survival Analysis AAAI 2019 DEFSI: Deep Learning Based Epidemic Forecasting with Synthetic Information AAAI 2019 Diagnosing Dysarthria with Long Short-Term Memory Networks Interspeech 2019 Dynamic Measurement Scheduling for Event Forecasting using Deep RL ICML 2019 Dynamics Are Important for the Recognition of Equine Pain in Video CVPR 2019 Emergency Department Online Patient-Caregiver Scheduling AAAI 2019 Enriching Neural Models with Targeted Features for Dementia Detection ACL 2019 Ensemble Machine Learning for Estimating Fetal Weight at Varying Gestational Age AAAI 2019 Exploiting Visual Features Using Bayesian Gated Neural Networks for Disordered Speech Recognition Interspeech 2019 Extracting Kinship from Obituary to Enhance Electronic Health Records for Genetic Research ACL 2019 Extracting relations between outcomes and significance levels in Randomized Controlled Trials (RCTs) publications ACL 2019 Feature Isolation for Hypothesis Testing in Retinal Imaging: An Ischemic Stroke Prediction Case Study AAAI 2019 FSM: A Fast Similarity Measurement for Gene Regulatory Networks via Genes' Influence Power IJCAI 2019 GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination AAAI 2019 GRU-ODE-Bayes: Continuous Modeling of Sporadically-Observed Time Series NeurIPS 2019 HEAD-QA: A Healthcare Dataset for Complex Reasoning ACL 2019