Medical AI

HITSZ-ICRC: A Report for SMM4H Shared Task 2019-Automatic Classification and Extraction of Adverse Effect Mentions in Tweets ACL 2019 Identifying Input Features for Development of Real-Time Translation of Neural Signals to Text Interspeech 2019 Improving classification of Adverse Drug Reactions through Using Sentiment Analysis and Transfer Learning ACL 2019 Inferring Multidimensional Rates of Aging from Cross-Sectional Data AISTATS 2019 Interpretable Deep Learning Model for the Detection and Reconstruction of Dysarthric Speech Interspeech 2019 Investigating the Variability of Voice Quality and Pain Levels as a Function of Multiple Clinical Parameters Interspeech 2019 KFU NLP Team at SMM4H 2019 Tasks: Want to Extract Adverse Drugs Reactions from Tweets? BERT to The Rescue ACL 2019 Knowledge Discovery and Hypothesis Generation from Online Patient Forums: A Research Proposal ACL 2019 Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention EMNLP 2019 Learning from the Experience of Doctors: Automated Diagnosis of Appendicitis Based on Clinical Notes ACL 2019 Learning Optimized Risk Scores JMLR 2019 Learning to Address Health Inequality in the United States with a Bayesian Decision Network AAAI 2019 Leveraging Hierarchical Category Knowledge for Data-Imbalanced Multi-Label Diagnostic Text Understanding EMNLP 2019 MedNorm: A Corpus and Embeddings for Cross-terminology Medical Concept Normalisation ACL 2019 Meta-Semantic Representation for Early Detection of Alzheimer’s Disease ACL 2019 MNN: Multimodal Attentional Neural Networks for Diagnosis Prediction IJCAI 2019 Near-Optimal Reinforcement Learning in Dynamic Treatment Regimes NeurIPS 2019 Neural Transfer Learning for Cry-Based Diagnosis of Perinatal Asphyxia Interspeech 2019 Neuropathic Pain Diagnosis Simulator for Causal Discovery Algorithm Evaluation NeurIPS 2019 Ontological attention ensembles for capturing semantic concepts in ICD code prediction from clinical text EMNLP 2019 Overview of the MEDIQA 2019 Shared Task on Textual Inference, Question Entailment and Question Answering ACL 2019 Phone-Attribute Posteriors to Evaluate the Speech of Cochlear Implant Users Interspeech 2019 PhoneMD: Learning to Diagnose Parkinson’s Disease from Smartphone Data AAAI 2019 Pre-training of Graph Augmented Transformers for Medication Recommendation IJCAI 2019 Question Answering in the Biomedical Domain ACL 2019