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Medical AI

1040 directly classified papers

Papers per year

Papers

PhoneMD: Learning to Diagnose Parkinson’s Disease from Smartphone Data AAAI 2019
CounterFactual Regression with Importance Sampling Weights IJCAI 2019
Countdown Regression: Sharp and Calibrated Survival Predictions UAI 2019
Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation EMNLP 2019
Building a De-identification System for Real Swedish Clinical Text Using Pseudonymised Clinical Text EMNLP 2019
Ensemble Machine Learning for Estimating Fetal Weight at Varying Gestational Age AAAI 2019
Counterfactual Reasoning in Observational Studies AAAI 2019
KFU NLP Team at SMM4H 2019 Tasks: Want to Extract Adverse Drugs Reactions from Tweets? BERT to The Rescue ACL 2019
Question Answering in the Biomedical Domain ACL 2019
Knowledge Discovery and Hypothesis Generation from Online Patient Forums: A Research Proposal ACL 2019
Recognizing UMLS Semantic Types with Deep Learning EMNLP 2019
Ontological attention ensembles for capturing semantic concepts in ICD code prediction from clinical text EMNLP 2019
Learning Optimized Risk Scores JMLR 2019
Learning from the Experience of Doctors: Automated Diagnosis of Appendicitis Based on Clinical Notes ACL 2019
Improving classification of Adverse Drug Reactions through Using Sentiment Analysis and Transfer Learning ACL 2019
Overview of the MEDIQA 2019 Shared Task on Textual Inference, Question Entailment and Question Answering ACL 2019
Adaptive Activity Monitoring with Uncertainty Quantification in Switching Gaussian Process Models AISTATS 2019
Dynamics Are Important for the Recognition of Equine Pain in Video CVPR 2019
Near-Optimal Reinforcement Learning in Dynamic Treatment Regimes NIPS 2019
Emergency Department Online Patient-Caregiver Scheduling AAAI 2019
Using Clinical Notes with Time Series Data for ICU Management EMNLP 2019
Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention EMNLP 2019
DeepLung: Smartphone Convolutional Neural Network-Based Inference of Lung Anomalies for Pulmonary Patients INTERSPEECH 2019
Neural Transfer Learning for Cry-Based Diagnosis of Perinatal Asphyxia INTERSPEECH 2019
Investigating the Variability of Voice Quality and Pain Levels as a Function of Multiple Clinical Parameters INTERSPEECH 2019