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Medical AI

1040 directly classified papers

Papers per year

Papers

U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging NIPS 2019
Neuropathic Pain Diagnosis Simulator for Causal Discovery Algorithm Evaluation NIPS 2019
GRU-ODE-Bayes: Continuous Modeling of Sporadically-Observed Time Series NIPS 2019
Learning to Address Health Inequality in the United States with a Bayesian Decision Network AAAI 2019
Scalable Robust Kidney Exchange AAAI 2019
Coherence-based Modeling of Clinical Concepts Inferred from Heterogeneous Clinical Notes for ICU Patient Risk Stratification CONLL 2019
Dynamic Measurement Scheduling for Event Forecasting using Deep RL ICML 2019
Comparison of Speech Tasks and Recording Devices for Voice Based Automatic Classification of Healthy Subjects and Patients with Amyotrophic Lateral Sclerosis INTERSPEECH 2019
Challenges in the Automatic Analysis of Students’ Diagnostic Reasoning AAAI 2019
GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination AAAI 2019
AffinityNet: Semi-Supervised Few-Shot Learning for Disease Type Prediction AAAI 2019
Bidirectional Inference Networks:A Class of Deep Bayesian Networks for Health Profiling AAAI 2019
A Feasibility Test on Preventing PRMDs Based on Deep Learning AAAI 2019
Feature Isolation for Hypothesis Testing in Retinal Imaging: An Ischemic Stroke Prediction Case Study AAAI 2019
Deep Recurrent Survival Analysis AAAI 2019
HITSZ-ICRC: A Report for SMM4H Shared Task 2019-Automatic Classification and Extraction of Adverse Effect Mentions in Tweets ACL 2019
Approaching SMM4H with Merged Models and Multi-task Learning ACL 2019
HEAD-QA: A Healthcare Dataset for Complex Reasoning ACL 2019
Enriching Neural Models with Targeted Features for Dementia Detection ACL 2019
Can Character Embeddings Improve Cause-of-Death Classification for Verbal Autopsy Narratives? ACL 2019
Meta-Semantic Representation for Early Detection of Alzheimer’s Disease ACL 2019
Truly Batch Apprenticeship Learning with Deep Successor Features IJCAI 2019
MNN: Multimodal Attentional Neural Networks for Diagnosis Prediction IJCAI 2019
Pre-training of Graph Augmented Transformers for Medication Recommendation IJCAI 2019
Building Causal Graphs from Medical Literature and Electronic Medical Records AAAI 2019