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Medical AI

274 directly classified papers

Papers per year

Papers

Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT EMNLP 2020
Investigating Rich Feature Sources for Conceptual Representation Encoding COLING 2020
LMLFM: Longitudinal Multi-Level Factorization Machine AAAI 2020
Learning Weighted Submanifolds With Variational Autoencoders and Riemannian Variational Autoencoders CVPR 2020
Classify Imaginary Mandarin Tones with Cortical EEG Signals INTERSPEECH 2020
Side Information Dependence as a Regularizer for Analyzing Human Brain Conditions across Cognitive Experiments AAAI 2020
Can Embeddings Adequately Represent Medical Terminology? New Large-Scale Medical Term Similarity Datasets Have the Answer! AAAI 2020
Predicting Clinical Trial Results by Implicit Evidence Integration EMNLP 2020
GGPONC: A Corpus of German Medical Text with Rich Metadata Based on Clinical Practice Guidelines EMNLP 2020
Biomedical Event Extraction as Multi-turn Question Answering EMNLP 2020
Separating Wheat from Chaff: Joining Biomedical Knowledge and Patient Data for Repurposing Medications AAAI 2019
An Investigation of Deep Learning Systems for Suicide Risk Assessment NAACL 2019
Detecting Causal Language Use in Science Findings IJCNLP 2019
DEFSI: Deep Learning Based Epidemic Forecasting with Synthetic Information AAAI 2019
Inferring Multidimensional Rates of Aging from Cross-Sectional Data AISTATS 2019
Extracting Kinship from Obituary to Enhance Electronic Health Records for Genetic Research ACL 2019
MedNorm: A Corpus and Embeddings for Cross-terminology Medical Concept Normalisation ACL 2019
Extracting relations between outcomes and significance levels in Randomized Controlled Trials (RCTs) publications ACL 2019
WTMED at MEDIQA 2019: A Hybrid Approach to Biomedical Natural Language Inference ACL 2019
Comparing the Intrinsic Performance of Clinical Concept Embeddings by Their Field of Medicine EMNLP 2019
BioReddit: Word Embeddings for User-Generated Biomedical NLP EMNLP 2019
Leveraging Hierarchical Category Knowledge for Data-Imbalanced Multi-Label Diagnostic Text Understanding EMNLP 2019
Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings EMNLP 2019
Correlating Twitter Language with Community-Level Health Outcomes ACL 2019
Context-Aware Spatio-Recurrent Curvilinear Structure Segmentation CVPR 2019