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Medical NLP

324 directly classified papers

Papers per year

Papers

Various Approaches for Predicting Stroke Prognosis using Magnetic Resonance Imaging Text Records EMNLP 2020
Multiple Sclerosis Severity Classification From Clinical Text EMNLP 2020
BERT-XML: Large Scale Automated ICD Coding Using BERT Pretraining EMNLP 2020
Information Extraction from Swedish Medical Prescriptions with Sig-Transformer Encoder EMNLP 2020
Evaluation of Transfer Learning for Adverse Drug Event (ADE) and Medication Entity Extraction EMNLP 2020
BioBERTpt - A Portuguese Neural Language Model for Clinical Named Entity Recognition EMNLP 2020
Dilated Convolutional Attention Network for Medical Code Assignment from Clinical Text EMNLP 2020
Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation EMNLP 2020
Relative and Incomplete Time Expression Anchoring for Clinical Text EMNLP 2020
Extracting Relations between Radiotherapy Treatment Details EMNLP 2020
Cancer Registry Information Extraction via Transfer Learning EMNLP 2020
On the diminishing return of labeling clinical reports EMNLP 2020
Learning to ground medical text in a 3D human atlas EMNLP 2020
Target Concept Guided Medical Concept Normalization in Noisy User-Generated Texts EMNLP 2020
Identifying Personal Experience Tweets of Medication Effects Using Pre-trained RoBERTa Language Model and Its Updating EMNLP 2020
Detecting Foodborne Illness Complaints in Multiple Languages Using English Annotations Only EMNLP 2020
A Smart System to Generate and Validate Question Answer Pairs for COVID-19 Literature EMNLP 2020
On the effectiveness of small, discriminatively pre-trained language representation models for biomedical text mining EMNLP 2020
A Hybrid Deep Learning Approach for Spatial Trigger Extraction from Radiology Reports EMNLP 2020
Deep Learning for Identification of Adverse Effect Mentions In Twitter Data ACL 2019
NLP@UNED at SMM4H 2019: Neural Networks Applied to Automatic Classifications of Adverse Effects Mentions in Tweets ACL 2019
Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation EMNLP 2019
Leveraging Hierarchical Category Knowledge for Data-Imbalanced Multi-Label Diagnostic Text Understanding EMNLP 2019
On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning EMNLP 2019
Comparing the Intrinsic Performance of Clinical Concept Embeddings by Their Field of Medicine EMNLP 2019