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Medical AI

274 directly classified papers

Papers per year

Papers

Leveraging Capsule Routing to Associate Knowledge with Medical Literature Hierarchically EMNLP 2021
Robustness and Sensitivity of BERT Models Predicting Alzheimer’s Disease from Text EMNLP 2021
Identifying professions & occupations in Health-related Social Media using Natural Language Processing NAACL 2021
Fine-tuning BERT to classify COVID19 tweets containing symptoms NAACL 2021
Confluent Vessel Trees With Accurate Bifurcations CVPR 2021
Classification of COVID19 tweets using Machine Learning Approaches NAACL 2021
Fine-tuning Transformers for Identifying Self-Reporting Potential Cases and Symptoms of COVID-19 in Tweets NAACL 2021
Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021 NAACL 2021
GRASP: Generic Framework for Health Status Representation Learning Based on Incorporating Knowledge from Similar Patients AAAI 2021
COVID-Fact: Fact Extraction and Verification of Real-World Claims on COVID-19 Pandemic IJCNLP 2021
Closing the loop in medical decision support by understanding clinical decision-making: A case study on organ transplantation NIPS 2021
An efficient representation of chronological events in medical texts EMNLP 2020
CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management EMNLP 2020
A Smart System to Generate and Validate Question Answer Pairs for COVID-19 Literature EMNLP 2020
Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset EMNLP 2020
A Corpus for Outbreak Detection of Diseases Prevalent in Latin America CONLL 2020
Neural Speech Decoding for Amyotrophic Lateral Sclerosis INTERSPEECH 2020
Brain networks enabling speech perception in everyday settings INTERSPEECH 2020
Prediction of High Risk of Deviations in Home Care Deliveries PGM 2020
Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction NIPS 2020
Predicting Cognitive Declines Using Longitudinally Enriched Representations for Imaging Biomarkers CVPR 2020
BioMegatron: Larger Biomedical Domain Language Model EMNLP 2020
Temporal Mental Health Dynamics on Social Media EMNLP 2020
Quantifying the Effects of COVID-19 on Mental Health Support Forums EMNLP 2020
How Robust are the Estimated Effects of Nonpharmaceutical Interventions against COVID-19? NIPS 2020