Healthcare & Medicine

Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus EMNLP 2021 Classification of mental illnesses on social media using RoBERTa EACL 2021 Classification of Tweets Self-reporting Adverse Pregnancy Outcomes and Potential COVID-19 Cases Using RoBERTa Transformers NAACL 2021 clDice - A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation CVPR 2021 Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration EACL 2021 Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning AAAI 2021 Clinical Trial of an AI-Augmented Intervention for HIV Prevention in Youth Experiencing Homelessness AAAI 2021 CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes ACL 2021 Closing the loop in medical decision support by understanding clinical decision-making: A case study on organ transplantation NeurIPS 2021 Competence-based Multimodal Curriculum Learning for Medical Report Generation ACL 2021 Conceptual Grounding Constraints for Truly Robust Biomedical Name Representations EACL 2021 Confluent Vessel Trees With Accurate Bifurcations CVPR 2021 CONNER: A Cascade Count and Measurement Extraction Tool for Scientific Discourse SemEval 2021 Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes NeurIPS 2021 Contrastive Learning of Cough Descriptors for Automatic COVID-19 Preliminary Diagnosis Interspeech 2021 CoPHE: A Count-Preserving Hierarchical Evaluation Metric in Large-Scale Multi-Label Text Classification EMNLP 2021 Coreference Resolution for the Biomedical Domain: A Survey EMNLP 2021 Cortical Surface Shape Analysis Based on Alexandrov Polyhedra ICCV 2021 Cough-Based COVID-19 Detection with Contextual Attention Convolutional Neural Networks and Gender Information Interspeech 2021 COVID-19 Detection from Spectral Features on the DiCOVA Dataset Interspeech 2021 Creating Interpretable Data-Driven Approaches for Remote Health Monitoring AAAI 2021 CROCS: Clustering and Retrieval of Cardiac Signals Based on Patient Disease Class, Sex, and Age NeurIPS 2021 Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text EMNLP 2021 CSGNN: Contrastive Self-Supervised Graph Neural Network for Molecular Interaction Prediction IJCAI 2021 Data Domain Change and Feature Selection to Predict Cardiac Pathology with a 2D Clinical Dataset and Convolutional Neural Networks (Student Abstract) AAAI 2021