Clinical

A Tree-based Model Averaging Approach for Personalized Treatment Effect Estimation from Heterogeneous Data Sources ICML 2022 Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction COLING 2022 Augmented Adversarial Self-Supervised Learning for Early-Stage Alzheimer's Speech Detection Interspeech 2022 Automated Detection of Wilson’s Disease Based on Improved Mel-frequency Cepstral Coefficients with Signal Decomposition Interspeech 2022 Automated Voice Pathology Discrimination from Continuous Speech Benefits from Analysis by Phonetic Context Interspeech 2022 Automatic cognitive assessment: Combining sparse datasets with disparate cognitive scores Interspeech 2022 Automatic Detection of Speech Sound Disorder in Child Speech Using Posterior-based Speaker Representations Interspeech 2022 Automatic ICD Coding Exploiting Discourse Structure and Reconciled Code Embeddings COLING 2022 Autonomous Myocardial Infarction Detection from Electrocardiogram with a Multi Label Classification Approach ACML 2022 A Variational Bayesian Method for Similarity Learning in Non-Rigid Image Registration CVPR 2022 AVA-TMP: A Human-in-the-Loop Multi-layer Dynamic Topic Modeling Pipeline EMNLP 2022 BanglaBioMed: A Biomedical Named-Entity Annotated Corpus for Bangla (Bengali) ACL 2022 Benchmarking Automated Clinical Language Simplification: Dataset, Algorithm, and Evaluation COLING 2022 Benchmarking for Public Health Surveillance tasks on Social Media with a Domain-Specific Pretrained Language Model ACL 2022 BERT for Long Documents: A Case Study of Automated ICD Coding EMNLP 2022 Beyond calories: evaluating how tailored communication reduces emotional load in diet-coaching ACL 2022 Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification NeurIPS 2022 BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model ACL 2022 BioCite: A Deep Learning-based Citation Linkage Framework for Biomedical Research Articles ACL 2022 BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples EMNLP 2022 BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature EMNLP 2022 Building a Clinically-Focused Problem List From Medical Notes EMNLP 2022 Calibration Error for Heterogeneous Treatment Effects AISTATS 2022 Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes? EMNLP 2022 Causal Transformer for Estimating Counterfactual Outcomes ICML 2022