Medical AI

Alzheimer's Detection from English to Spanish Using Acoustic and Linguistic Embeddings Interspeech 2022 Analyzing the impact of SARS-CoV-2 variants on respiratory sound signals Interspeech 2022 AnEMIC: A Framework for Benchmarking ICD Coding Models EMNLP 2022 A Predictive Approach to Bayesian Nonparametric Survival Analysis AISTATS 2022 Are reported accuracies in the clinical speech machine learning literature overoptimistic? Interspeech 2022 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 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 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 Calibration Error for Heterogeneous Treatment Effects AISTATS 2022 Causal Transformer for Estimating Counterfactual Outcomes ICML 2022 Causes of Effects: Learning Individual Responses from Population Data IJCAI 2022 Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis NeurIPS 2022 Clustering Interval-Censored Time-Series for Disease Phenotyping AAAI 2022 Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding ACL 2022 Comparing 1-dimensional and 2-dimensional spectral feature representations in voice pathology detection using machine learning and deep learning classifiers Interspeech 2022 Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations ICML 2022 Contribution-Aware Federated Learning for Smart Healthcare AAAI 2022