Medical AI

Tongue and Lip Motion Patterns in Alaryngeal Speech Interspeech 2020 Towards a Comprehensive Assessment of Speech Intelligibility for Pathological Speech Interspeech 2020 Towards an Ontology-based Medication Conversational Agent for PrEP and PEP ACL 2020 Towards end-2-end learning for predicting behavior codes from spoken utterances in psychotherapy conversations ACL 2020 Towards Interpretable Clinical Diagnosis with Bayesian Network Ensembles Stacked on Entity-Aware CNNs ACL 2020 Towards Interpreting Deep Learning Models to Understand Loss of Speech Intelligibility in Speech Disorders — Step 1: CNN Model-Based Phone Classification Interspeech 2020 Towards Medical Machine Reading Comprehension with Structural Knowledge and Plain Text EMNLP 2020 UncommonVoice: A Crowdsourced Dataset of Dysphonic Speech Interspeech 2020 Unsupervised Paraphasia Classification in Aphasic Speech ACL 2020 Using State of the Art Speaker Recognition and Natural Language Processing Technologies to Detect Alzheimer’s Disease and Assess its Severity Interspeech 2020 When and How to Lift the Lockdown? Global COVID-19 Scenario Analysis and Policy Assessment using Compartmental Gaussian Processes NeurIPS 2020 X-CAL: Explicit Calibration for Survival Analysis NeurIPS 2020 Adaptive Activity Monitoring with Uncertainty Quantification in Switching Gaussian Process Models AISTATS 2019 A Feasibility Test on Preventing PRMDs Based on Deep Learning AAAI 2019 AffinityNet: Semi-Supervised Few-Shot Learning for Disease Type Prediction AAAI 2019 An Attention-Based Hybrid Network for Automatic Detection of Alzheimer’s Disease from Narrative Speech Interspeech 2019 An Investigation of Deep Learning Systems for Suicide Risk Assessment NAACL 2019 Approaching SMM4H with Merged Models and Multi-task Learning ACL 2019 Bidirectional Inference Networks:A Class of Deep Bayesian Networks for Health Profiling AAAI 2019 BioReddit: Word Embeddings for User-Generated Biomedical NLP EMNLP 2019 Building a De-identification System for Real Swedish Clinical Text Using Pseudonymised Clinical Text EMNLP 2019 Building Causal Graphs from Medical Literature and Electronic Medical Records AAAI 2019 Can Character Embeddings Improve Cause-of-Death Classification for Verbal Autopsy Narratives? ACL 2019 Challenges in the Automatic Analysis of Students’ Diagnostic Reasoning AAAI 2019 Child Speech Disorder Detection with Siamese Recurrent Network Using Speech Attribute Features Interspeech 2019