Medical AI

Towards Generalizable Methods for Automating Risk Score Calculation ACL 2022 Towards Summarizing Healthcare Questions in Low-Resource Setting COLING 2022 Towards Trustworthy Automatic Diagnosis Systems by Emulating Doctors' Reasoning with Deep Reinforcement Learning NeurIPS 2022 Transformer-Based Unsupervised Learning for Early Detection of Sepsis (Student Abstract) AAAI 2022 TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding COLING 2022 UMUTeam@LT-EDI-ACL2022: Detecting Signs of Depression from text ACL 2022 UnfoldML: Cost-Aware and Uncertainty-Based Dynamic 2D Prediction for Multi-Stage Classification NeurIPS 2022 User-Driven Research of Medical Note Generation Software NAACL 2022 Using Public Data to Predict Demand for Mobile Health Clinics AAAI 2022 Validation of the Neuro-Concept Detector framework for the characterization of speech disorders: A comparative study including Dysarthria and Dysphonia Interspeech 2022 ViLMedic: a framework for research at the intersection of vision and language in medical AI ACL 2022 Visio-Linguistic Brain Encoding COLING 2022 Voicing decision based on phonemes classification and spectral moments for whisper-to-speech conversion Interspeech 2022 Zero-Shot Cross-lingual Aphasia Detection using Automatic Speech Recognition Interspeech 2022 Accurate and Interpretable Machine Learning for Transparent Pricing of Health Insurance Plans AAAI 2021 Adapting Event Extractors to Medical Data: Bridging the Covariate Shift EACL 2021 A Deep Learning Framework for Improving Lameness Identification in Dairy Cattle AAAI 2021 A Hierarchical Approach to Multi-Event Survival Analysis AAAI 2021 AI-Empowered Decision Support for COVID-19 Social Distancing AAAI 2021 A Linguistic Annotation Framework to Study Interactions in Multilingual Healthcare Conversational Forums EMNLP 2021 Application for Detecting Depression, Parkinson’s Disease and Dysphonic Speech Interspeech 2021 A Preliminary Study on Evaluating Consultation Notes With Post-Editing EACL 2021 Articulatory Coordination for Speech Motor Tracking in Huntington Disease Interspeech 2021 Attention via Scattering Transforms for Segmentation of Small Intravascular Ultrasound Data Sets MIDL 2021 Automated Detection of Voice Disorder in the Saarbrücken Voice Database: Effects of Pathology Subset and Audio Materials Interspeech 2021