Medical AI

Counterfactual harm NeurIPS 2022 Counterfactual Prediction for Outcome-Oriented Treatments ICML 2022 COVID-19 detection based on respiratory sensing from speech Interspeech 2022 Cross-modal Contrastive Attention Model for Medical Report Generation COLING 2022 Cue-bot: A Conversational Agent for Assistive Technology ACL 2022 Curating a Large-Scale Motivational Interviewing Dataset Using Peer Support Forums COLING 2022 Data Augmentation for Biomedical Factoid Question Answering ACL 2022 Data Augmentation for Rare Symptoms in Vaccine Side-Effect Detection ACL 2022 Debiased, Longitudinal and Coordinated Drug Recommendation through Multi-Visit Clinic Records NeurIPS 2022 DeepBlues@LT-EDI-ACL2022: Depression level detection modelling through domain specific BERT and short text Depression classifiers ACL 2022 DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning NeurIPS 2022 DeltaNet: Conditional Medical Report Generation for COVID-19 Diagnosis COLING 2022 Detecting Dementia from Long Neuropsychological Interviews EMNLP 2022 Detecting Dysfluencies in Stuttering Therapy Using wav2vec 2.0 Interspeech 2022 Detecting Heart Failure Through Voice Analysis using Self-Supervised Mode-Based Memory Fusion Interspeech 2022 Diaformer: Automatic Diagnosis via Symptoms Sequence Generation AAAI 2022 DialMed: A Dataset for Dialogue-based Medication Recommendation COLING 2022 Disentangled Latent Speech Representation for Automatic Pathological Intelligibility Assessment Interspeech 2022 Disentangling Whether from When in a Neural Mixture Cure Model for Failure Time Data AISTATS 2022 Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data Interspeech 2022 DoSSIER at MedVidQA 2022: Text-based Approaches to Medical Video Answer Localization Problem ACL 2022 ELO-SPHERES intelligibility prediction model for the Clarity Prediction Challenge 2022 Interspeech 2022 EMOCA: Emotion Driven Monocular Face Capture and Animation CVPR 2022 ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine NeurIPS 2022 Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score JMLR 2022