Medical AI

Data-Driven Network Neuroscience: On Data Collection and Benchmark NeurIPS 2023 Data-Driven Subgroup Identification for Linear Regression ICML 2023 Deep Reinforcement Learning for Cost-Effective Medical Diagnosis ICLR 2023 Detecting Anomalous Networks of Opioid Prescribers and Dispensers in Prescription Drug Data AAAI 2023 Detecting Manifest Huntington's Disease Using Vocal Data Interspeech 2023 Detecting Sources of Healthcare Associated Infections AAAI 2023 Dialogue Medical Information Extraction with Medical-Item Graph and Dialogue-Status Enriched Representation EMNLP 2023 Differential Privacy enabled Dementia Classification: An Exploration of the Privacy-Accuracy Trade-off in Speech Signal Data Interspeech 2023 Effects of spectral and temporal modulation degradation on intelligibility and cortical tracking of speech signals Interspeech 2023 Effects of spectral degradation on the cortical tracking of the speech envelope Interspeech 2023 Enhancing Video-based Learning Using Knowledge Tracing: Personalizing Students’ Learning Experience with ORBITS ACL 2023 Estimating Average Causal Effects from Patient Trajectories AAAI 2023 Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders AAAI 2023 Evaluating and Improving Automatic Speech Recognition using Severity ACL 2023 Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers ACL 2023 Exploring multi-task learning and data augmentation in dementia detection with self-supervised pretrained models Interspeech 2023 Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions AISTATS 2023 Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control ICML 2023 FedDAR: Federated Domain-Aware Representation Learning ICLR 2023 Federated Learning for Secure Development of AI Models for Parkinson’s Disease Detection Using Speech from Different Languages Interspeech 2023 Flexible-Cm GAN: Towards Precise 3D Dose Prediction in Radiotherapy CVPR 2023 Forecasting with Sparse but Informative Variables: A Case Study in Predicting Blood Glucose AAAI 2023 Functional Neural Networks: Shift invariant models for functional data with applications to EEG classification ICML 2023 Glottal source analysis of voice deficits in basal ganglia dysfunction: evidence from de novo Parkinson's disease and Huntington's disease Interspeech 2023 Hierarchical Pretraining on Multimodal Electronic Health Records EMNLP 2023