Medical AI

Race, Gender, and Age Biases in Biomedical Masked Language Models ACL 2023 Rare Codes Count: Mining Inter-code Relations for Long-tail Clinical Text Classification ACL 2023 REFINE: A Fine-Grained Medication Recommendation System Using Deep Learning and Personalized Drug Interaction Modeling NeurIPS 2023 Respiratory distress estimation in human-robot interaction scenario Interspeech 2023 Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth Program AAAI 2023 Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health AAAI 2023 ScatterFormer: Locally-Invariant Scattering Transformer for Patient-Independent Multispectral Detection of Epileptiform Discharges AAAI 2023 SCI: A Spectrum Concentrated Implicit Neural Compression for Biomedical Data AAAI 2023 SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes EMNLP 2023 Securing Lifelines: Safe Delivery of Critical Services in Areas with Volatile Security Situation via a Stackelberg Game Approach AAAI 2023 Seeing Beyond the Brain: Conditional Diffusion Model With Sparse Masked Modeling for Vision Decoding CVPR 2023 Self-Supervised Graph Learning for Long-Tailed Cognitive Diagnosis AAAI 2023 Sequential Multi-Dimensional Self-Supervised Learning for Clinical Time Series ICML 2023 Severity Classification of Parkinson's Disease from Speech using Single Frequency Filtering-based Features Interspeech 2023 shs-nlp at RadSum23: Domain-Adaptive Pre-training of Instruction-tuned LLMs for Radiology Report Impression Generation ACL 2023 Storyline-Centric Detection of Aphasia and Dysarthria in Stroke Patient Transcripts ACL 2023 Stuttering Detection Application Interspeech 2023 Surrogate Assisted Semi-supervised Inference for High Dimensional Risk Prediction JMLR 2023 SwiFT: Swin 4D fMRI Transformer NeurIPS 2023 SYMPTOMIFY: Transforming Symptom Annotations with Language Model Knowledge Harvesting EMNLP 2023 Team Converge at ProbSum 2023: Abstractive Text Summarization of Patient Progress Notes ACL 2023 Team:PULSAR at ProbSum 2023:PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients’ Problems and Data Augmentation with Black-box Large Language Models ACL 2023 Temporal Label Smoothing for Early Event Prediction ICML 2023 Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification EMNLP 2023 The PEACE-Reviews dataset: Modeling Cognitive Appraisals in Emotion Text Analysis EMNLP 2023