Healthcare & Medicine

PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning EMNLP 2022 Proximal Exploration for Model-guided Protein Sequence Design ICML 2022 Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval EMNLP 2022 PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation NeurIPS 2022 PyMiceTracking: An Open-Source Toolbox for Real-Time Behavioral Neuroscience Experiments CVPR 2022 Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record ACL 2022 Readability Controllable Biomedical Document Summarization EMNLP 2022 RealMedDial: A Real Telemedical Dialogue Dataset Collected from Online Chinese Short-Video Clips COLING 2022 Reference-Guided Pseudo-Label Generation for Medical Semantic Segmentation AAAI 2022 Reinforced Cross-modal Alignment for Radiology Report Generation ACL 2022 Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions NeurIPS 2022 Retroformer: Pushing the Limits of End-to-end Retrosynthesis Transformer ICML 2022 RNN Transducers for Named Entity Recognition with constraints on alignment for understanding medical conversations Interspeech 2022 Sample Efficiency Matters: A Benchmark for Practical Molecular Optimization NeurIPS 2022 ScAN: Suicide Attempt and Ideation Events Dataset NAACL 2022 SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification NeurIPS 2022 SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox Models AAAI 2022 scubeMSEC@LT-EDI-ACL2022: Detection of Depression using Transformer Models ACL 2022 Securely Capturing People’s Interactions with Voice Assistants at Home: A Bespoke Tool for Ethical Data Collection EMNLP 2022 Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation WACV 2022 Self-Supervised Intermediate Fine-Tuning of Biomedical Language Models for Interpreting Patient Case Descriptions COLING 2022 Self-Supervised Knowledge Assimilation for Expert-Layman Text Style Transfer AAAI 2022 Self-Supervised Learning of Brain Dynamics from Broad Neuroimaging Data NeurIPS 2022 Self-Supervised Pre-training for Protein Embeddings Using Tertiary Structures AAAI 2022 Self-Supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss AAAI 2022