Healthcare & Medicine

Learning Individualized Treatment Rules with Many Treatments: A Supervised Clustering Approach Using Adaptive Fusion NeurIPS 2022 Learning Sparse Interpretable Features For NAS Scoring From Liver Biopsy Images IJCAI 2022 Learning Temporal Evolution of Spatial Dependence with Generalized Spatiotemporal Gaussian Process Models JMLR 2022 Learning the Physics of Particle Transport via Transformers AAAI 2022 Learning to Generate Explanation from e-Hospital Services for Medical Suggestion COLING 2022 Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare NeurIPS 2022 Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios EMNLP 2022 Leveraging Time Irreversibility with Order-Contrastive Pre-training AISTATS 2022 Listening with Googlears: Low-Latency Neural Multiframe Beamforming and Equalization for Hearing Aids Interspeech 2022 Locally Sparse Neural Networks for Tabular Biomedical Data ICML 2022 Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis NeurIPS 2022 Low Resource Causal Event Detection from Biomedical Literature ACL 2022 M3: Multi-level dataset for Multi-document summarisation of Medical studies EMNLP 2022 M3T: Three-Dimensional Medical Image Classifier Using Multi-Plane and Multi-Slice Transformer CVPR 2022 Maximum a posteriori natural scene reconstruction from retinal ganglion cells with deep denoiser priors NeurIPS 2022 Maximum n-times Coverage for Vaccine Design ICLR 2022 MedCLIP: Contrastive Learning from Unpaired Medical Images and Text EMNLP 2022 MedConQA: Medical Conversational Question Answering System based on Knowledge Graphs EMNLP 2022 MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction COLING 2022 Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision COLING 2022 MedicalSum: A Guided Clinical Abstractive Summarization Model for Generating Medical Reports from Patient-Doctor Conversations EMNLP 2022 Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks EMNLP 2022 METGAN: Generative Tumour Inpainting and Modality Synthesis in Light Sheet Microscopy WACV 2022 Method Entity Extraction from Biomedical Texts COLING 2022 MIMICause: Representation and automatic extraction of causal relation types from clinical notes ACL 2022