Healthcare & Medicine

Virtual Immunohistochemistry Staining for Histological Images Assisted by Weakly-supervised Learning CVPR 2024 VITA: ‘Carefully Chosen and Weighted Less’ Is Better in Medication Recommendation AAAI 2024 VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis CVPR 2024 Weakly supervised deep learning model with size constraint for prostate cancer detection in multiparametric MRI and generalization to unseen domains MIDL 2024 Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation ICML 2024 WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking NeurIPS 2024 When Is a Name Sensitive? Eponyms in Clinical Text and Implications for De-Identification EACL 2024 When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection EMNLP 2024 When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications? EMNLP 2024 When to Act and When to Ask: Policy Learning With Deferral Under Hidden Confounding NeurIPS 2024 Which Sense Dominates Multisensory Semantic Understanding? A Brain Decoding Study COLING 2024 Why So Serious: Humor and its Association with Treatment Measurements Process and Outcome EMNLP 2024 Words Matter: Reducing Stigma in Online Conversations about Substance Use with Large Language Models EMNLP 2024 XDT-CXR: Investigating Cross-Disease Transferability in Zero-Shot Binary Classification of Chest X-Rays MLHC 2024 XGA-Osteo: Towards XAI-Enabled Knee Osteoarthritis Diagnosis with Adversarial Learning IJCAI 2024 XinHai@CLPsych 2024 Shared Task: Prompting Healthcare-oriented LLMs for Evidence Highlighting in Posts with Suicide Risk EACL 2024 YOLO-Stutter: End-to-end Region-Wise Speech Dysfluency Detection Interspeech 2024 Your Model Is Not Predicting Depression Well And That Is Why: A Case Study of PRIMATE Dataset EACL 2024 ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting CVPR 2024 ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-modal Uniform Alignment IJCAI 2024 Zero-Shot Medical Image Segmentation Based on Sparse Prompt Using Finetuned SAM MIDL 2024 AbDiffuser: full-atom generation of in-vitro functioning antibodies NeurIPS 2023 AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks NeurIPS 2023 ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging ICML 2023 Accounting For Informative Sampling When Learning to Forecast Treatment Outcomes Over Time ICML 2023