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Medical AI

274 directly classified papers

Papers per year

Papers

Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability Composability and Decomposability from Anatomy via Self Supervision CVPR 2024
Simple and scalable algorithms for cluster-aware precision medicine AISTATS 2024
Survival Kernets: Scalable and Interpretable Deep Kernel Survival Analysis with an Accuracy Guarantee JMLR 2024
IGAMT: Privacy-Preserving Electronic Health Record Synthesization with Heterogeneity and Irregularity AAAI 2024
Introduction to the Special Track on Artificial Intelligence and COVID-19 (Abstract Reprint) AAAI 2024
Smoke and Mirrors in Causal Downstream Tasks NIPS 2024
Graph Neural Networks for Brain Graph Learning: A Survey IJCAI 2024
ConSequence: Synthesizing Logically Constrained Sequences for Electronic Health Record Generation AAAI 2024
A Multilevel Analysis of PubMed-only BERT-based Biomedical Models NAACL 2024
Toward a Well-Calibrated Discrimination via Survival Outcome-Aware Contrastive Learning NIPS 2024
Robust Learning via Conditional Prevalence Adjustment WACV 2024
OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM CVPR 2024
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records NIPS 2024
string2string: A Modern Python Library for String-to-String Algorithms ACL 2024
Using Surrogates in Covariate-adjusted Response-adaptive Randomization Experiments with Delayed Outcomes NIPS 2024
Unscrambling disease progression at scale: fast inference of event permutations with optimal transport NIPS 2024
Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity CVPR 2024
SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials SEMEVAL 2024
Modelling Lexical Characteristics of the Healthy Aging Population: A Corpus-Based Study INTERSPEECH 2024
CLaC at SemEval-2024 Task 2: Faithful Clinical Trial Inference SEMEVAL 2024
Multimodal Digital Biomarkers for Longitudinal Tracking of Speech Impairment Severity in ALS: An Investigation of Clinically Important Differences INTERSPEECH 2024
How Do Conversational Agents in Healthcare Impact on Patient Agency? EACL 2024
Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders AAAI 2024
KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs AAAI 2024
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning ACL 2024