Paper Library
12 papers in corpus · Last indexed 2026-06-04 09:14
Papers by Publication Year
Topic Cluster Distribution
Title | Authors | Journal | Year | DOI | Cites | Pgs | Clusters | Status | ||
|---|---|---|---|---|---|---|---|---|---|---|
Uncertainty quantification in neural network predictions for clinical decision support | Volkov, A., Aidoo, P. +1 | Artificial Intelligence in Medicine | 2025 | 1016/j.artmed.2025… | 4 | 23 | UncertaintyClinical AI | Queued | ||
Privacy-preserving federated learning in distributed electronic health record systems | García-Martínez, C., Okafor, N. | npj Digital Medicine | 2024 | 1038/s41746-024-01… | 61 | 22 | Federated LearningEHR Systems | Processing | ||
Benchmark evaluation of large language models on clinical question answering | Williams, T., Nguyen, A. +2 | NEJM AI | 2025 | 1056/AIoa2400118… | 9 | 31 | LLMsClinical NLP | Processing | ||
Zero-shot cross-lingual transfer for clinical named entity recognition | Mensah, A., Ivanovic, B. | ACL Anthology | 2024 | 18653/v1/2024.acl-… | 22 | 16 | Clinical NLPMultilingual | Error | ||
Few-shot learning for rare disease classification using contrastive pre-training | Zhao, W., Patel, R. +2 | Nature Machine Intelligence | 2025 | 1038/s42256-025-00… | 17 | 14 | Few-shot LearningClinical NLP | Indexed | ||
Transformer-based architectures for long-document clinical NLP: A systematic review | Nakamura, K., Osei-Bonsu, A. +1 | Journal of Biomedical Informatics | 2024 | 1016/j.jbi.2024.10… | 43 | 28 | Clinical NLPTransformers | Indexed | ||
Causal inference in observational health studies: Challenges and best practices | Mbeki, S., Johansson, P. | Epidemiology & Community Health | 2023 | 1136/jech-2023-220… | 128 | 19 | Causal InferenceEpidemiology | Indexed | ||
Graph neural networks for drug-drug interaction prediction in polypharmacy | Tanaka, H., Osei-Mensah, K. | Bioinformatics | 2024 | 1093/bioinformatic… | 38 | 17 | Graph NNsDrug Discovery | Indexed | ||
Explainability in deep learning diagnostic models: Clinician trust and adoption barriers | Svensson, M., Adeleke, B. +1 | The Lancet Digital Health | 2023 | 1016/S2589-7500(23… | 214 | 11 | ExplainabilityClinical AI | Indexed | ||
Multimodal fusion of imaging and genomics data for cancer subtype classification | Adeyemi, F., Lindqvist, S. | Cancer Research | 2023 | 1158/0008-5472.CAN… | 97 | 24 | Multimodal LearningOncology | Indexed |