Medical Informatics

Clinical evidence, research, and medical intelligence in Medical Informatics.

AToP framework maps EHR Transformer readmission risk to temporal patterns

AToP converts Transformer attributions into temporal pattern narratives, separating common low-impact codes from rare high-attribution signals in readmission prediction.

By Dr. A. Nikhil Krishnan, MBBS · 1 min ago · 6 min read

Medical Informatics·Nature

Nature correction fixes author name in clinical time-series imputation paper

Nature Communications issued an author correction to a clinical time-series imputation study, fixing Maria Sekutowicz’s surname in print…

6 days ago

Medical Informatics·Nature

MedClassNet improves disease classification from clinical text with BioBERT and GAT

MedClassNet combines BioBERT and graph attention networks to classify ICD-9 disease categories from clinical narratives with high accuracy.

Nov 4, 2026

Medical Informatics·Nature

Synthetic Clinical Text Review Maps LLM Uses, Risks, and Evaluation

A systematic review of 87 studies maps how synthetic clinical text is generated, evaluated, and used for privacy-preserving…

Nov 1, 2026

Medical Informatics·NLM Alerts

PathoEvo database organizes single-cell data by disease progression

PathoEvo integrates 7.45 million cells from 59 datasets to standardize stage-resolved single-cell and single-nucleus disease research.

Oct 31, 2026

Medical Informatics·Nature

Federated learning study tests biased FedSDS in cancer and MDS models

Biased FedSDS outperformed FedAvg in non-IID federated survival models across myelodysplastic syndrome, glioma, and breast cancer datasets.

Oct 29, 2026

Medical Informatics·medRxiv

Clinical Speech De-Identification Benchmark Sets New Privacy Baseline

A medRxiv benchmark evaluates recording-level clinical speech de-identification, comparing pipeline and end-to-end systems for privacy-preserving audio reuse.

Oct 24, 2026

Medical Informatics·Nature