Hematology

Latest AI and machine learning research in hematology for healthcare professionals.

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Showing 274-294 of 8,212 articles
An open-source, configurable machine learning pipeline for predicting blood culture outcomes from routine haematology parameters.

Background. Bloodstream infections remain a major cause of morbidity and mortality worldwide, yet bl...

Aug 2026 42578188
Interpreting antibody identification tests with large language models: Critical role of tabular data formatting.

BACKGROUND: Antibody identification testing is essential for preventing hemolytic transfusion reacti...

(1)
Aug 2026 42572450
Adding Artificial Intelligence to the PERT Improves Time to Diagnosis and Treatment of Pulmonary Embolism.

OBJECTIVES: There is limited data demonstrating the benefit of artificial intelligence technology in...

(6)
Aug 2026 42570761
Risk analysis and warning model of post-noncardiac surgery acute kidney injury: A retrospective observational study.

Postoperative acute kidney injury (PO-AKI) following noncardiac surgery remains a major clinical cha...

(6)
Aug 2026 42566640
A genome-wide coverage-based pipeline for the identification of host-derived candidate biomarkers in blood cell-free DNA.

We have created a new data-analysis pipeline for the discovery of host-derived candidate biomarkers ...

(1)
Aug 2026 42567273
A three-metabolite microbiota-associated signature for early risk stratification of gestational diabetes mellitus.

BACKGROUND: Gestational diabetes mellitus (GDM) is associated with adverse pregnancy outcomes and lo...

Aug 2026 42568080
Prehospital Injury Severity Estimate (PHISE) matches in-hospital trauma scores when embedded in AI models.

Trauma severity scores such as the Injury Severity Score (ISS) and New Injury Severity Score (NISS) ...

(2)
Aug 2026 42562846
Machine learning-derived clinical phenotypes of ascites in cirrhosis: A multi-center latent class analysis with external validation.

BACKGROUND: Ascites development in cirrhosis reduces five-year survival from 80% to 30%, yet substan...

(7)
Aug 2026 42560069
From Environmental Lead Exposure to Colorectal Cancer: Integrated Transcriptomic and Genetic Analyses Identify HMOX1 as a Prioritized Candidate.

Colorectal cancer (CRC) is a leading cause of cancer mortality, and the mechanisms linking lead expo...

(1)
Aug 2026 42560444
Clinical Research on Microecological Landscape for Infection Risk Stratification in Newly Diagnosed Patients with Hematological Conditions.

INTRODUCTION: Infection is a common and potentially fatal complication during the treatment of hemat...

(2)
Aug 2026 42560632
AI-Based Phenotyping of Atrial Fibrillation Through Generative Topographic Mapping: Prospective Murcia Atrial Fibrillation Project III Cohort Study.

BACKGROUND: The clinical heterogeneity of atrial fibrillation (AF) challenges current classification...

(1)
Aug 2026 42562389
A study on risk factors for the progression from T2DM to end-stage renal disease based on Mendelian randomization and logistic regression analysis.

Using two-sample Mendelian randomization (MR) based on GWAS data from the IEU OpenGWAS project and a...

(1)
Aug 2026 42556871
An explainable machine learning model for predicting in-hospital infection in patients with systemic lupus erythematosus.

Infection is a leading cause of mortality in patients with systemic lupus erythematosus (SLE), yet e...

(4)
Aug 2026 42557059
AI-Enabled Automated Schistocyte Classification in Peripheral Blood for TMA Auxiliary Diagnosis.

BACKGROUND: Schistocytes are critical morphological markers for thrombotic microangiopathy (TMA) dia...

Aug 2026 42552856
Beyond the guidelines: Vascular function as the central determinant and therapeutic target in hypertension.

Hypertension has traditionally been defined and managed according to brachial blood pressure levels....

(3)
Aug 2026 42552401
From prediction to practice: Barriers to implementing artificial intelligence in blood inventory management and transfusion support.

BACKGROUND: Artificial intelligence (AI) is increasingly applied to blood-demand forecasting, donor ...

Aug 2026 42549641
The FERM guild: a differentially correlated microbial module drives hypertension via metabolic flux perturbations.

UNLABELLED: Hypertension is a major risk factor for cardiovascular diseases, with changes in gut mic...

(6)
Aug 2026 42549911
Prediction of Blood Transfusion Need and Dose in Patients With Upper Gastrointestinal Bleeding: Retrospective Multicenter Prediction Model Study.

BACKGROUND: Transfusion thresholds in upper gastrointestinal bleeding are debated; hemoglobin cutoff...

(1)
Aug 2026 42550984
Bo-Net: Deep learning-based model for automatic bone stromal cell segmentation of fluorescence microscopy images.

BACKGROUND AND OBJECTIVES: Bone is a multicellular organ that is the site of complex pathophysiologi...

(2)
Aug 2026 42550873
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