Hematology

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

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Machine learning models for early mortality prediction in severe fever with thrombocytopenia syndrome.

Severe fever with thrombocytopenia syndrome (SFTS) is a high-fatality viral disease where early mort...

Jan 2026 41767268
Hemoglobin as a Molecular Glue: Toward Potent Inhibition of HbS Polymerization in Sickle Cell Disease.

Sickle cell disease (SCD), a monogenic disorder arising from a single point mutation in the β-globin...

Jan 2026 41612602
First-Trimester Machine Learning to Predict Preeclampsia in Normotensive Pregnancies by American Heart Association Guidelines.

This study aimed to determine whether unsupervised machine learning can identify phenotypically dist...

Jan 2026 41525794
Tomek links-based SMOTE method for class imbalance in blood cell classification with dual path sliding window attention model.

Medical image processing has transformed the Complete Blood Count (CBC) analysis to enhance diagnost...

Jan 2026 41628562
From slides to AI-ready maps: Standardized multi-layer tissue maps as metadata for artificial intelligence in digital pathology.

A Whole Slide Image (WSI) is a high-resolution digital image created by scanning an entire glass sli...

Jan 2026 41610818
Unbiased Characterization of Atrial Fibrillation Phenotypic Architecture Provides Insight Into Genetic Liability and Clinically Relevant Outcomes.

BACKGROUND: Atrial fibrillation (AF) is a common and clinically heterogeneous arrhythmia. Machine le...

Jan 2026 41603049
In-hospital outcomes of intravascular lithotripsy compared to rotational atherectomy and cutting/scoring balloon angioplasty.

BACKGROUND: Intravascular lithotripsy (IVL) emerged for the treatment of coronary artery calcificati...

Jan 2026 41603942
Lymphocyte-based inflammatory biomarkers during the postpartum period and postpartum depression symptoms in U.S. women.

BACKGROUND: Postpartum depression (PPD) has multiple cascading negative effects on maternal and infa...

Jan 2026 41605302
An integrative clinical and bioinformatic analysis identifies MicroRNAs as biomarkers of ischemic stroke severity.

Identifying reliable circulating biomarkers is crucial for improving the diagnosis and risk stratifi...

Jan 2026 41582192
Advances in the pharmacology and mechanism of anti-skin aging in Tonifying Traditional Chinese Medicines.

ETHNOPHARMACOLOGICAL RELEVANCE: According to the Traditional Chinese Medicine (TCM) tenet that "inte...

Jan 2026 41592629
Machine learning-based prediction of three-year mortality in elderly inpatients with coronary artery disease combined with heart failure.

OBJECTIVE: Accurate prediction of survival outcome is essential for early intervention and treatment...

Jan 2026 41604943
An Artificial Intelligence-Driven Platform for Practice Question Generation.

PROBLEM: High-stakes licensing exams such as the USMLE play a critical role in medical education, in...

Jan 2026 41581125
Sickle cell disease detection in low-resource conditions using transfer-learning and contrastive-learning coupled with XAI.

Sickle cell disease (SCD) is a severe hereditary blood disorder that affects millions worldwide, nec...

Jan 2026 41580439
Influencing Factors for Postembolization Fever in Patients Undergoing Transarterial Chemoembolization Based on Machine Learning: A Retrospective Study.

Although there is no framework for prediction models for postembolization fever, potential influenci...

Jan 2026 41574469
Why Metrological Traceability Matters in Medical Laboratory Diagnostics.

Application of the results provided by medical laboratories plays an essential role in medical decis...

Jan 2026 41575756
Machine Learning Approach Enables Highly Accurate Identification of At-Risk Metabolic Dysfunction-Associated Steatohepatitis.

AIM: At-risk metabolic dysfunction-associated steatohepatitis (MASH), characterized by significant a...

Jan 2026 41575840
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