Hematology

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

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A machine learning model for mortality prediction in patients with severe fever with thrombocytopenia syndrome: a prospective, multicenter cohort study.

Severe fever with thrombocytopenia syndrome (SFTS) is an emerging infectious disease that imposes a ...

Jun 2025 40309990
Prediction of Sepsis after Endourologic Kidney Stone Surgery: A Machine Learning Approach.

Sepsis secondary to urinary tract infection after kidney stone surgery is associated with considera...

Jun 2025 40533084
Analysis of maternal fetal outcomes and complete blood count parameters according to the stages of placental abruption: a retrospective study.

BACKGROUND: To compare the demographic characteristics, maternal and perinatal outcomes and hemoglob...

Jun 2025 40533823
Advanced molecular approaches to thalassemia disorder and the selection of molecular-level diagnostic testing in resource-limited settings.

Beta-thalassemia is a genetic disorder that significantly burdens healthcare systems globally. This ...

Jun 2025 40523316
The 2024 ESC guidelines on atrial fibrillation: essential updates for everyday clinical practice.

Atrial fibrillation (AF) is the most prevalent cardiac arrhythmia, and it is associated with substan...

Jun 2025 40514614
Machine learning application for bleeding risk prediction in patients with atrial fibrillation treated with oral anticoagulation.

Atrial fibrillation (AF) is a prevalent cardiac arrhythmia associated with a significantly increased...

Jun 2025 40517766
Association between metal mixture in urine and abnormal blood pressure and mediated effect of oxidative stress based on BKMR and Machine learning method.

BACKGROUND: Exposure to heavy metals represents a significant risk factor for hypertension and blood...

Jun 2025 40513318
28-day all-cause mortality in patients with alcoholic cirrhosis: a machine learning prediction model based on the MIMIC-IV.

To develop and validate a machine learning prediction model for 28-day all-cause mortality in patien...

Jun 2025 40498328
DeepHeme, a high-performance, generalizable deep ensemble for bone marrow morphometry and hematologic diagnosis.

Cytomorphological analysis of the bone marrow aspirate (BMA) is pivotal for the diagnostic workup of...

Jun 2025 40498857
Direct-to-Consumer Testing: Relevance for Diabetes Therapy.

The performance of laboratory measurements by the people with diabetes (PwD) themselves ("direct-to-...

Jun 2025 40492301
AI-Driven Blood Loss Prediction in Large-Volume Liposuction: Enhancing Precision and Patient Safety.

BACKGROUND: Over 2.3 million liposuctions are performed annually with a complication rate of about 5...

Jun 2025 40492625
Assessing serum thrombopoietin for enhanced diagnosis of ITP, AA, and MDS using machine learning: A retrospective cohort study.

Differentiating between immune thrombocytopenia (ITP), aplastic anemia (AA), and myelodysplastic syn...

Jun 2025 40493181
Exploring the performance of an artificial intelligence- and morphology-driven workflow integrating 4 platelet enumeration technologies.

OBJECTIVE: Platelet count, one of the main parameters of the complete blood count, requires accurate...

Jun 2025 40493735
Development and validation of an interpretable risk prediction model for the early classification of thalassemia.

Thalassemia is an inherited blood disorder. Current diagnostic methods mainly rely on sophisticated ...

Jun 2025 40494920
Predicting rapid kidney function decline in middle-aged and elderly Chinese adults using machine learning techniques.

The rapid decline of kidney function in middle-aged and elderly people has become an increasingly se...

Jun 2025 40481563
Optimization of hemocompatibility metrics in ventricular assist device design using machine learning and CFD-based response surface analysis.

Ventricular assist devices (VADs) are essential for end-stage heart failure patients, but their desi...

Jun 2025 40474745
Predicting carbapenem-resistant Pseudomonas aeruginosa infection risk using XGBoost model and explainability.

The prevalence and spread of carbapenem-resistant Pseudomonas aeruginosa (CRPA) is a global public h...

Jun 2025 40473759
Machine learning and multi-omics analysis reveal key regulators of proneural-mesenchymal transition in glioblastoma.

Glioblastoma (GBM) is classified into subtypes according to the molecular expression profile; the pr...

Jun 2025 40473799
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