Hematology

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

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A machine learning-based megakaryocyte identification system uncovers resident organs, markers, and functional diversity.

The organ- and stage-specific diversity of megakaryocytes (MKs) has prompted a reassessment of their...

May 2026 42119559
Engineering immune cells for next-generation therapies.

Immune cell engineering has emerged as a transformative frontier in medicine, reshaping therapeutic ...

May 2026 42119787
E2F2 and TFDP1 as novel systemic lupus erythematosus (SLE) diagnostic markers and therapeutic targets based on machine learning and experimental study.

BACKGROUND: Systemic lupus erythematosus (SLE) is a chronic autoimmune disease influenced by multipl...

May 2026 42108498
M-protein interference in laboratory diagnostics: a comprehensive narrative review of mechanisms and management strategies.

Monoclonal proteins (M-proteins) serve as critical biomarkers for plasma cell dyscrasias, yet their ...

May 2026 42112830
Ambient Artificial Intelligence Scribes in Pediatric Hematology-Oncology: Early Implementation of DAX Copilot.

BACKGROUND: Ambient artificial intelligence scribes are increasingly integrated into electronic heal...

May 2026 42114818
SPISE index and ensemble machine learning refine cardiovascular risk stratification in stage 0-3 CKM syndrome.

BACKGROUND: While the single-point insulin sensitivity estimator (SPISE) shows promise as an insulin...

May 2026 42101474
Beyond the Mean: A Machine Learning-Based Trend Analysis of CGM Metrics for Improved HbA1C Estimation in Type 2 Diabetes.

BACKGROUND: Hemoglobin A1C (HbA1C) is the gold standard for assessing long-term glycemic control in ...

May 2026 42100954
Deep learning prediction of nocturnal hypertension for patients intolerant to ambulatory blood pressure monitoring.

BACKGROUND: Ambulatory blood pressure monitoring (ABPM) plays an irreplaceable role in the diagnosis...

May 2026 42103941
Consistency analysis of AI cell recognition results between non anticoagulant and anticoagulant marrow smear after Wright's staining.

The integration of artificial intelligence with bone marrow cytology represents a significant trend ...

(1)
May 2026 42104043
Development and validation of a clinlabomics-based machine-learning model for noninvasive risk stratification of moderate-to-severe OSA.

PURPOSE: Obstructive sleep apnea (OSA) is a highly prevalent sleep disorder strongly associated with...

(1)
May 2026 42119217
Thrombosis at the crossroads of inflammation, coagulation, and vascular biology: Recent advances and emerging therapeutic strategies.

Thrombosis is a multifaceted pathological process involving intravascular clot formation that drives...

(1)
May 2026 42105941
Physics-informed neural networks for predicting laser-tissue interaction in maxillofacial reconstruction surgery.

This study employs Physics-Informed Neural Networks (PINNs) to simulate the thermal dynamics of biol...

May 2026 42098182
Machine learning and SHAP-based risk assessment of PICC-related bloodstream infections in premature infants at the time of clinical suspicion.

BACKGROUND: Peripherally inserted central catheter-related bloodstream infections (PICC-CRBSI) pose ...

May 2026 42098419
Machine learning enhanced optical spectroscopy for breast cancer diagnosis: A review.

This literature review examines the transformative role of machine learning (ML) and deep learning (...

May 2026 42091742
EXPRESS: Diagnostic Value of Short-Term Longitudinal Clinical and Laboratory Trajectories for Gram-Negative Bacteremia in ICU Patients.

Early identification of gram-negative bacteremia in intensive care units (ICUs) remains challenging ...

May 2026 42089507
Blood viscosity in clinical practice: A critical review of diagnostic utility, therapeutic implications, and evidence gaps.

Blood viscosity is a key rheological measure that is a biomarker of hematological, cardiovascular, a...

May 2026 42089664
Hyperglycemia-driven metabolic memory signaling destabilizes METTL1 to trigger inflammatory hypertrophy and fibrosis in diabetic cardiomyopathy.

BACKGROUND: Diabetic cardiomyopathy (DCM) occurs in the context of coronary artery disease or pressu...

May 2026 42089956
Beyond Diagnosis: A Systematic Review of Artificial Intelligence and Deep Learning in Monitoring Iron Overload and Organ Toxicity in Beta-Thalassemia.

Transfusion-dependent β-thalassemia (B-TM) is complicated by progressive iron overload, remaining a ...

(2)
May 2026 42091230
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