Hematology

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

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Artificial Intelligence-Based Analysis of Central Nervous System Vasculopathy in Pediatric Sickle Cell Anemia.

In children with sickle cell anemia (SCA), central nervous system (CNS) complications such as chroni...

Feb 2026 41725068
Research on Lung Cancer Classification Based on Multidimensional Hematological Indicators and Machine Learning Models.

Accurate subtyping of lung cancer is crucial for developing personalized treatment plans and improvi...

Feb 2026 41722082
Age-related neural dynamics revealed by time-domain fNIRS decoding of audiovisual dual-task processing.

Healthy aging is accompanied by widespread changes in cortical structure and function, particularly ...

Feb 2026 41724448
Metabolic factor-based machine learning model for mortality prediction in acute hepatitis E: Development and validation from a dual-center cohort.

BACKGROUND: Hepatitis E virus (HEV) infection remains a major cause of liver failure with high short...

Feb 2026 41723028
Blood pressure estimation using single photoplethysmography signal based on ResNet-BiGRU.

OBJECTIVES: Conventional cuff-based blood pressure (BP) measurement provides only intermittent readi...

Feb 2026 41715883
Inflammatory indices, machine learning and artificial intelligence in tubal ectopic pregnancy management.

OBJECTIVE: To assess the predictive value of hematologic and biochemical inflammatory indices for me...

Feb 2026 41717887
Automated Gating of CD34+ Cells in Cord Blood: Performance Evaluation of a Machine Learning-Based ISHAGE Protocol.

Precise quantification of cellular subsets is fundamental for qualifying grafts and supporting emerg...

Feb 2026 41720619
Machine Learning Prediction of Recurrence in Pediatric Thyroid Cancer: Malignant Endocrine Tumors Cohort Analysis Using XGBoost and SHAP.

CONTEXT: Pediatric differentiated thyroid carcinoma (DTC) often presents with advanced disease but g...

Feb 2026 40890050
Neoadjuvant Radiation is Causally Linked to Increased Operative Time and Perioperative Blood Transfusion in Pancreatic Ductal Adenocarcinoma.

INTRODUCTION: Blood transfusion in patients undergoing surgical resection for pancreatic ductal aden...

Feb 2026 41719621
Platelets as immune sensors: monitoring immune dynamics and diagnosing disease states across multiple disorders.

BACKGROUND: Beyond their classical roles in haemostasis and thrombosis, platelets have been recognis...

Feb 2026 41719795
Strategies of AI-Driven CAR-T Cell Therapy Towards Solid Tumours.

Chimeric antigen receptor (CAR)-T cell immunotherapy shows significant success in hematologic malign...

Feb 2026 41709747
Development of an artificial intelligence platform to improve compliance in periodontal maintenance patients: A proof-of-concept study.

BACKGROUND: The purpose of this study is to report on the development of an artificial intelligence ...

Feb 2026 41711240
Machine Learning for Predicting Stroke Risk Stratification Using Multiomics Data: Systematic Review.

BACKGROUND: Stroke is a complex, multidimensional disorder influenced by interacting inflammatory, i...

Feb 2026 41711384
Guidelines on optimizing DNA methylation reference panels for cell-type deconvolution.

Accurate cell-type deconvolution is critical for correct interpretation of Epigenome-Wide Associatio...

Feb 2026 41708983
Novel Systemic Associations of Idiopathic Epiretinal Membrane Identified via Machine Learning.

PURPOSE: To discover novel systemic associations that may lead to idiopathic epiretinal membrane (iE...

Feb 2026 41908500
Lesion-level dual-tracer PET biomarkers predict prognosis in multiple myeloma treated with CXCR4-directed radiopharmaceutical therapy.

BACKGROUND: C-X-C motif chemokine receptor 4 (CXCR4)-directed radiopharmaceutical therapy (RPT) repr...

Feb 2026 41706122
Identification of molecular diagnostic markers and potential therapeutic drugs for Sjögren's syndrome.

Sjögren's Syndrome (SS) is a long-term autoimmune disorder marked by damage to exocrine glands and i...

Feb 2026 41708714
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