Hematology

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

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Hematologic markers and machine learning in predicting placenta accreta: A case-control study.

OBJECTIVE: This study aims to enhance antenatal detection of placenta accreta spectrum (PAS) and pre...

Feb 2026 41626705
Prediction of anti-epileptic drug response of patients based on peripheral blood RNA profiles and machine learning.

OBJECTIVE: In this study, we aimed to develop a method for predicting the response of patients to th...

(1)
Feb 2026 41378850
Targeted blood proteome profiling using NULISAseq identifies a high-performance biomarker panel for Aβ pathology quantification and staging.

INTRODUCTION: While current blood-based biomarkers for Alzheimer's disease (AD) are effective for de...

Feb 2026 41612914
Pharmacokinetics and Customized Dosing of Vancomycin in Adult Patients With Hematological Malignancies: Status, Challenges, and Opportunities.

Vancomycin (VAN) remains the first-line treatment for methicillin-resistant, multidrug-resistant gra...

Feb 2026 41618547
Effects of ABO-Incompatible Blood Transfusion on Immune Response and Rejection After Organ Transplantation.

BACKGROUND: Peri-operative blood transfusion is common during solid-organ transplantation, yet the i...

(1)
Feb 2026 41618729
Advances in photoacoustic imaging reconstruction and quantitative analysis for biomedical applications.

Photoacoustic imaging (PAI), a modality that combines the high contrast of optical imaging with the ...

Feb 2026 41620547
Multi-omics and machine learning-based profiling of severity signatures in Mycoplasma pneumoniae infection in children.

Mycoplasma pneumoniae pneumonia (MPP) is a common respiratory infection in children; however, the me...

(1)
Jan 2026 41732270
Machine learning mortality prediction model for cyclosporine therapy in pediatric aplastic anemia.

The outcomes of children with aplastic anemia receiving cyclosporine monotherapy vary significantly ...

(1)
Jan 2026 41617898
Prediction of mortality, bleeding, and ischaemic events in patients with cancer and acute coronary syndrome: a model development and validation study.

BACKGROUND: Accurate assessment of mortality, bleeding, and atherothrombotic risk in patients with c...

(1)
Jan 2026 41620233
Neural Network Model for Predicting Oxygen Transfer in Membrane Oxygenators Under Variable Extracorporeal Membrane Oxygenation Conditions.

During extracorporeal membrane oxygenation (ECMO) management, early recognition and intervention are...

Jan 2026 41612549
Integrated artificial intelligence and omics for prediction and monitoring of pre-eclampsia.

Pre-eclampsia is a difficult pregnancy condition that causes high blood pressure and can lead to hea...

Jan 2026 41614371
Update of the Novara Cohort Study (NCS): protocol evolution of a population-based longitudinal study on ageing in Northern Italy - cohort profile.

PURPOSE: The Novara Cohort Study (NCS) was established to investigate the biological, psychological ...

Jan 2026 41617235
A deep state-space analysis framework for cancer patient latent state estimation and classification from EHR time-series data.

Advancements in deep learning technologies and an increase in medical data have enhanced the accurac...

(1)
Jan 2026 41616002
Correlative analysis between ocular surface features and carotid plaque : A multimodal machine learning framework.

BACKGROUND AND OBJECTIVE: The diagnosis of carotid plaques plays an important role in revealing card...

(2)
Jan 2026 41621344
Bone marrow proteomic profiling reveals TMEM109 as a biomarker for relapse in thrombotic thrombocytopenic purpura.

BACKGROUND: Thrombotic thrombocytopenic purpura (TTP) is a rare but life-threatening thrombotic micr...

Jan 2026 41617037
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
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