Hematology

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

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CRViT-YOLO: A method for multi-morphological blood cell detection using convolution-restructured vision transformer.

Complete blood cell counting plays a critical role in medical diagnostics; however, conventional man...

Jan 2026 41529371
Quantitative evaluation of retinal vascular morphology based on the human visual bionic mechanism for the evaluation of diabetic retinopathy onset.

BACKGROUND AND AIMS: A limited amount of diabetic retinopathy (DR) development can be explained by t...

Jan 2026 41506538
Identifying transcriptional signatures of leukocytes in tissue and blood for multicancer diagnosis by using machine learning methods.

Investigating the transcriptional signatures of immune cells in various cancer types is crucial for ...

Jan 2026 41518973
Noninvasive real-time dynamic monitoring of white blood cells based on microscopic imaging and deep learning.

BACKGROUND AND OBJECTIVE: White blood cells (WBCs) are key biomarkers of immune status, but current ...

Jan 2026 41505998
Immunomodulatory Agents and Factors in Poor Hematopoietic Stem Cell Mobilization: Current Strategies and Future Prospects.

UNLABELLED: Hematopoietic stem cell (HSC) mobilization is a critical step in bone marrow transplanta...

Jan 2026 41484297
Reliable leukemia detection via transfer-enhanced Bayesian CNNs.

Accurate and early detection of Acute Lymphoblastic Leukemia (ALL) is critical for timely interventi...

Jan 2026 41485393
ADHTransNet-based radiomics on multimodal pituitary MRI for non-invasive hormone prediction in children.

BACKGROUND AND OBJECTIVE: Growth hormone deficiency (GHD) and idiopathic central precocious puberty ...

Jan 2026 41519096
Construction and validation of a screening model for minimal hepatic encephalopathy in patients with cirrhosis: A multi-center study.

BACKGROUND: Clinical practice currently lacks objective and accurate screening tools for minimal hep...

Jan 2026 41484032
Preoperative prediction of lymph node metastasis and prognosis in gastric cancer patients: A machine learning model based on 18F-FDG metabolic parameters.

OBJECTIVE: To construct and validate a model for predicting lymph node metastasis (LNMs) of gastric ...

Jan 2026 41485604
UDV-Net: A hybrid CNN and transformer vein segmentation network with vascular prior and spatial awareness.

CNNs handling multi-scale variations and Transformers modeling long-range dependencies are crucial f...

Jan 2026 41518763
Development and validation of machine learning models to predict PTSD at multiple time points in hospitalized trauma patients.

BACKGROUND: Posttraumatic stress disorder (PTSD) is a severe trauma-related mental disorder with hig...

Dec 2025 41478384
SERS on analyte-enriched blood for rapid, culture-free sepsis recognition and causative pathogen identification with super operational neural networks.

Sepsis remains a leading cause of morbidity and mortality, yet routine diagnostics are slow, culture...

Dec 2025 41478040
The Role of Artificial Intelligence in Transfusion Medicine.

Artificial intelligence (AI) is rapidly transforming the field of transfusion medicine by enhancing ...

Dec 2025 41741051
Ensemble learning-based radiomics model for predicting radiation-induced temporal lobe injury in nasopharyngeal carcinoma.

PURPOSE: To develop and validate a multimodal ensemble machine learning model integrating multi-sequ...

Dec 2025 41455324
Ensemble machine learning for early mortality risk stratification in septic orthopedic trauma: an international cohort study.

BACKGROUND: Sepsis represents a life-threatening complication in severe orthopedic trauma, significa...

Dec 2025 41478161
Integrative analysis of single-cell and bulk transcriptomes reveals metabolic heterogeneity and identifies PFKP as a therapeutic target in cervical cancer.

Cervical cancer (CC) is still a major gynecological tumor among women globally. The heterogeneity la...

Dec 2025 41448552
Bioinformatic applications in blood group molecular typing.

The application of molecular laboratory methods to predict the expression of red blood cell antigens...

Dec 2025 41475041
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