Hematology

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

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Computer Vision-Based Retrieval of Steps and Errors in Laparoscopic Cholecystectomy

Traditional surgical training relies heavily on hands-on experiences gained through relatively infre...

Detecting Batch Heterogeneity via Likelihood Clustering

Batch effects represent a major confounder in genomic diagnostics. In copy number variant (CNV) dete...

Prediction of peripheral blood lymphocyte subpopulations after renal transplantation.

Immune monitoring is essential for maintaining immune homeostasis after renal transplantation (RT). ...

Dec 2025 40369954
Variational mode decomposition unfolded extreme learning machine for spectral quantitative analysis of complex samples.

Considering the advantages of variational mode decomposition (VMD) in mathematical decomposition and...

Nov 2025 40367755
Evaluation of insulin sensitivity temporal prediction by using quantile regression combined with neural network model.

BACKGROUND: Stress-induced hyperglycemia, a pathologically high blood glucose level, is a frequent c...

Oct 2025 40367580
Nutritional and lifestyle predictors of rectal bleeding in functional constipation: A machine learning approach.

BACKGROUND: Rectal bleeding among young adults is an increasingly common clinical concern often link...

Sep 2025 40347602
Machine learning driven prediction of drug efficacy in lung cancer: based on protein biomarkers and clinical features.

Currently, chemotherapy drugs are the first-line treatment for lung cancer patients, and evaluating ...

Aug 2025 40355026
Metabolic pathway alterations in cerebrospinal fluid as diagnostic biomarkers for primary central nervous system lymphoma.

Primary Central Nervous System Lymphoma (PCNSL) is a rare and aggressive type of hematological malig...

Jul 2025 40398555
Development and validation of a machine learning model based on complete blood counts to predict clinical outcomes in urothelial carcinoma patients.

Urothelial carcinoma (UC) is a highly malignant disease with significant public health implications....

Jul 2025 40381672
Novel composite health assessment risk model for older allogeneic transplant recipients: BMT-CTN 1704.

Allogeneic hematopoietic cell transplantation (allo-HCT) is potentially curative for older adults wi...

Jul 2025 40101246
Bleeding risk assessment tools in patients with atrial fibrillation taking anticoagulants: a comparative review and clinical implications.

INTRODUCTION: Bleeding risk assessment plays a critical role in the anticoagulation management for a...

Jul 2025 40550625
Dissecting Exosomal-Tumoral-Vascular Interactions of Single Tumor Cells and Clusters Using a Tumoral-Transendothelial Migration Chip.

The complex interplay between tumor cells and clusters with endothelial tissues during metastasis, i...

Jul 2025 40556461
AI-Driven Cytomorphology Image Synthesis for Medical Diagnostics

Biomedical datasets often contain a large sample imbalance and are subject to strict privacy const...

Segmentation of separated Lumens in 3D CTA images of Aortic Dissection

Aortic dissection is a serious pathology and requires an emergency management. It is characterized...

Sparse group LASSO and nonlinear machine learning for frequency-feature optimization in noninvasive blood glucose monitoring via bioimpedance spectroscopy.

Diabetic patients need to test their blood glucose levels (BGL) frequently; however, traditional met...

Jul 2025 40590633
MACHINE LEARNING AND BIOINFORMATICS TO IDENTIFY COAGULATION BIOMARKERS IN SEPSIS-RELATED KIDNEY INJURY.

Background: Sepsis-associated acute kidney injury (SA-AKI) is a life-threatening complication with m...

Jul 2025 40208026
The Use of Continuous Glucose Monitoring to Diagnose Stage 2 Type 1 Diabetes.

This consensus report evaluates the potential role of continuous glucose monitoring (CGM) in screeni...

Jul 2025 40444471
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