Hematology

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

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Blood Biomarker Signatures for Slow Gait Speed in Older Adults: An Explainable Machine Learning Approach.

Maintaining physical function is crucial for independent living in older adults, with gait speed bei...

Dec 2024 39674557
Evaluation of plant-based coagulants for turbidity removal and coagulant dosage prediction using machine learning.

This study investigates the use of six plant-based coagulants - , , , , , and for the removal of tu...

(1)
Dec 2024 39661933
Residual risk prediction in anticoagulated patients with atrial fibrillation using machine learning: A report from the GLORIA-AF registry phase II/III.

BACKGROUND: Although oral anticoagulation decreases the risk of thromboembolism in patients with atr...

Dec 2024 39660499
Convolutional neural networks for automatic MR classification of myocardial iron overload in thalassemia major patients.

OBJECTIVES: To develop a deep-learning model for supervised classification of myocardial iron overlo...

Dec 2024 39658686
Classification of acute myeloid leukemia by pre-trained deep neural networks: A comparison with different activation functions.

Acute Myeloid Leukemia(AML) is a rapidly progressing cancer affecting blood and bone marrow, marked ...

(1)
Dec 2024 39922655
Transferable automatic hematological cell classification: Overcoming data limitations with self-supervised learning.

BACKGROUND AND OBJECTIVE: Classification of peripheral blood and bone marrow cells is critical in th...

Dec 2024 39693791
Heparin in sepsis: current clinical findings and possible mechanisms.

Sepsis is a clinical syndrome resulting from the interaction between coagulation, inflammation, immu...

Dec 2024 39712008
Computational modeling of superparamagnetic nanoparticle-based (affinity) diagnostics.

INTRODUCTION: Magnetic nanoparticles (MNPs), particularly iron oxide nanoparticles (IONPs), are reno...

(3)
Dec 2024 39713099
Robust modelling of arterial blood pressure reconstruction from photoplethysmography.

Blood pressure is a crucial indicator of cardiovascular disease, and arterial blood pressure (ABP) w...

(1)
Dec 2024 39639103
BP-Net: Monitoring "Changes" in Blood Pressure Using PPG With Self-Contrastive Masking.

Estimating blood pressure (BP) values from physiological signals (e.g., photoplethysmogram (PPG)) us...

Dec 2024 38954566
Prediction of prolonged mechanical ventilation in the intensive care unit via machine learning: a COVID-19 perspective.

Early recognition of risk factors for prolonged mechanical ventilation (PMV) could allow for early c...

Dec 2024 39627490
Development and Validation of Machine Learning Model Platelet Index-based Predictor for Colorectal Cancer Stage.

INTRODUCTION: Colorectal cancer (CRC) staging is essential for effective treatment planning and prog...

Dec 2024 39733436
Toward automated small bowel capsule endoscopy reporting using a summarizing machine learning algorithm: The SUM UP study.

BACKGROUND AND OBJECTIVES: Deep learning (DL) algorithms demonstrate excellent diagnostic performanc...

(3)
Nov 2024 39622290
Hybrid CNN-GRU Model for Real-Time Blood Glucose Forecasting: Enhancing IoT-Based Diabetes Management with AI.

For people with diabetes, controlling blood glucose level (BGL) is a significant issue since the dis...

(2)
Nov 2024 39686207
Privacy-preserving federated data access and federated learning: Improved data sharing and AI model development in transfusion medicine.

BACKGROUND: Health data comprise data from different aspects of healthcare including administrative,...

(1)
Nov 2024 39610333
Machine learning-based diagnostic model for stroke in non-neurological intensive care unit patients with acute neurological manifestations.

Stroke is a neurological complication that can occur in patients admitted to the intensive care unit...

Nov 2024 39609571
Antigen-independent single-cell circulating tumor cell detection using deep-learning-assisted biolasers.

Circulating tumor cells (CTCs) in the bloodstream are important biomarkers for clinical prognosis of...

Nov 2024 39615221
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