Hematology

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

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A Multi-Task Segmentation and Classification Network Based on Ultrasound Images for Predicting the Grading of Ascites in the Abdominal Cavity.

Abdominal trauma with bleeding is a leading cause of post-traumatic death, and detecting free fluid ...

(3)
Jun 2026 42338184
Comparison of Gram stain interpretation accuracy between a computer-aided diagnosis app and microbiology specialists in blood culture samples.

UNLABELLED: Gram staining is one of the basic tests to identify the organism in microbiological labo...

(2)
Jun 2026 42334218
Graph informed biomarker discovery framework using transcriptomic machine learning for glioblastoma prognosis.

Identifying reproducible, interpretable prognostic signals from high-dimensional transcriptomics rem...

Jun 2026 42336875
A machine learning framework for multimodal temporal prediction of neurological outcome after out-of-hospital cardiac arrest.

Neurological prognostication after out-of-hospital cardiac arrest (OHCA) remains challenging. Existi...

Jun 2026 42336956
Gastrointestinal endoscopic image classification using a hybrid modified inception network and a customized vision transformer with tree growth feature selection.

The Gastrointestinal (GI) tract plays a vital role in digestion by breaking down food into essential...

(3)
Jun 2026 42337277
Artificial intelligence in pediatric endoscopy for hereditary polyposis syndromes: promises and challenges.

PURPOSE OF REVIEW: Children with hereditary polyposis syndromes require long-term endoscopic surveil...

(1)
Jun 2026 42328851
Risk Factor Analysis and Nomogram for Predicting 28-day in-hospital Mortality in ICU Patients with Liver Necrosis.

INTRODUCTION: The mortality risk factors in intensive care unit (ICU) patients with liver necrosis (...

(1)
Jun 2026 42333851
Left Ventricular Thrombus in Ischemic Heart Failure: Machine-learning-based Prediction of Six-month Persistence and One-year Outcomes.

Left ventricular thrombus (LVT) in ischemic heart failure carries embolic risk; tools to anticipate ...

(1)
Jun 2026 42329547
Establishment and validation of intelligent review rules for blood cell analysis based on the gradient boosting decision tree algorithm.

OBJECTIVE: To develop artificial intelligence (AI)-based intelligent review rules to accurately scre...

(1)
Jun 2026 42331130
A blood transcriptomic signature anchored to central nervous system pathology enables noninvasive detection of multiple sclerosis.

BACKGROUND: Multiple sclerosis (MS) lacks noninvasive biomarkers anchored to central nervous system ...

(2)
Jun 2026 42331233
PCT-Anchored Machine Learning for Pre-Culture Identification of Gram-Negative Sepsis in Children: A Four-Site Study.

OBJECTIVE: Procalcitonin (PCT) has moderate accuracy for bacteremia detection but is infrequently us...

Jun 2026 42320014
Bone marrow CCR3 dictates eosinophil lineage commitment of CD34⁺ progenitors to orchestrate allergic rhinitis: A composite study.

BACKGROUND: Allergic rhinitis (AR) is a common Th2-mediated inflammatory disease of the nasal mucosa...

(1)
Jun 2026 42329956
Artificial intelligence in the diagnosis of deep vein thrombosis: A scoping review.

Deep vein thrombosis (DVT) is the formation of thrombi in the deep venous system, most often in the ...

(2)
Jun 2026 42329979
A curated image dataset for sapodilla fruit (Manilkara zapota) disease and fruit quality analysis.

Sapodilla (Manilkara zapota), or chickoo, is a key tropical fruit, very popular in India, Mexico, an...

Jun 2026 42440418
Machine learning-based prediction model for long-term mortality after ischemic stroke.

Stroke, a leading cause of death, requires precise predictions of life expectancy. Traditional score...

Jun 2026 42324308
Temporal patterns of haemoglobin phenotypes among Nigerian university students based on ten years of surveillance data.

Haemoglobinopathies remain among the most common monogenic disorders worldwide, with sickle cell dis...

Jun 2026 42324319
Multidimensional immunoinflammatory profiles associated with rheumatoid arthritis-associated interstitial lung disease: a cross-sectional exploratory study.

OBJECTIVE: To investigate the associations of non-invasive peripheral blood inflammatory indices, cy...

Jun 2026 42322541
Circulating acidic α-glucosidase as a potential biomarker for lactate-related immunometabolism in ischemic stroke.

BACKGROUND: The role of lactate metabolism in ischemic stroke (IS) remains incompletely understood. ...

Jun 2026 42323125
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