Hematology

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

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Interpretable machine learning for chronic kidney disease prediction: Insights from SHAP and LIME analyses.

Chronic kidney disease (CKD) is a progressive condition requiring early detection for optimal patien...

Feb 2026 41747002
Targeting signaling pathways in lymphoma: From molecular mechanisms to clinical breakthroughs.

The treatment paradigm for lymphoma, a highly heterogeneous group of hematologic malignancies, has b...

Feb 2026 41736531
Pure Chitosan Microfluidic Spinning Affords Modular Core-Sheath Fibers and Hand-Crafted Scaffolds with Enhanced Fibroblast Compatibility.

Microfluidic-spun hydrogel fibers are appealing for tissue engineering and cell transplantation appl...

Feb 2026 41738980
Machine learning integration of serial blood biomarkers enhances cognitive decline prediction in early Parkinson's disease.

Cognitive decline is a major non-motor complication in early Parkinson's disease (PD), but predictin...

Feb 2026 41741476
Early detection of chronic kidney disease based on a SURD-enhanced machine learning model.

Chronic kidney disease (CKD) represents a major global health burden, and early, reliable risk predi...

Feb 2026 41741522
Improving acute lymphoblastic leukemia diagnosis through CBAM-enhanced VGG19 deep learning.

Acute Lymphoblastic Leukemia (ALL) is an aggressive blood cancer that requires rapid and accurate di...

Feb 2026 41741572
A machine learning model integrating circulating Temra cell transcriptional profiles to predict immunotherapy efficacy.

BACKGROUND: While immunotherapy has transformed treatment paradigms for cancer, durable response rat...

Feb 2026 41747737
Mitigating mammalian cell cytotoxicity of drinking water upon chlorination by conventional and advanced treatment processes.

Ozone (O3)-biological activated carbon (BAC) advanced treatment is increasingly applied after conven...

Feb 2026 41780219
Transcriptome Profiling of Peripheral Blood for Inflammatory Subtype Classification and Diagnostic Model Construction in Asthma.

OBJECTIVE: This study aimed to identify inflammatory subtypes of asthma using peripheral blood trans...

Feb 2026 41732097
Regional brain age is decreased in children with sickle cell anemia.

DeepBrainNet, a machine learning tool, uses magnetic resonance imaging (MRI) to predict an individua...

Feb 2026 41733950
Natriuretic peptides and cardiac troponins in hypertension and heart failure: A contemporary review of the evidence.

Hypertension is the second leading cause of heart failure (HF), yet strategies for identifying hyper...

Feb 2026 41735454
Regional brain age is decreased in children with sickle cell anemia.

DeepBrainNet, a machine learning tool, uses magnetic resonance imaging (MRI) to predict an individua...

Feb 2026 41324590
The prognostic value of the PALBI score for mortality prediction in stroke: an internal and external validation study.

Recent studies show that there's a link between liver problems and how well someone does after havin...

Feb 2026 41730932
Machine learning prediction of metabolic-associated fatty liver disease in type 2 diabetes: Emphasizing data imputation and feature selection.

Metabolic-Associated Fatty Liver Disease (MAFLD) is common among Type 2 Diabetes (T2DM) patients. Th...

Feb 2026 41734167
Dynamic lysine acetylation and succinylation of platelet proteins regulates platelet storage lesion: mechanistic insights from multi-omics.

OBJECTIVES: Platelet storage lesion (PSL) severely impairs platelet function during storage, present...

Feb 2026 41729159
A machine learning model based on routine blood-derived indices for early arterial stiffness prediction in the community.

BACKGROUND: Increased arterial stiffness is a high-risk factor for cardiovascular diseases, making i...

Feb 2026 41731571
Prolonging Sample Stability with Machine Learning Expands the Catalog of Tests Available for Mail-In Capillary Blood Collected At-Home.

Self-collection of biospecimens at-home, without specialized equipment or training, are increasingly...

Feb 2026 41729727
Predicting Geriatric Rehabilitation Stays of ≤4 Weeks After Hip Fracture Surgery: Machine Learning Approach Using Physical Activity and Patient Data.

BACKGROUND: In 2022, over 18,000 patients aged ≥70 years were hospitalized in the Netherlands for a ...

Feb 2026 41730201
Association of allostatic load index with cognitive impairment in high-risk stroke populations.

BACKGROUND: Chronic psychosocial stress induces cumulative physiological dysregulation that accelera...

Feb 2026 41731369
Assessing surrogate heterogeneity in real world data using meta-learners.

Surrogate markers are most commonly studied within the context of randomized clinical trials. Howeve...

Feb 2026 41725904
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