Hematology

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

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Prism-refraction K-means polar lights optimizer-driven feature selection for accurate diabetes diagnosis.

This study developed a machine learning framework for stratifying abnormal glucose tolerance risk am...

Jul 2026 42444298
From Prediction to Action: Why Bleeding Risk in Cardiac Surgery Still Eludes Us in the Era of Artificial Intelligence.

Perioperative bleeding in cardiac surgery remains common, consequential, and difficult to predict de...

Jul 2026 42440381
Data-driven subtypes of postoperative delirium in surgical ICU patients: a secondary analysis of a prospective cohort study.

BACKGROUND: Postoperative delirium (POD) is a heterogeneous syndrome associated with adverse outcome...

(2)
Jul 2026 42442477
Personalized survival prediction in elderly dialysis patients: integrating machine learning with traditional survival analysis.

BACKGROUND: Elderly patients undergoing kidney replacement therapy (KRT) face high mortality rates. ...

(1)
Jul 2026 42443793
An ensemble machine learning approach for predicting anemia among under-five children in malaria-endemic sub-Saharan African countries.

BACKGROUND: Worldwide, anemia in children under-five is a major public health issue, particularly in...

(3)
Jul 2026 42437942
Association between metal co-exposure and frailty: exploring the potential explanatory pathway of inflammation.

Frailty is a critical geriatric syndrome associated with disability and mortality, yet the associati...

(3)
Jul 2026 42437399
Ensemble machine learning for predicting breast cancer recurrence and mortality using clinical and hemogram data.

Accurate prediction of breast cancer recurrence remains difficult because prognosis varies significa...

(2)
Jul 2026 42436188
Integrating epigenetic and metabolic indicators for non-invasive endometrial cancer triage: a machine learning approach.

OBJECTIVE: Abnormal uterine bleeding (AUB) is a primary symptom indicative of endometrial cancer (EC...

Jul 2026 42432620
Evaluation of Large Language Models in the Clinical Management of Patients With Upper Gastrointestinal Bleeding: Insights From Real-World Patient Data.

OBJECTIVE: To evaluate large language models (LLMs) for pre-endoscopy (PE) risk stratification and p...

(1)
Jul 2026 42428234
Study on the construction and verification of intraoperative pressure injury risk prediction model for children undergoing cardiac surgery.

BACKGROUND: This study applied nomogram to develop an intraoperative acquired pressure injury (IAPI)...

(2)
Jul 2026 42426685
Prediction of spinal cord injury after thoracoabdominal aortic repair by machine learning method.

BACKGROUND: Spinal cord injury (SCI) is a severe complication after thoracoabdominal aortic repair (...

(1)
Jul 2026 42426824
LWF-YOLO: a lightweight framework based YOLO for blood cell detection.

Accurate detection of blood cells-red blood cells, white blood cells, and platelets-is essential for...

(1)
Jul 2026 42296987
Genomic profiling as an option for ovarian cancer diagnostics.

INTRODUCTION: Ovarian cancer (OC) is a highly heterogeneous and lethal gynecological malignancy. Pre...

Jul 2026 42422928
AI-driven diagnostic algorithm enhances early detection of paroxysmal nocturnal hemoglobinuria in real-world settings.

Paroxysmal nocturnal haemoglobinuria (PNH) is a rare, life-threatening hematologic disease with diag...

Jul 2026 42426209
Personalized antiplatelet therapy: are we ready for a precision medicine approach.

Dual antiplatelet therapy (DAPT), combining aspirin with a P2Y12 inhibitor, remains central to secon...

(1)
Jul 2026 42414247
Using artificial intelligence to identify characteristics associated with clinical and economic outcomes in MASH (FOCUS-MASH).

BACKGROUND: Heterogeneity in the disease characteristics of metabolic dysfunction-associated steatoh...

(2)
Jul 2026 42433282
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