Hematology

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

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Machine learning prediction of multidrug-resistant urinary tract infections in brain and spinal cord injury patients: a dual-center validation study.

BACKGROUND AND OBJECTIVE: Multidrug-resistant urinary tract infections (MDR UTIs) are a growing conc...

Oct 2025 41086642
Frequency-Domain Object Detection Network for Leukemia Diagnosis in Bone Marrow Microscopy.

Leukemia remains a prevalent hematologic malignancy, and its morphological heterogeneity presents ch...

Oct 2025 41058145
Precision Nutritional Genomics, Gut Microbiota and Artificial Intelligence in Chronic Kidney Disease.

Chronic kidney disease (CKD) is a prevalent global health issue, and nutritional management of CKD i...

(1)
Oct 2025 41056462
Sysmex Cell Population Data for Diagnosing Infection in Patients With Suspected Sepsis in the Emergency Department.

OBJECTIVES: Early diagnosis of suspected sepsis is crucial to improve patient survival. Cell populat...

Oct 2025 41042192
Interpretable artificial intelligence to predict preoperative risk factors for failure to rescue after coronary artery bypass grafting.

OBJECTIVE: Failure to rescue (FTR) is a significant quality indicator for postoperative cardiothorac...

(2)
Sep 2025 41038441
Development of a clinical-CT-radiomics nomogram for predicting endoscopic red color sign in cirrhotic patients with esophageal varices.

PURPOSE: To evaluate the predictive performance of a clinical-CT-radiomics nomogram based on radiomi...

Sep 2025 41006928
From Screening to Safety: Addressing Donor Deferral Practices for a Safer Blood Supply.

For ensuring blood safety, potential blood donors undergo comprehensive eligibility screening, compr...

Sep 2025 42333164
Longitudinal multi-omics analysis of umbilical cord blood and childhood serum in Autism.

There is considerable evidence implicating maternal immune activation (MIA) and cytokine dysregulati...

Sep 2025 40962828
Nivolumab plus ipilimumab for potentially resectable hepatocellular carcinoma: Long-term efficacy and biomarker exploration.

BACKGROUND & AIMS: Immune checkpoint inhibitor-based combination therapy has demonstrated high objec...

(1)
Sep 2025 40972843
A Retrospective Cohort Study on 28-Day Mortality in Immunosuppressed Sepsis: An Interpretability-Based Predictive Model Using MIMIC-IV V2.2.

BACKGROUND: Sepsis in immunosuppressed patients is associated with significantly higher mortality ra...

Sep 2025 40997317
Application of Convolutional Neural Network Image Analysis and Machine Learning to Basic Blood Tests for Intelligent Diagnostic Assistance.

BACKGROUND AND OBJECTIVES: We developed an automated morphological image recognition deep learning s...

Sep 2025 40932175
The Impact of NOACS versus VKAS on Absolute and Relative Cognitive Function Decline Over Time: A Machine Learning Approach.

BACKGROUND: Atrial fibrillation (AF) is the most common arrhythmia in older adults and is associated...

Sep 2025 40930502
Student Perceptions of a Custom Artificial Intelligence Clinical Case Companion.

INTRODUCTION: Artificial intelligence tools show promise in supplementing traditional physician assi...

Sep 2025 40928352
Leveraging Machine Learning for Rapid and Accurate Diagnosis of Acute Leukemia.

CONTEXT: Early detection of acute leukemia (AL) is crucial for timely intervention and improved outc...

Sep 2025 40922620
Effectiveness of artificial intelligence in classification of connective tissue diseases in patients with anti-nuclear antibody (ANA) positivity.

OBJECTIVES: The study aimed to investigate the classification performance of artificial intelligence...

Sep 2025 40945129
Unsupervised machine learning to explore inflammation following cardiopulmonary bypass.

IntroductionCardiac surgery with cardiopulmonary bypass (CPB) often induces systemic inflammatory re...

Aug 2025 40865539
An interpretable machine learning approach to evaluate 30-day mortality risk in patients with community-onset bacteremia.

BACKGROUND: Machine learning (ML) techniques are increasingly being used in health outcome research ...

Aug 2025 40908165
Identification of key genes in intracranial aneurysm via WGCNA: insights into immune microenvironment and therapeutic targets.

BACKGROUND: Intracranial aneurysms (IA) are prevalent vascular lesions whose rupture causes subarach...

Aug 2025 40851533
Efficient lightweight CNN for automated classification of B-cell acute lymphoblastic leukemia.

B-cell acute lymphoblastic leukemia (B-ALL) is an aggressive hematological malignancy that primarily...

Aug 2025 40845691
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