Oncology/Hematology

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

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Showing 2857-2877 of 17,039 articles
Cross-attention multimodal fusion for EGFR mutation prediction: A predictive model using CT and whole-slide images.

BACKGROUND: The prediction of Epidermal Growth Factor Receptor (EGFR) mutation status in advanced lu...

May 2026 42050780
Deep Learning-Based Augmented Contrast-Enhancement and Denoising for Reduced-Iodine and Low-Radiation 70-kVp Cerebral CT Angiography: A Prospective Study.

OBJECTIVE: To evaluate the feasibility of cerebral computed tomography angiography (CTA) obtained wi...

May 2026 42062228
Deep learning for EEG-based sleep stage classification: a review.

Deep learning architectures are now widely applied in sleep electroencephalogram (EEG) analysis. The...

(2)
May 2026 42062687
Ultrasound in the comprehensive management of nodal lymphoma: from conventional B-mode to multimodal ultrasound and artificial intelligence.

Nodal lymphoma requires precise diagnosis and longitudinal monitoring. Ultrasound is now established...

Apr 2026 42227144
Calibrated ROI-gated conditional computation for high-throughput and backbone-agnostic brain tumor MRI classification.

BACKGROUND AND OBJECTIVE: Multi-class brain tumor classification from magnetic resonance imaging mus...

(1)
Apr 2026 42092367
A CT-based deep learning model to differentiate between benign and malignant adrenal lesions.

OBJECTIVE: To develop a deep learning model to differentiate benign from malignant adrenal lesions. ...

Apr 2026 42107149
Phenotyping and biomarkers in cardiogenic shock.

PURPOSE OF REVIEW: Cardiogenic shock (CS) remains associated with high mortality despite advances in...

Apr 2026 42170833
Current and Emerging Therapies Targeting the IL-23/IL-17 Axis in Psoriasis.

Over the past two decades, experimental and clinical evidence has established the interleukin-23 (IL...

(1)
Apr 2026 42059024
Invisible Signals, Visible Dilemmas: The Ethical Frontiers of Liquid Biopsy in Precision Oncology.

This critical review synthesizes the ethical, technical, and equity dilemmas emerging from the rapid...

(2)
Apr 2026 42069095
CBFI: A multi-layer gene network key node identification algorithm integrating structural-biological features and dynamic regulatory weights.

OBJECTIVE: Identifying key nodes within multi-layer GRNs is crucial for uncovering potential biomark...

Apr 2026 42069101
Machine learning-enhanced plasma proteomics discriminates pancreatic cancer-associated diabetes from type 2 diabetes mellitus.

Pancreatic ductal adenocarcinoma (PDAC) is frequently preceded by new-onset diabetes mellitus (NODM)...

(1)
Apr 2026 42069247
Computational and machine learning approach for nanoparticle-enhanced bio-heat transport with coupled effects of interparticle spacing and nanoparticles radius.

Targeted delivery of drugs and hyperthermia in cardiovascular disease demand the accurate delivery o...

(1)
Apr 2026 42069266
Revolutionizing lung cancer screening: the rise of artificial intelligence integrating circulating tumor markers.

Lung cancer persists as the predominant oncological cause of mortality globally, underscoring an imp...

Apr 2026 42063042
Mutational signatures in blood-brain barrier: mechanisms, computational insights, and clinical applications in precision oncology.

The blood - brain barrier (BBB) plays a central role in maintaining central nervous system (CNS) hom...

Apr 2026 42063272
CT-based body composition and its change through time in relation to outcomes in participants screened for lung cancer.

BACKGROUND: Computed Tomography (CT) scans allow opportunistic evaluation of body composition. We in...

(1)
Apr 2026 42066437
Multi-scale evidence chain: Linking environmental BPA exposure to ovarian cancer through integrated omics and experimental models.

BACKGROUND: Ovarian cancer (OC) is a leading cause of female cancer mortality. Beyond genetic and re...

Apr 2026 42066461
Malignant Transformation Risk in Patients With Oral Leukoplakia and Type 2 Diabetes Mellitus.

INTRODUCTION AND AIMS: Oral leukoplakia (OLK) is the most common oral potentially malignant disorder...

Apr 2026 42066493
A prospective multimethod investigation of cancer-related pain integrating clinical data and machine learning: results from the RUGGI Study.

BACKGROUND: Cancer-related pain is a multidimensional phenomenon, and key determinants of pain inten...

(3)
Apr 2026 42057124
Early ctDNA stratifies survival in locally advanced and oligometastatic lung cancer treated with radiotherapy.

PURPOSE: Circulating tumor fraction estimate (ctFE) is a machine learning-derived composite metric o...

Apr 2026 42059900
An integrative machine learning and structure-driven drug repositioning strategy for human IRAK4-targeted cancer therapy.

The upregulation of interleukin-1 receptor-associated kinase 4 (IRAK4) drives pro-tumorigenic signal...

Apr 2026 42059929
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