Oncology/Hematology

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

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Cardioprotection in oncology: Mechanisms, risks and therapeutic strategies.

Objectives of this review is to conduct an analysis of current data of cardiotoxicity of anticancer ...

Mar 2026 41906425
IGSF9 drives malignant transformation and predicts early-stage lung adenocarcinoma in integrated transcriptomic analyses.

PURPOSE: Lung adenocarcinoma (LUAD), the most common subtype of non-small cell lung cancer (NSCLC), ...

Mar 2026 41904745
Reinforcement learning for real-time adaptive radiotherapy.

State-of-the-art radiotherapy machines with integrated magnetic resonance (MR) imaging, known as MR-...

Mar 2026 41932206
Hypothesis Generation via Interpretable Machine Learning: A Case Study on Risk Factors for Postradiation Therapy Lung Cancer Recurrence.

PURPOSE: Interpretability is highly desirable for oncologic outcome prediction, as it increases the ...

Mar 2026 42254819
HOX code-based stratification reveals RUNX1T1-HDAC reprogramming as a targetable driver of lineage plasticity across cancers.

Cancer remains a leading cause of death worldwide, with lineage plasticity emerging as a hallmark th...

Mar 2026 41912135
Extraction of distant recurrence sites for breast cancer patients from free-text clinical notes using large language models.

OBJECTIVES: Accurate documentation of distant recurrence sites in breast cancer is essential for eva...

Mar 2026 41911958
Nanoparticle-based immunotherapeutic strategies to overcome cancer drug resistance: From biological barriers to artificial intelligence-driven design.

Although cancer immunotherapy has revolutionized oncology, its clinical efficacy remains substantial...

(4)
Mar 2026 41935412
Evolution of Aptamer Materials Maps Exosomal Surface Proteins at the Nano-Bio Interface.

Exosomes are nanoscale extracellular vesicles whose membrane-embedded proteins encode phenotypic inf...

(1)
Mar 2026 41902775
Fast 3D whole-body occupational dose estimation in interventional radiology using physics-informed deep learning.

Occupational radiation exposure in interventional radiology is spatially heterogeneous and inadequat...

Mar 2026 41903035
PTBP1 knockdown reprograms glioma stem cells into neuronal-like cells and suppresses tumorigenesis via the DUSP5-ERK1/2 signaling pathway.

BACKGROUND: Glioblastoma (GBM), the most prevalent and aggressive primary brain tumor in adults, has...

(1)
Mar 2026 41903206
Machine learning-predicted chromatin organization landscape across pediatric tumors.

Structural variants (SVs) are increasingly recognized as important contributors to oncogenesis throu...

Mar 2026 41904260
Machine learning classification of normal and malignant cells on the basis of their viscoelastic properties.

BACKGROUND AND OBJECTIVE: Cell mechanics, elasticity and viscoelasticity, are key markers of biologi...

(1)
Mar 2026 41936192
Dosimetric comparison of intensity modulated proton therapy and knowledge-based volumetric arc therapy for left-sided breast cancer.

INTRODUCTION: There is increasing interest in the application of proton beam therapy to left-sided b...

Mar 2026 41903278
Leukemia Diagnosis 2.0: Revolutionizing advanced and Futuristic Point-of-Care Detection and Monitoring.

Leukemia diagnostics have changed significantly because of the advancements in biosensor technologie...

Mar 2026 41905569
Hypergraph Representations of Single-Cell RNA Sequencing Data for Improved Cell Clustering.

MOTIVATION: Single-cell RNA sequencing (scRNA-seq) data analysis is often performed using network pr...

(1)
Mar 2026 41896196
Potential of SERS and proteomics for biomarker detection in cancer cells.

This study investigates the use of quantitative LC-MS/MS-based proteomics and surface-enhanced Raman...

(1)
Mar 2026 41896432
AI-driven body composition atlas reveals its association with NSCLC immunotherapy outcome and molecular background: a multicenter study.

Although previous studies have linked body composition to immunotherapy efficacy, comprehensive mult...

Mar 2026 41896593
Radiation Dose Optimisation Through Artificial Intelligence (AI)-based Auto-Thorax Collimation.

INTRODUCTION: Artificial intelligence (AI) is increasingly adopted in digital radiography to enhance...

(1)
Mar 2026 41891327
Deep Learning Enables Pixel-Level Nanoparticle Distribution Mapping in Routine Histological Sections by Integrating Cancer Associated Fibroblasts Features.

The efficient accumulation and uniform distribution of nanomedicine within tumors are critical for a...

Mar 2026 41893882
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