Oncology/Hematology

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

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Showing 85-105 of 17,001 articles
DeepLNM: A Multimodal Model for Predicting Lymph Node Metastasis in Colorectal Cancer.

Accurate assessment of lymph node metastasis (LNM) is critical for prognostic stratification and tre...

(13)
Oct 2026 42873913
Routine H&E Histology Encodes Postoperative Risk Heterogeneity in Resected Pancreatic Ductal Adenocarcinoma: A Multicohort Evaluation of TIGERS.

Patients with resected pancreatic ductal adenocarcinoma (PDAC) can have different outcomes despite s...

(3)
Oct 2026 42874742
Evaluation of Murrayanine's Anticancer Potential in Breast Cancer: Integrative Computational, In Vitro, and Nanoparticle Delivery Approaches.

Breast cancer continues to be a major threat to women's health on a global scale. Innovative treatme...

(3)
Oct 2026 42874789
Sheep Pulmonary Image Recognition (SPIRO): an explainable deep learning framework for macroscopic assessment of ovine pulmonary lesions.

Accurate detection and classification of pulmonary diseases in sheep are critical for ensuring anima...

(4)
Oct 2026 42874846
Deep Learning-Driven Multimodal Integration of Ultrasound and CT for Identifying Central Lymph Node Metastasis in Papillary Thyroid Carcinoma.

OBJECTIVE: To evaluate the utility of multimodal imaging biomarkers in papillary thyroid carcinoma (...

(6)
Oct 2026 42875362
Hybrid Molecular Imaging Using PET/CT and PET/MRI in Inflammatory Bowel Disease: Current Applications, Challenges, and Future Perspectives.

Hybrid molecular imaging is increasingly recognized as a valuable tool for the precision management ...

(3)
Oct 2026 42870414
Allostatic load, genetic susceptibility, and lung cancer risk: Evidence from a prospective cohort and integrative proteomic analyses.

Allostatic load (AL), a composite measure of multisystem dysregulation associated with chronic stres...

(2)
Oct 2026 42873766
Comprehensive multi-omics analysis identifies BTG2 as a potential regulator of radiotherapy response in lung adenocarcinoma.

Lung adenocarcinoma (LUAD) is one of the most common malignancies worldwide. However, patients exhib...

(3)
Oct 2026 42874239
MRI-Based 2.5D Multi-Instance Deep Learning for Differentiating Pathological Subtypes of Brain Metastases From Lung Cancer.

BACKGROUND: Distinct treatment strategies for small-cell lung cancer (SCLC) and non-small-cell lung ...

(11)
Oct 2026 42866919
AI in Neuro-Oncology: An Overarching Review.

Artificial intelligence (AI) is increasingly being applied across neuro-oncology domains to analyze ...

(4)
Oct 2026 42867147
Machine learning-assisted monitoring of radiofrequency ablation in hepatic tumors using spectral traces.

PURPOSE: Accurate intraoperative assessment of radiofrequency ablation (RFA) margins in hepatic mali...

(4)
Oct 2026 42867539
Limited incremental value and cross-cohort transferability of CT radiomics for survival prediction after TACE in hepatocellular carcinoma.

PURPOSE: To evaluate whether pretreatment CT radiomics adds information for overall survival (OS) pr...

(4)
Oct 2026 42867540
Impact of deep learning image reconstruction on CT radiomics reproducibility in patients with pulmonary nodules.

OBJECTIVE: Ensuring CT feature reproducibility across imaging protocols and reconstruction algorithm...

(4)
Oct 2026 42867746
Interpretable neural networks prioritize cancer driver genes from genome-wide dependency landscapes.

Identifying cancer driver genes and their therapeutic impact remains a core challenge in computation...

(3)
Oct 2026 42868205
Detection of Cervical Nodal Metastasis in Oral Squamous Cell Carcinoma Using Elastic Scattering Spectroscopy: Ex Vivo Diagnostic Modeling Study.

BACKGROUND: Cervical nodal metastasis remains one of the strongest determinants of treatment plannin...

(4)
Oct 2026 42868592
Machine learning and multi-omics analyses reveal CLDN1 as a candidate marker associated with colorectal cancer invasion and nutlin-3a (-) response.

OBJECTIVE: Colorectal cancer (CRC) is molecularly, cellularly and spatially heterogeneous, and curre...

(4)
Oct 2026 42868715
Enhanced Early Risk Stratification in Cardiogenic Shock Using Machine Learning: A Hierarchical Clustering Analysis.

BACKGROUND: Cardiogenic shock (CS) exhibits marked clinical heterogeneity, limiting the performance ...

(5)
Oct 2026 42868968
Pulmonary nodules: classification, biomarkers, signaling pathways, diseases, early diagnosis and management.

Pulmonary nodules are increasingly detected by thoracic imaging and low-dose computed tomography-bas...

(10)
Oct 2026 42869881
Foundation Models and Multimodal Learning for Medical Data with Applications in Oncology.

The rapid expansion of medical data, including radiological imaging, digital pathology, molecular pr...

(8)
Oct 2026 42870148
Cross-Dataset Reliability of Deep Learning Models for Pressure Injury Staging: a Multiarchitecture Evaluation and Prediction-Error Analysis.

Deep learning models have been proposed for automated pressure injury staging, but reliability acros...

(4)
Oct 2026 42870149
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