Oncology/Hematology

Other Cancers

Latest AI and machine learning research in other cancers for healthcare professionals.

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Showing 1741-1760 of 8,952 articles

Privacy-preserving multimodal fusion for Alzheimer's staging: A federated vision transformer framework with explainable AI.

Accurate, early-stage staging of Alzheimer's disease (AD) is critical for therapeutic intervention but is hampered by data privacy regulations, multimodal data heterogeneity, and the "black-box" nature of complex Artificial Intelligence (AI) models. To address these interconnected challenges, we introduce a novel, privacy-preserving federated learning framework for robust and interpretable AD stag...

Feb 19 2026 41723900

Non-invasive screening for ovarian cancer by combining serum SERS with interpretable machine learning models.

Early identification of malignant ovarian tumors is critical for informing treatment decisions and enhancing patients' quality of life. As the third most prevalent gynecologic cancer globally, ovarian cancer remains challenging to diagnose due to the high cost, limited accessibility, and radiation exposure associated with current screening techniques. This study integrates surface-enhanced Raman s...

Feb 19 2026 41724105
Top Ten Tips Palliative Care Clinicians Should Know About the Future of Artificial Intelligence.

Artificial intelligence (AI) is transforming health care and has implications for palliative care (PC) and serious illness communication (SIC). This a...

Feb 19 2026 40824746
SCMO: a deep learning model integrating the single-cell resolution TME ecosystem and multi-omics for survival prediction in CRC patients.

BACKGROUND: Colorectal cancer (CRC) remains a leading cause of global cancer mortality, highlighting the need for precise survival prediction to guide...

Feb 19 2026 41715092
Evaluating the role of the main pancreatic duct in intraductal papillary mucinous neoplasm grading: A multi-structure radiomics-based machine learning approach.

PURPOSE: The purpose of this study was to evaluate the contribution of radiomics features extracted from various pancreatic structures on computed tom...

Feb 19 2026 41720652
Nanoengineering of Exosomal Surfaces for Precision Targeting and Payload Delivery at the Molecular Level.

Exosomes, nano-sized extracellular vesicles secreted by almost all cell types, have emerged as biologically compatible vehicles for targeted drug deli...

Feb 19 2026 40903045
Two-Step Semiautomated Classification of Choroidal Metastases on MRI: Orbit Localization via Bounding Boxes followed by Binary Classification via Evolutionary Strategies.

BACKGROUND AND PURPOSE: The choroid of the eye is a rare site for metastatic tumor spread, and as small lesions on the periphery of brain MRI studies,...

Feb 19 2026 40925681
Deep Learning Integration of Endoscopic Ultrasound Features and Serum Data Reveals LTB4 as a Diagnostic and Therapeutic Target in ESCC.

BACKGROUND: Early diagnosis and accurate prediction of treatment response in esophageal squamous cell carcinoma (ESCC) remain major clinical challenge...

Feb 19 2026 40965275
Dual-Parallel Artificial Intelligence Framework for Breast Cancer Grading via High-Intensity Ultrasound and Biomarkers.

BACKGROUND: Accurate and noninvasive breast cancer grading and therapy monitoring remain critical challenges in oncology. Traditional methods often re...

Feb 19 2026 41027412
Strategies of AI-Driven CAR-T Cell Therapy Towards Solid Tumours.

Chimeric antigen receptor (CAR)-T cell immunotherapy shows significant success in hematologic malignancies. However, it faces critical challenges in s...

Feb 19 2026 41709747
Bacterial Outer Membrane Vesicles in Potentiating Cancer Vaccines: Progress and Prospects.

Cancer immunotherapy is increasingly moving toward personalized, precision-based strategies, with cancer vaccines emerging as a promising approach to ...

Feb 19 2026 41709766
A Unified Machine Learning Model for Relapse Prediction in Clinical Stage I Testicular Cancer.

BACKGROUND: Approximately one-fourth of patients with clinical stage I testicular cancer relapse. For decades, risk stratification has been based on d...

Feb 19 2026 41711113
Intelligent identification and targeted intervention of GRP75-caused drug resistant hepatocellular carcinoma, a study based on radiomics, machine learning, and molecular pharmacology.

BACKGROUND: Tumor heterogeneity mediated drug resistance was a core clinical challenge to improve the prognosis of patients with advanced hepatocellul...

Feb 19 2026 41711200
MRI-based habitat radiomics for assessing synchronous metastatic risk in renal cell carcinoma: a multicenter study.

PURPOSE: To explore the role of MRI-based habitat radiomics in assessing the metastatic status of renal cell carcinoma (RCC). METHODS: This study retr...

Feb 19 2026 41711878
Impact of Transfer Learning on Convolutional Neural Networks for Odontogenic Tumor Diagnosis.

OBJECTIVE: This study aimed to evaluate the coherence between data heterogeneity and model complexity by comparing seven convolutional neural network ...

Feb 19 2026 41712011
Identifying Transdiagnostic Predictors of Depression Across Psychoses: Informing Stratified Antidepressant Treatments.

INTRODUCTION: Depression frequently co-occurs with psychosis and is associated with poor outcomes. Early identification of patients at risk of persist...

Feb 19 2026 41712510
Survival Prediction in Patients With Bladder Cancer Undergoing Radical Cystectomy Using a Machine Learning Algorithm: Retrospective Single-Center Study.

BACKGROUND: Traditional statistical models often fail to capture the complex dynamics influencing survival outcomes in patients with bladder cancer af...

Feb 19 2026 41712865
CSF proteomics identifies ADGRG1 as a predictive biomarker of intrathecal immune checkpoint inhibitor response in leptomeningeal metastasis.

BACKGROUND: Leptomeningeal metastasis (LM) is a fatal complication of advanced cancer with limited therapeutic options and poor prognosis. Immune chec...

Feb 19 2026 41714114
FOXK1 induced upregulation of KIF20A promotes hepatocellular carcinoma progression via Wnt/β-Catenin/EMT signaling.

Liver cancer ranks sixth in incidence and third in mortality worldwide, with hepatocellular carcinoma (HCC) accounting for 90% of cases. Kinesin famil...

Feb 19 2026 41714472
The consensus molecular subtypes of esophageal squamous cell carcinoma.

Esophageal squamous cell carcinoma (ESCC) lacks a standardized classification system, resulting in inconsistent clinical management and a suboptimal p...

Feb 19 2026 41714596
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