Oncology/Hematology

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

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Showing 568-588 of 17,001 articles
The use of generative AI tools among individuals with cancer and their caregivers: a cross-sectional study of awareness, attitudes, and experiences.

BACKGROUND: Generative artificial intelligence (AI) tools offer novel avenues for patient support, y...

Sep 2026 42704494
Liquid biopsy: current applications and future directions.

This review starts with the historical background and biological features to classify mainly the liq...

(2)
Sep 2026 42704556
A cfDNA fragmentomics classifier for noninvasive differentiation of benign and malignant renal masses.

Noninvasive differentiation of malignant and benign renal masses remains a major clinical challenge,...

(1)
Sep 2026 42704571
A closed-loop paradigm for precision oncology: Integrating dynamic monitoring, organoid models, and explainable AI.

BACKGROUND: Precision oncology faces three systemic bottlenecks: static molecular snapshots fail to ...

Sep 2026 42704980
Diagnostic performance of radiomic features from FS-T2WI for parotid tumor classification: A comparison of deep learning and machine learning models.

Accurate discrimination of benign and malignant parotid tumors prior to surgery is of great clinical...

Sep 2026 42705054
Salvage treatment strategies for recurrence after radical prostatectomy: Current status, challenges, and future directions.

OBJECTIVE: Recurrence after radical prostatectomy (RP) remains a major clinical challenge in prostat...

Sep 2026 42705104
Deep Learning Pipeline for Automatic Segmentation, Classification, and Molecular Subtyping of Three Pediatric Posterior Fossa Tumors Using T2-Weighted MRI.

BACKGROUND: Pediatric posterior fossa tumors vary in malignancy, treatment, and prognosis across tum...

(1)
Sep 2026 42706633
Artificial Intelligence in equivocal prostatic needle biopsies: benign mimics and cancer detection.

BACKGROUND: Equivocal prostatic needle biopsies are diagnostically challenging because minute atypic...

(2)
Sep 2026 42707010
Cancer risk and mortality assessment in the overweight population: evaluation of single and integrated models based on inflammatory markers.

BACKGROUND: Chronic inflammation is a significant driver of carcinogenesis, particularly in the cont...

(3)
Sep 2026 42701956
A multi-stage prospective study evaluates serum metabolomic signatures for the differential diagnosis and prognostic stratification of PDAC.

BACKGROUND: Pancreatic ductal adenocarcinoma (PDAC) lacks biomarkers for accurate diagnosis and prog...

(7)
Sep 2026 42702145
H&E to recurrence score: A step forward, but not yet a substitute for genomic testing.

Shamai and colleagues developed a multimodal deep-learning model that predicts Oncotype DX recurrenc...

(2)
Sep 2026 42702146
Machine Learning-Derived Immune Gene Signature Predicts Prognosis and Therapeutic Vulnerabilities in Multiple Myeloma.

The immune microenvironment contributes substantially to the biological and clinical heterogeneity o...

Sep 2026 42702361
GIN-CRC-Pareto: A graph-based pareto-optimized multi-task learning framework to identify miRNA-target interactions in colorectal cancer.

BACKGROUND: Colorectal cancer (CRC) ranks as the third highest incidence among malignancies for huma...

(1)
Sep 2026 42700827
Engineering extracellular vesicles for targeted siRNA delivery: Advances, therapeutic applications, and clinical translation.

Small interfering RNA (siRNA) therapeutics have emerged as a transformative approach for sequence-sp...

Sep 2026 42700828
The Translational Gap in AI for Oropharyngeal Squamous Cell Carcinoma: A TRIPOD+AI Scoping Review of Methodological Barriers to Treatment Deintensification.

RATIONALE AND OBJECTIVES: To map artificial intelligence (AI) and radiomics applications in computed...

(2)
Sep 2026 42701048
Ultrasound Habitat Radiomics for Preoperative Prediction of Invasive Breast Cancer With a DCIS Component: A Dual-center Retrospective Study.

PURPOSE: To develop and externally validate an ultrasound-based habitat subregional radiomics model ...

Sep 2026 42701070
Metabolic convergence of diabetes and prostate cancer: from dysglycemia to tumor microenvironment reprogramming.

The relationship between diabetes mellitus and prostate cancer (PC) represents one of the most intri...

(1)
Sep 2026 42701157
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