Oncology/Hematology

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

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Showing 2395-2415 of 17,039 articles
AI-based histopathology analysis predicts checkpoint inhibitor response in advanced melanoma and identifies patterns associated with response.

INTRODUCTION: Readily available predictive biomarkers for immune checkpoint inhibitor (ICI) response...

(1)
May 2026 42208280
Machine learning-based preoperative classification of colorectal cancer stage using systemic inflammatory and nutritional biomarkers.

BACKGROUND: Accurate preoperative staging in colorectal cancer (CRC) is critical for determining the...

May 2026 42185951
Leveraging the non-contrast CT component of PET/CT: an AI-driven delta-radiomics approach to monitor treatment response in metastatic breast cancer.

PURPOSE: 18 F-FDG PET/CT is the standard modality for monitoring treatment response in metastatic br...

May 2026 42185986
Two-Step Ensemble Convolutional Neural Networks for Colonoscopic Biopsy Classification Resembling Pathologists' Process.

BACKGROUND: Colorectal cancer (CRC) is a leading cause of mortality worldwide, and early examination...

May 2026 42190697
AI-Informed Architectural Insights of Three-Dimensional Glandular Networks Identify Prostate Cancer Patients at a Higher Risk of Biochemical Recurrence.

Pathologists diagnose and grade prostate cancer using thin two-dimensional (2D) histological section...

May 2026 42190816
Risk Prediction of Early-Onset Hepatocellular Carcinoma: Derivation and Validation in a Nationwide Young Adult Cohort.

BACKGROUND: The global incidence of early-onset hepatocellular carcinoma (eHCC) is increasing signif...

(1)
May 2026 42179318
Quantum Dot Encoding for In-Solution Single-Molecule Biomarker Counting in Metastatic Prostate Cancer.

Digital assays are in wide development for biomarker quantification at the single-molecule level, bu...

(2)
May 2026 42183605
Generating Labeled Low-Heterogeneity Transcriptomes Using CRISPRa and CRISPRi Can Improve Phenotype Prediction by Deep Learning.

The development of deep learning (DL) methods in biology holds great promise for fundamental knowled...

May 2026 42183825
Digital Pathology in Head and Neck Squamous Cell Carcinoma: Translational Advances and Clinical Integration for Pathologists, Oncologists, and Surgeons.

PURPOSE: Artificial intelligence (AI)-enabled digital pathology has advanced rapidly in head and nec...

May 2026 42183917
Evaluating artificial intelligence-generated synthesized mammography as a standalone alternative to digital mammography with or without tomosynthesis.

PURPOSE: To evaluate whether standalone synthesized mammography (SM) can maintain or improve diagnos...

May 2026 42183929
A review of deep learning-based multimodal data integration of lung cancer.

This is a narrative review that provides a perspective on the recent advances in deep learning (DL)-...

May 2026 42184020
Whole-body reduced-dose dual-energy CT with deep learning image reconstruction for detection of osteolytic lesions in multiple myeloma.

INTRODUCTION: Deep learning image reconstruction (DLIR) has been incorporated into dual-energy CT (D...

(1)
May 2026 42184692
Frailty and Fitness in Older Adults With Acute Myeloid Leukemia: From Chronological Age to Multiparametric Assessment.

Acute Myeloid Leukemia predominantly affects older adults, who often present with comorbidities, fun...

May 2026 42185082
Explainable machine learning-guided integrated multiomics analysis reveals macrophage-driven immune suppression in breast cancer.

Despite thorough characterizations of cellular compositions within the breast tumor microenvironment...

May 2026 42185288
Development of a model for design radiation shielding composite aprons using machine learning.

This study presents the development and evaluation of a novel lead-free composite for radiation shie...

May 2026 42185396
Progression-guided spatiotemporal memory transformers for accurate and consistent longitudinal brain tumor segmentation.

For monitoring the progression of the disease and the efficacy of treatment, it is essential to segm...

(1)
May 2026 42185460
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