CT-Based Deep Learning Model Stratifies Survival in Locally Advanced Esophageal Carcinoma
A deep learning framework combining latent diffusion models and 3D Vision Transformers can segment tumors and predict survival differences in ...
Tag: radiomics
Isolated PET Findings Require Confirmation Before Halting Potentially Curative Pancreatic Surgery
A comprehensive narrative review establishes that molecular PET/CT imaging for pancreatic masses must be guided by suspected tumor biology and ...
Deep Learning Model Differentiates Uterine Adenomyoma and Leiomyoma on Transvaginal Ultrasound
An attention-enhanced ResNet-50 deep learning model achieved an accuracy of 0.833 and an area under the curve of 0.855 when ...
CT Habitat Analysis Distinguishes Post-Stroke Hemorrhage from Contrast Extravasation
A retrospective study demonstrates that five-cluster CT habitat analysis outperforms whole-lesion radiomics in differentiating hemorrhagic transformation from contrast extravasation after ...
AI Triple-Negative Breast Cancer Studies Show Sharp Growth in Bibliometric Analysis
A comparative bibliometric analysis across Scopus, Web of Science, and PubMed found artificial intelligence research on triple-negative breast cancer expanded ...
Deep Learning Map of Tumor Habitats Predicts Laryngeal Cancer Metastasis
A deep learning framework that decodes spatial intratumor heterogeneity from preoperative computed tomography scans predicts cervical lymph node metastasis and ...
Linear Support Vector Machine Accurately Identifies Abnormal Bone Density in Diabetic Patients
A retrospective study demonstrates that a linear support vector machine analyzing first lumbar vertebra radiomic features from routine non-contrast chest ...
Artificial Intelligence and Dual Tracers Tackle PSMA Heterogeneity in Prostate Cancer
A narrative review examines how molecular imaging heterogeneity limits prostate cancer therapy and how artificial intelligence models may assist quantitative ...
Review Outlines Evidence Needed to Bring AI into Routine Osteosarcoma Imaging
A review in Medicine Plus evaluates artificial intelligence across osteosarcoma imaging and outlines the external validation and workflow integration required ...
Scoping Review Shows Radiomics Improves Gastrointestinal Cancer Prognostication Across Multiple Imaging Modalities
A comprehensive scoping review reveals that quantitative radiomic models consistently outperform clinical-only tools in predicting gastrointestinal cancer outcomes, despite widespread ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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