Multimodal radiomics based on dynamic contrast-enhanced ultrasound for predicting cervical lymph node metastasis in papillary thyroid carcinoma with Hashimoto's thyroiditis. [PDF]
Zhang K +5 more
europepmc +1 more source
LDS‐UNet: Lightweight Depthwise Separable U‐Net for Brain Tumor Segmentation
A hybrid Lightweight Depthwise Separable U‐Net (LDS‐UNet) is proposed, using depthwise separable convolutions in the encoder‐decoder, and standard bottleneck convolutions, and 2.5D three‐slice input to recover inter‐slice context without 3D convolutions.
Nasrin Akter +3 more
wiley +1 more source
ABSTRACT To improve the prediction of relapse for clinical stage I seminoma, we aimed to validate the Boormans model (incorporating tumor size, rete testis invasion, and lymphovascular invasion) against the conventional classification (tumor size > 4 cm/rete testis invasion).
Andreas Banner +15 more
wiley +1 more source
Lobar analysis of classical and deep learning radiomic features in chronic airflow limitation. [PDF]
Bäcklin E +4 more
europepmc +1 more source
Big Data in Cancer Genomics: Computational Foundations and Emerging Pathways for Precision Oncology
ABSTRACT This review aims to explore the computational foundations of big data in cancer genomics and examine emerging pathways that support precision oncology and personalized cancer care. A narrative review approach was adopted to synthesize evidence from PubMed, Scopus, Web of Science, and IEEE Xplore.
Nur Vanu +8 more
wiley +1 more source
Radiomics-Based Outcome Prediction in Transarterial Radioembolization (TARE) of Hepatic Malignancies: A Systematic Review and Quality Appraisal. [PDF]
Grainger RT +11 more
europepmc +1 more source
Abstract Purpose Anterior cruciate ligament (ACL) tears are among the most common knee injuries, accounting for half of all knee ligament injuries. Magnetic resonance imaging (MRI) is the standard for diagnosing ACL tears, but its interpretation is experience‐dependent.
Gabriel Moraes de Oliveira +8 more
wiley +1 more source
Machine Learning of Echocardiographic Left Ventricular Myocardial Radiomics for Identification of Transthyretin Amyloid Cardiomyopathy. [PDF]
Elzieny AA +11 more
europepmc +1 more source
A multicenter artificial intelligence framework was developed and externally validated for breast lesion classification and axillary lymph node metastasis prediction. Using dynamic contrast‐enhanced MRI alone for lesion classification and integrating MRI with preoperative clinical and biopsy‐derived information for nodal prediction, the framework ...
Wei Ren +16 more
wiley +1 more source
Prediction Models for Pathological Response to Neoadjuvant Chemoradiotherapy in Locally Advanced Rectal Cancer: A Systematic Review and Meta-Analysis. [PDF]
Luo Y +6 more
europepmc +1 more source

