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5 Results Found

  • Article
  • Open Access
1 Citations
1,591 Views
18 Pages

MRI-Based Bladder Cancer Staging via YOLOv11 Segmentation and Deep Learning Classification

  • Phisit Katongtung,
  • Kanokwatt Shiangjen,
  • Watcharaporn Cholamjiak and
  • Krittin Naravejsakul

28 January 2026

Background: Accurate staging of bladder cancer is critical for guiding clinical management, particularly the distinction between non–muscle-invasive (T1) and muscle-invasive (T2–T4) disease. Although MRI offers superior soft-tissue contra...

(This article belongs to the Section Oncology)
  • Review
  • Open Access
1 Citations
1,773 Views
33 Pages

Artificial Intelligence Across the Radiology Workflow: A Nine-Stage Narrative Review

  • Marwa Chendeb El Rai,
  • Aicha Beya Far,
  • Muna Darweesh,
  • Salam Dhou and ,
  • Nour Aburaed,
  • Salah El Rai,
  • Mohammed ElKhazendar and
  • Samer Ellahham
  • + 3 authors+ 0 author

Radiology services are experiencing increasing operational complexity due to rising imaging volumes and expanding coordination demands across interconnected clinical and administrative processes. This complexity is reflected in variability across wor...

(This article belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)
  • Review
  • Open Access
8 Citations
2,541 Views
30 Pages

Artificial intelligence (AI) is increasingly influencing healthcare administration and clinical informatics by supporting disease diagnosis, clinical decision-making, treatment personalization, drug discovery, remote monitoring, public health surveil...

  • Article
  • Open Access
871 Views
13 Pages

Enhancing Catheter-Assisted C-Arm CT-Guided Ablation with PET/CT Fusion: A Pictorial Overview of Multimodal Synergy for Improving Local Tumor Control in Liver Metastasis

  • Laurens Hermie,
  • Charlotte Harth,
  • Kathia De Man,
  • Alexander Decruyenaere and ,
  • Celine Jacobs and
  • Karen Geboes
  • + 1 author+ 0 author

13 May 2026

Background/Objectives: Image-guided percutaneous thermal ablation is an established local treatment for selected patients with liver metastases, provided that accurate tumor targeting and adequate ablation margins can be achieved. However, lesion det...

(This article belongs to the Special Issue Image-Guided Treatment of Liver Tumors)
  • Article
  • Open Access
63 Views
32 Pages

Explainable Deep Learning-Based Computer-Aided Differential Diagnosis of Multiple Sclerosis and Neuromyelitis Optica Using 3D MRI Lesion Features

  • Norashikin Yahya,
  • Khuhed Memon,
  • Shahabuddin Siddiqui,
  • Hilwati Hashim and ,
  • Rabani Remli,
  • Aida-Widure Mustapha Mohd Mustapha,
  • Mohd Zuki Yusoff and
  • Syed Saad Azhar Ali
  • + 3 authors+ 0 author

Neurological disorders are among the leading causes of disability and mortality worldwide, making timely and accurate diagnosis essential. Differential diagnosis (DD) of Multiple Sclerosis (MS) and Neuromyelitis Optica (NMO) spectrum disorder using b...

(This article belongs to the Special Issue AI-Driven Approaches to Diseases Detection and Diagnosis)