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54 publication(s) trouvée(s)
Article scientifique
DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization
Medical imaging is a cornerstone of diagnostics, yet automated chest X-ray report generation struggles with structural adherence, anatomical completeness, and …
Article scientifique
Awareness and Attitudes of Radiology Staff Toward Artificial Intelligence in Medical Imaging Diagnosis: A Systematic Review
Article scientifique
Multidimensional correlation magnetic resonance imaging in low- and middle-income countries: opportunities and barriers to equitable deployment
Multidimensional Correlation Magnetic Resonance Imaging (McMRI) represents a promising advancement in medical imaging, offering enhanced diagnostic accuracy through the integration …
Article scientifique
Enhancing brain tumor detection through deep learning and explainable AI techniques
Brain tumors are a leading cause of cancer-related mortality, and manual MRI screening remains time-consuming and observer-dependent. Deep learning (DL) …
Article scientifique
Nasal self-invasive behavior as an unnoticed behavioral oddity in Schizophrenia: A rare case report
Introduction Behavioral oddities represent a frequently overlooked dimension of schizophrenia, particularly when they involve the patient’s own body. Silent self-invasive …
Article scientifique
Radiation doses and Indications for Computed Tomography Scans among Pediatric Patients at a Tertiary Hospital in the Eastern Cape, South Africa
Medical imaging using CT is vital for diagnosing children, but it uses radiation that may increase long-term health risks due …
Article scientifique
Neurojico-Driven Cognitive Image Classification Framework in Diagnosis Medical Imaging
Article scientifique
Occupational Radiation Dose and Ambient Dose Characterization in Selected Healthcare Facilities in Kitui County, Kenya
Radiation exposure during diagnostic radiology remains a critical occupational radiation safety concern as the global volume and complexity of medical …
Article scientifique
Efficacy of pharmacotherapies on pediatric patients with metabolic dysfunction-associated steatotic liver disease: a systematic review and network meta-analysis
BACKGROUND: Metabolic dysfunction-associated steatotic liver disease (MASLD) affects children and is increasingly prevalent alongside rising childhood obesity. The MASLD spectrum …
Article scientifique
An Advanced XAI Framework for MRI-Based Glioma Classification Using Vision Transformer and CNN-Based Approaches
This paper presents an advanced eXplainable Artificial Intelligence (XAI) framework for Magnetic Resonance Imaging (MRI)-based glioma classification, designed to bridge …
Article scientifique
The clinical placement learning environment: a cross-sectional study of the perception of third- and fourth-year medical imaging students in Ghana
INTRODUCTION: Clinical placements are critical in bridging theoretical knowledge and practical skill gaps in medical imaging education. This study evaluated …
Article scientifique
Few-shot pneumonia detection using Siamese networks and transfer learning on chest X-ray images
Abstract Pneumonia remains a leading cause of mortality among children under five years of age, accounting for approximately 1.6 million …
Article scientifique
Explainable self-supervised learning for medical image diagnosis based on DINO V2 model and semantic search
Medical images have become indispensable for decision-making and significantly affect treatment planning. However, increasing medical imaging has widened the gap …
Article scientifique
Improved pulmonary embolism detection in CT pulmonary angiogram scans with hybrid vision transformers and deep learning techniques
Pulmonary embolism (PE) represents a severe, life-threatening cardiovascular condition and is notably the third leading cause of cardiovascular mortality, after …
Article scientifique
Stress induced by perceived radiological risk among imaging department staff
Introduction Healthcare-workers in medical imaging departments face a variety of professional challenges, including radiological risk, biomechanical constraints, and heavy workload. …
Éditorial
Editorial: Novel reliable approaches for prediction and clinical decision-making in cancer
Although significant progress has been made in recent decades in understanding the development and progression of cancer, cancer remains one …
Article scientifique
Awareness and attitudes regarding artificial intelligence in medical imaging: student perspectives from five Ghanaian universities
Background Artificial intelligence (AI) is influencing diagnostic medical imaging practice and education. Despite this, little is known about AI use …
Article scientifique
Hybrid Model with Wavelet Decomposition and EfficientNet for Accurate Skin Cancer Classification
Faced with anomalies in medical images, Deep learning is facing major challenges in detecting, diagnosing, and classifying the various pathologies …
Article scientifique
A novel 8-connected Pixel Identity GAN with Neutrosophic (ECP-IGANN) for missing imputation
Missing pixel imputation presents a critical challenge in image processing and computer vision, particularly in applications such as image restoration …
Rapport d'évaluation
Review of: "Comparing Visual and Software-Based Quantitative Assessment Scores of Lung Parenchymal Involvement Quantification in COVID-19 Patients"
Potential competing interests: No potential competing interests to declare. This paper presents valuable insights into the agreement between radiologists and …
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