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OpenAlex topic

Medical Imaging and Analysis

This page lists works and academicians tagged with an OpenAlex topic. It is not a YÖKSİS primary or secondary field.

OpenAlex 1,621 works 39 author topics

Works

1,621 works

  1. Paraspinal Muscle Fatty Infiltration Predicts Residual Back Pain and Reoperation after Lumbar Interbody Fusion: A Multivariable and ROC-Based Study 2026

    No abstract yet.

  2. MACHINE LEARNING-BASED OBJECTIVE ESTIMATION OF SPINAL PAIN INTENSITY ON THE VISUAL ANALOG SCALE 2026

    The Visual Analog Scale (VAS) is widely used for assessing pain intensity in clinical practice; however, its subjective nature and limited scoring range may cause patient-related biases. This study aims to predict the error margin in pain severity estimation using the VAS through a machine learning-based model. Clinic…

  3. Artifact-Controlled Multi-Vertebral Transfer Learning Ensemble for Patient-Level Three-Class Osteoporosis Screening Using Thoracoabdominal CT-Derived Lumbar Images 2026

    Background/Objectives: Osteoporosis and osteopenia remain underdiagnosed despite routine CT examinations containing potentially useful bone information. This study evaluated the feasibility of patient-level three-class classification of Normal, Osteopenia, and Osteoporosis classes using lumbar vertebral PNG images der…

  4. Comparison of dual-energy X-ray absorptiometry and lumbar radiographs using deep learning for osteoporosis diagnosis 2026

    No abstract yet.

  5. Deep Learning-Based Rib Segmentation and Fracture Classification in Chest CT Images 2026

    Rib fractures are among the most common skeletal injuries in blunt thoracic trauma and are associated with serious respiratory complications, especially when multiple fractures are present. Accurate and rapid identification of fracture type and location is critical for treatment planning and prevention of potential co…

  6. Detecting DDPM-Manipulated Medical Images Using Contrastive Learning-based Pre-Training 2026

    Deep learning models can detect AI-generated images with high accuracy; however, classifying locally altered fake images is more difficult due to the low manipulation rate and the preservation of original patterns. This study proposes a novel CNN architecture for detecting images manipulated with tumor in-painting bas…

  7. Diagnostic Performance of a General-Purpose Artificial Intelligence Model in Radiographic Staging of Coxarthrosis According to the Tönnis Classification: A Multiclass Analysis 2026

    No abstract yet.

  8. Derin Öğrenme ile 2D Görüntülerde Belirgin Nesne Tespiti 2026

    Belirginlik tespiti, bir görüntü veya bir görüntü içindeki bir bölgenin diğerlerinden ne kadar farklı veya dikkat çekici olduğunu belirleme işlemidir. Bu çalışmada, belirginlik tespiti için derin öğrenme yöntemleri ve görüntü işleme teknikleri kullanılmıştır. DUTS veri kümesi kullanılarak yapılan çalışmada; görüntüler…

  9. Mamba-based dual-decoder adversarial network for multi-scale diabetic retinopathy lesion segmentation 2026

    No abstract yet.

  10. Prohibited Object Detection Utilizing Faster R-CNN in X-RAY Images 2026

    Green Submitted, gold

  11. Scoliosis Research Trends and the Role of Artificial Intelligence: A Latent Dirichlet Allocation Analysis of Publications (2000–2024) 2026

    This study aimed to evaluate global research trends in scoliosis between 2000 and 2024 using latent Dirichlet allocation (LDA) topic modeling. English-language, peer-reviewed journal articles indexed in Scopus were analyzed using their titles, abstracts and keywords to identify dominant and relatively underrepresented…

  12. Integrated Molecular Docking and Network-Based Analysis Reveals Multitarget Interaction Patterns of Nutraceutical Compounds in Intervertebral Disc Degeneration 2026

    Background: Intervertebral disc degeneration (IVDD) is driven by the interplay between inflammatory signaling, extracellular matrix (ECM) degradation, and impaired cellular adaptation. Although several nutraceutical compounds have been reported to exert protective effects in IVDD-related models, their multitarget mech…

Academicians

39 academicians