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  1. No Access

    Chapter

    Vertebral Column Localization, Labeling, and Segmentation

    The vertebral column consists of interconnected bone structures that extend from the neck down to the pelvis. In addition to its crucial functionality in spinal cord protection, it provides the necessary flexi...

    Raja S. Alomari, Subarna Ghosh, Jaehan Koh… in Spinal Imaging and Image Analysis (2015)

  2. No Access

    Chapter and Conference Paper

    Lumbar Spine Disc Herniation Diagnosis with a Joint Shape Model

    Lower Back Pain (LBP) is the second most common neurological ailment in the United States after the headache. It costs over $100 billion annually in treatment and related rehabilitation costs including worker ...

    Raja S. Alomari, Jason J. Corso… in Computational Methods and Clinical Applica… (2014)

  3. No Access

    Article

    Automated segmentation of stromal tissue in histology images using a voting Bayesian model

    Over the past two decades, digital histology has been clinically approved for the various cancer diagnosis and prognosis tasks including proliferation rate estimation (PRE). Histology images contain two types ...

    Hazem Hiary, Raja S. Alomari, Maha Saadah… in Signal, Image and Video Processing (2013)

  4. No Access

    Article

    Compression fracture diagnosis in lumbar: a clinical CAD system

    Purpose Lower back pain affects 80–90 % of all people at some point during their life time, and it is considered as the second most neurological ailment after headache. It is caused by defects in...

    Samah Al-Helo, Raja S. Alomari… in International Journal of Computer Assisted… (2013)

  5. No Access

    Article

    Toward a clinical lumbar CAD: herniation diagnosis

    A CAD system for lumbar disc degeneration and herniation based on clinical MR images can aid diagnostic decision-making provided the method is robust, efficient, and accurate.

    Raja’ S. Alomari, Jason J. Corso… in International Journal of Computer Assisted… (2011)

  6. No Access

    Article

    Computer-aided diagnosis of lumbar disc pathology from clinical lower spine MRI

    Detection of abnormal discs from clinical T2-weighted MR Images. This aids the radiologist as well as subsequent CAD methods in focusing only on abnormal discs for further diagnosis. Furthermore, it gives a de...

    Raja’ S. Alomari, Jason J. Corso… in International Journal of Computer Assisted… (2010)

  7. Chapter and Conference Paper

    Lumbar Disc Localization and Labeling with a Probabilistic Model on Both Pixel and Object Features

    Repeatable, quantitative assessment of intervertebral disc pathology requires accurate localization and labeling of the lumbar region discs. To that end, we propose a two-level probabilistic model for such dis...

    Jason J. Corso, Raja’ S. Alomari… in Medical Image Computing and Computer-Assis… (2008)

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