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    Sivan classification system for diagnosis of jaw lesions based on visual volumetric analysis of 3-dimensional cone-beam computed tomographic images by Sivan Sathish

    Published 2024-12-01
    “…To validate this system, 10 raters—comprising 5 general dentists and 5 oral radiology specialists—assessed the CBCT images and diagnosed the lesions using the Sivan classification. …”
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    Complement inhibition targets a rich-club within the neuroinflammatory network after stroke to improve radiographic and functional outcomes by Youssef M. Zohdy, Tomas Garzon-Muvdi, Jonathan A. Grossberg, Daniel L. Barrow, Brian M. Howard, Gustavo Pradilla, Firas H. Kobeissy, Stephen Tomlinson, Ali M. Alawieh

    Published 2025-01-01
    “…The expression levels of the core genes identified within this network significantly explained radiological outcomes, including T2-signal hyperintensity (R2 = 0.57, P < 0.001), mean diffusivity (R2 = 0.52, P < 0.001), and mean kurtosis (R2 = 0.65, P < 0.001), correlating more strongly than non-core genes. …”
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    Clinical and Radiographic Outcomes of Gap Osteotomy Versus Dorsal Opening Wedge Osteotomy for Extra-Articular Distal Radius Malunion and Internal Fixation Using a Volar Locking Pla... by Suhas Sondur, MS (Ortho), Anil K. Bhat, MS (Ortho), DNB (Ortho), Shyamasunder Bhat N, MS (Ortho), DNB (Ortho)

    Published 2025-01-01
    “…No bone graft was used in any patient. Radiological outcomes comprised of correction of radial height, inclination, ulnar variance, volar tilt and the correlation between the osteotomy defect and the distance from the distal radial articular surface with the union time. …”
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    Multiview Multimodal Feature Fusion for Breast Cancer Classification Using Deep Learning by Sadam Hussain, Mansoor Ali Teevno, Usman Naseem, Daly Betzabeth Avendano Avalos, Servando Cardona-Huerta, Jose Gerardo Tamez-Pena

    Published 2025-01-01
    “…In this study, we compiled a multimodal dataset comprising imaging and textual data (combination of clinical and radiological features). We propose a DL-based multiview multimodal feature fusion (MMFF) strategy for breast cancer classification that utilizes images (four views of mammograms) and tabular data (extracted from radiological reports) from our newly developed in-house dataset. …”
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    A benchmark of deep learning approaches to predict lung cancer risk using national lung screening trial cohort by Yifan Jiang, Leyla Ebrahimpour, Philippe Després, Venkata SK. Manem

    Published 2025-01-01
    “…Furthermore, pretraining on large-scale radiological image datasets did not show the expected performance advantage over pretraining on general-purpose datasets. …”
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