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  • Kvasir-VQA: A Text-Image Pair GI Tract Dataset 

    Gautam, Sushant; Storås, Andrea; Midoglu, Cise; Hicks, Steven; Thambawita, Vajira L B; Halvorsen, Pål; Riegler, Michael Alexander (Chapter; Peer reviewed; Conference object, 2024)
    We introduce Kvasir-VQA, an extended dataset derived from the HyperKvasir and Kvasir-Instrument datasets, augmented with questionand-answer annotations to facilitate advanced machine learning tasks in Gastrointestinal (GI) ...
  • Clinical Decision Support System Used in Spinal Disorders: Scoping Review 

    Toh, Zheng An; Berg, Bjørnar; Han, Qin Yun Claudia; Hey, Hwee Weng Dennis; Pikkarainen, Minna; Grotle, Margreth; He, Hong-Gu (Peer reviewed; Journal article, 2024)
    Background: Spinal disorders are highly prevalent worldwide with high socioeconomic costs. This cost is associated with the demand for treatment and productivity loss, prompting the exploration of technologies to improve ...
  • Micro-and mesoscale aspects of neurodegeneration in engineered human neural networks carrying the LRRK2 G2019S mutation 

    Valderhaug, Vibeke Devold; Ramstad, Ola Huse; van de Wijdeven, Rosanne Francisca; Heiney, Kristine; Nichele, Stefano; Sandvig, Axel; Sandvig, Ioanna (Peer reviewed; Journal article, 2024)
    Mutations in the leucine-rich repeat kinase 2 (LRRK2) gene have been widely linked to Parkinson’s disease, where the G2019S variant has been shown to contribute uniquely to both familial and sporadic forms of the disease. ...
  • Drive-by bridge mode shape identification using novel reference-based component scaling method 

    Demirlioglu, Kültigin; Erduran, Emrah (Peer reviewed; Journal article, 2024)
    This article proposes a novel method, entitled Reference-based Component Scaling (RCS) method, for estimation of bridge mode shapes using vehicle scanning methods. The proposed method uses two instrumented vehicles to ...
  • HITS-based Propagation Paradigm for Graph Neural Networks 

    Khan, Mehak; Borges Moreno e Mello, Gustavo; Habib, Laurence; Engelstad, Paal; Yazidi, Anis (ACM Transactions on Knowledge Discovery from Data;, Peer reviewed; Journal article, 2024)
    In this article, we present a new propagation paradigm based on the principle of Hyperlink-Induced Topic Search (HITS) algorithm. The HITS algorithm utilizes the concept of a “self-reinforcing” relationship of authority-hub. ...

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