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6 Result(s)

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  1. Article

    Open Access

    Enhancing NSCLC recurrence prediction with PET/CT habitat imaging, ctDNA, and integrative radiogenomics-blood insights

    While we recognize the prognostic importance of clinicopathological measures and circulating tumor DNA (ctDNA), the independent contribution of quantitative image markers to prognosis in non-small cell lung ca...

    Sheeba J. Sujit, Muhammad Aminu, Tatiana V. Karpinets… in Nature Communications (2024)

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  2. No Access

    Article

    Effective Dimensionality Reduction Using Kernel Locality Preserving Partial Least Squares Discriminant Analysis

    Partial least squares discriminant analysis (PLS-DA) is one the popular tool for the analysis of data in chemometrics and bioinformatics. As a dimension reduction tool, PLS-DA aims to find a projection of high...

    Muhammad Aminu, Noor A. Ahmad in Bulletin of the Malaysian Mathematical Sciences Society (2023)

  3. Article

    Open Access

    Efficacy and clinicogenomic correlates of response to immune checkpoint inhibitors alone or with chemotherapy in non-small cell lung cancer

    The role of combination chemotherapy with immune checkpoint inhibitors (ICI) (ICI-chemo) over ICI monotherapy (ICI-mono) in non-small cell lung cancer (NSCLC) remains underexplored. In this retrospective study...

    Lingzhi Hong, Muhammad Aminu, Shenduo Li, Xuetao Lu… in Nature Communications (2023)

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  4. No Access

    Chapter and Conference Paper

    Cellular Architecture on Whole Slide Images Allows the Prediction of Survival in Lung Adenocarcinoma

    Pathology is the gold standard for cancer diagnosis. Numerous studies aim to automate the diagnosis based on digital slides, yet its prognostic utilities lack adequate investigation. Besides the inherent diffi...

    **jun Chen, Maliazurina B. Saad… in Computational Mathematics Modeling in Canc… (2022)

  5. No Access

    Chapter and Conference Paper

    Hierarchical Phenoty** and Graph Modeling of Spatial Architecture in Lymphoid Neoplasms

    The cells and their spatial patterns in the tumor microenvironment (TME) play a key role in tumor evolution, and yet the latter remains an understudied topic in computational pathology. This study, to the best...

    **jun Chen, Muhammad Aminu… in Medical Image Computing and Computer Assis… (2021)

  6. No Access

    Article

    Permanent of a rhotrix

    The permanent is a matrix function introduced (independently) by Cauchy and Binet and a number of results have so far been proved. In this paper, we extend the concept of permanent into rhotrix and also presen...

    Abdulhadi Aminu, Muhammad Aminu, M. Z. Ringim in Afrika Matematika (2017)