Browsing by Author "Hameed, P.N."

Browsing by Author "Hameed, P.N."

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  • Automated Lip-Reading Recognition Using EfficientNet Architectures 
    Wijerathne, W.S.H.L.; Hameed, P.N.; Herath, D. (Faculty of Science, University of Ruhuna, Matara, Sri Lanka, 2023-01-18)
    Lip-reading recognition focuses on recognizing words spoken by a talking face by only utilizing a video without audio. Lip-reading recognition can help people with difficulties such as communication difficulties caused ...
  • Drug Repositioning Using Sparse Graphs and Subnetwork Identification 
    Hameed, P.N.; Verspoor, K.; Halgamuge, S. (University of Ruhuna, 2021-03-03)
    New drug discovery is a long process that requires a large investment of money and time. Drug repositioning focuses on identifying new therapeutic effects for existing drugs. Computational drug repositioning plays an ...
  • An improved machine learning approach for drug combination-based drug repositioning 
    Maralanda, A.M.M.R.Y.R.; Hameed, P.N. (Faculty of Science, University of Ruhuna, Matara, Sri Lanka, 2022-01-19)
    Introducing a new drug to the market is time-consuming and costly. Therefore, reuse of existing drugs or drug combinations as therapeutics for diseases is identified to be much efficient and useful. This concept is known ...
  • Inferring drug repositioning candidates using subnetwork identification 
    Hameed, P.N.; Verspoor, K.; Halgamuge, S. (Faculty of Science, University of Ruhuna, Matara, Sri Lanka, 2020-01-22)
    Computational drug repositioning can reduce the cost, time and risks of drug development. This study demonstrates the benefits of identifying subnetworks from large-scaled drug similarity networks (DSNs) and the use of ...

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