no code implementations • 20 Mar 2023 • Partho Ghosh, Md. Aynal Haque
The results show that the proposed deep learning-based model that uses the 1D representations of targets and drugs is an effective approach for drug target binding affinity prediction and it does not require additional chemical domain knowledge to work with.
1 code implementation • 6 Nov 2022 • Partho Ghosh, Md. Abrar Istiak, Mir Sayeed Mohammad, Swapnil Saha, Uday Kamal
Successful identification of blood vessel blockage is a crucial step for Alzheimer's disease diagnosis.
no code implementations • 19 Aug 2020 • Asif Shahriyar Sushmit, Partho Ghosh, Md. Abrar Istiak, Nayeeb Rashid, Ahsan Habib Akash, Taufiq Hasan
In comparison to a single-stream network, the proposed two-stream method achieves an absolute improvement of $14. 366\%$ and $10. 324\%$ for averaged F1 score and accuracy, respectively, when average results are compared for three different frame sizes $224\times224$, $112\times112$, and $64\times64$.
no code implementations • 11 Jun 2020 • Partho Ghosh, Md. Abrar Istiak, Nayeeb Rashid, Ahsan Habib Akash, Ridwan Abrar, Ankan Ghosh Dastider, Asif Shahriyar Sushmit, Taufiq Hasan
In the advent of wearable body-cameras, human activity classification from First-Person Videos (FPV) has become a topic of increasing importance for various applications, including in life-logging, law-enforcement, sports, workplace, and healthcare.