Ashfaq Ahmad

Deep-AntiFP: Prediction of antifungal peptides using distanct multi-informative features incorporating with deep neural networks

Ashfaq Ahmad, Shahid Akbar, Salman Khan et al. · Chemometrics and Intelligent Laboratory Systems · 2020 · 101 citations

Life Sciences, Bioinformatics, Microbiology +12

iAtbP-Hyb-EnC: Prediction of antitubercular peptides via heterogeneous feature representation and genetic algorithm based ensemble learning model

Shahid Akbar, Ashfaq Ahmad, Maqsood Hayat et al. · Computers in Biology and Medicine · 2021 · 101 citations

Engineering, Bioinformatics, Medicinal Chemistry +16

iAFPs-EnC-GA: Identifying antifungal peptides using sequential and evolutionary descriptors based multi-information fusion and ensemble learning approach

Ashfaq Ahmad, Shahid Akbar, Muhammad Tahir et al. · Chemometrics and Intelligent Laboratory Systems · 2022 · 84 citations

Pharmacy, Bioinformatics, Medicinal Chemistry +14

ACP-2DCNN: Deep learning-based model for improving prediction of anticancer peptides using two-dimensional convolutional neural network

Ali Ghulam, Farman Ali, Rahu Sikander et al. · Chemometrics and Intelligent Laboratory Systems · 2022 · 69 citations

Pharmacy, Bioinformatics, Oncology +11

Prediction of Antiviral peptides using transform evolutionary & SHAP analysis based descriptors by incorporation with ensemble learning strategy

Shahid Akbar, Farman Ali, Maqsood Hayat et al. · Chemometrics and Intelligent Laboratory Systems · 2022 · 58 citations

Pharmacy, Bioinformatics, Medicinal Chemistry +14