70 citations · 143 across the 7 of their papers we have counts for
4 papers · 1 filter
Investigating Knowledge Distillation Through Neural Networks for Protein Binding Affinity Prediction
Wajid Arshad Abbasi, Syed Ali Abbas, Maryum Bibi +2
The trade-off between predictive accuracy and data availability makes it difficult to predict protein--protein binding affinity accurately. The lack of experimentally resolved prot…
Machine Learning with Abstention for Automated Liver Disease Diagnosis
Kanza Hamid, Amina Asif, Wajid Abbasi +2
This paper presents a novel approach for detection of liver abnormalities in an automated manner using ultrasound images. For this purpose, we have implemented a machine learning m…
Training large margin host-pathogen protein-protein interaction predictors
Abdul Hannan Basit, Wajid Arshad Abbasi, Amina Asif +1
Detection of protein-protein interactions (PPIs) plays a vital role in molecular biology. Particularly, infections are caused by the interactions of host and pathogen proteins. It…
pyLEMMINGS: Large Margin Multiple Instance Classification and Ranking for Bioinformatics Applications
Amina Asif, Wajid Arshad Abbasi, Farzeen Munir +2
Motivation: A major challenge in the development of machine learning based methods in computational biology is that data may not be accurately labeled due to the time and resources…