70 citations · 143 across the 7 of their papers we have counts for
7 papers
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…
COVIDX: Computer-aided diagnosis of Covid-19 and its severity prediction with raw digital chest X-ray images
Wajid Arshad Abbasi, Syed Ali Abbas, Saiqa Andleeb
Coronavirus disease (COVID-19) is a contagious infection caused by severe acute respiratory syndrome coronavirus-2 (SARS-COV-2) and it has infected and killed millions of people ac…
PANDA: Predicting the change in proteins binding affinity upon mutations using sequence information
Wajid Arshad Abbasi, Syed Ali Abbas, Saiqa Andleeb
Accurately determining a change in protein binding affinity upon mutations is important for the discovery and design of novel therapeutics and to assist mutagenesis studies. Determ…
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…
ISLAND: In-Silico Prediction of Proteins Binding Affinity Using Sequence Descriptors
Wajid Arshad Abbasi, Fahad Ul Hassan, Adiba Yaseen +1
Determination of binding affinity of proteins in the formation of protein complexes requires sophisticated, expensive and time-consuming experimentation which can be replaced with…