4 papers
Retinal Disease Classification from Fundus Images using CNN Transfer Learning
Ali Akram
Retinal diseases remain among the leading preventable causes of visual impairment worldwide. Automated screening based on fundus image analysis has the potential to expand access t…
Fuel Consumption Prediction: A Comparative Analysis of Machine Learning Paradigms
Ali Akram
The automotive industry is under growing pressure to reduce its environmental impact, requiring accurate predictive modeling to support sustainable engineering design. This study e…
Zero-Shot Multi-Lingual Speaker Verification in Clinical Trials
Ali Akram, Marija Stanojevic, Malikeh Ehghaghi +1
Due to the substantial number of clinicians, patients, and data collection environments involved in clinical trials, gathering data of superior quality poses a significant challeng…
Factors Affecting the Performance of Automated Speaker Verification in Alzheimer's Disease Clinical Trials
Malikeh Ehghaghi, Marija Stanojevic, Ali Akram +1
Detecting duplicate patient participation in clinical trials is a major challenge because repeated patients can undermine the credibility and accuracy of the trial's findings and r…