36 citations · 38 across the 5 of their papers we have counts for
7 papers
LightHybridNet: A Lightweight Hybrid Deep Learning Framework for Efficient Multi-Label Ophthalmic Disease Classification in Imbalanced Fundus Images
Hem Raj Dadral Najam Ul Hasan, Naveed Ejaz, Muhammad Aslam Jarwar
Eye diseases are a major global cause of blindness and vision impairment, highlighting the need for accurate and early diagnosis to prevent further deterioration. Despite advances…
Towards Modality-Agnostic Seizure Classification: A Unified Deep Learning Framework for Heterogeneous EEG and Intracranial EEG Signals
Ramya Sundaram, Muhammad Aslam Jarwar, M Uma +2
Seizure prediction and detection, essential for clinical treatment of epilepsy, remain the crucial task of this neurological disease. EEG and iEEG are widely used to analyze epilep…
Get your Foes Fooled: Proximal Gradient Split Learning for Defense against Model Inversion Attacks on IoMT data
Sunder Ali Khowaja, Ik Hyun Lee, Kapal Dev +2
The past decade has seen a rapid adoption of Artificial Intelligence (AI), specifically the deep learning networks, in Internet of Medical Things (IoMT) ecosystem. However, it has…
Provenance, Anonymisation and Data Environments: a Unifying Construction
Muhammad Aslam Jarwar, Adriane Chapman, Mark Elliot +1
The Anonymisation Decision-making Framework (ADF) operationalizes the risk management of data exchange between organizations, referred to as "data environments". The second edition…
Microservices based Framework to Support Interoperable IoT Applications for Enhanced Data Analytics
Sajjad Ali, Muhammad Aslam Jarwar, Ilyoung Chong
Internet of things is growing with a large number of diverse objects which generate billions of data streams by sensing, actuating and communicating. Management of heterogeneous Io…
Microservices based Linked Data Quality Model for Buildings Energy Management Services
Muhammad Aslam Jarwar, Sajjad Ali, Ilyoung Chong
During the production, distribution, and consumption of energy, a large quantity of data is generated. For efficiently using of energy resources other supplementary data such as bu…