5 papers
PEFT-MedSAM: Efficient Fine-Tuning of Medical Foundation Models for Explainable Skin Lesion Segmentation
Asad Channa, Abdullah Khan, Asghar Ali Chandio +4
Automated segmentation of skin lesions using deep learning models for dermoscopic images can be very helpful in finding melanomas earlier than they would normally be detected. Howe…
Multi-Class Brain Tumor Classification Using Advanced Deep Learning Models: A Comparative Study
Asad Channa, Asghar Ali Chandio, Akhtar Hussain Jalbani +2
Despite recent advancements in deep learning, accurately classifying brain tumors from MRI images continues to pose challenges. In this research, we present a comprehensive evaluat…
Ciphera: A Decentralised Biometric Identity Framework
Ankit Kanaiyalal Prajapati, Shahzad Memon, Mohammed Mahir Rahman +1
Centralised biometric identity systems expose users to single points of failure, opaque verification processes, and irreversible biometric compromise. Decentralised Identifiers (DI…
An IoT-Enabled Smart Home Automation System for Energy Efficiency with Web-Based Control
Amaan Ahmed, Mohammed Mahir Rahman, Shahzad Memon +1
This paper illustrates the design and implementation of a smart home automation system for the conservation of energy and user control with the help of environmental sensors and Ra…
Comparative Evaluation of Deep Learning Models for Fake Image Detection
Akhitha Pakala, Mohammed Mahir Rahman, Shahzad Memon +1
The growing sophistication of GAN-based image manipulation presents significant challenges for digital forensics. This study compares the performance of four pretrained CNN archite…