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cs.CV2026
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…
cs.CV2026
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…
cs.CV2026
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…