Automated analysis of dermoscopic images can support the assessment of skin lesions; however, reliable multi-class classification remains challenging due to visual similarity among diagnoses, class imbalance, and variations across image sources. This study presents a Vision Transformer (ViT-B/16)-based pipeline for sev...
Wasim Habib, S. Siddiqui, Bilal Ur Rehman et al.· International Journal of Inn...· 0 citations
Results demonstrate the functional operation of the sensing, communication, cloud-processing, decision, and visualisation stages of the low-cost IoT-based transformer-to-consumer comparative monitoring system, but structured measurement-error statistics, packet-delivery reliability, precise end-to-end response time, an...
Hashir Qayum, N. Ayub, Gulzar Ahmad et al.· International Journal of Inn...· 0 citations
The results confirm the effectiveness of ensemble learning approaches for medical diagnostics and highlight the potential of implementing ML-based screening tools in the limited resource healthcare environment in Pakistan.
Awais Khursheed, Soban Ahmed, Sibghat Ullah et al.· International Journal of Inn...· 0 citations
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