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Tuba Mubarik

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Open access Aug 2026

A Framework for Skin Cancer Classification using Ensemble Transfer Learning and Data Fusion

Skin cancer is a serious and growing health problem worldwide. Its cases keep rising every year. Early diagnosis plays a key role in improving survival. Manual diagnosis through visual checks and dermoscopy depends on the doctor's experience. It can also give inconsistent results. Biopsy is the most reliable method. Bu...

Shabib Aftab, Tuba Mubarik, M. A. Saeed · 0 citations
Open access Aug 2026

A Deep Learning Based Framework for Skin Cancer Detection Using a Layered Software Architecture with Transfer Learning

Skin cancer has become a serious public health issue worldwide. The number of cases is rising due to higher UV exposure and changing lifestyle patterns. Early detection is the best way to save lives. However, many areas still lack specialized doctors and equipment needed for a quick diagnosis. In this paper, we develop...

Tuba Mubarik, Shabib Aftab · 0 citations

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