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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Tuba Mubarik

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Open access Aug 2026

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

An ensemble model combining EfficientNetB3 and Xception, trained using transfer learning with ImageNet weights with SMOTE-based balancing, offers a reliable solution for automated skin cancer classification.

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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