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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

Siti Kania Kania Kushadiani

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2 papers indexed here

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Conference Sep 2026

Integration Knowledge Distillation with Probabilistic-CAM Pooling for Detection and Classification 14 Types of Lung Disease from Chest X-Ray Images

Accurate automated detection of thoracic diseases from chest X-ray images remains challenging due to subtle interclass differences and complex pathological patterns. This study proposes an interpretable CNN-CNN knowledge distillation framework that integrates Probability Class Activation Map (PCAM) Pooling to improve d...

Alya Dwinanda, Siti Kania Kania Kushadiani, Didin Wahyudin · 0 citations
Conference Sep 2026

Bridging the Glycemic Index (GI) Data Gap in Indonesian Foods using Provenance-Aware Machine Learning

The glycemic index (GI) is a clinically important descriptor of carbohydrate foods, but in-vivo measurement is slow and costly, motivating predictive models based on nutritional composition. Existing models are usually validated on small single-laboratory samples and report near-perfect accuracy that is rarely tested f...

K. Komariah, Revolusi Al-Ghifari, Adrian Dzariat Maulana et al. · 0 citations

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