Homomorphic Encryption and Federated Learning based Privacy-Preserving CNN Training: COVID-19 Detection Use-Case

Febrianti Wibawa, Ferhat Özgür Çatak, Murat Kuzlu, +2

Artificial IntelligencePrivacy ProtectionEngineeringMachine LearningInformation Security +16

The Enlightening Role of Explainable Artificial Intelligence in Chronic Wound Classification

Salih Sarp, Murat Kuzlu, Emmanuel Wilson, +2

Electronics

Artificial IntelligenceEngineeringMachine LearningIntelligent DiagnosticsChronic Wound Classification +19

Digital Twin in Healthcare: A Study for Chronic Wound Management

Salih Sarp, Murat Kuzlu, Yanxiao Zhao, +1

IEEE Journal of Biomedical and Health Informatics

Artificial IntelligenceEngineeringMachine LearningIntelligent DiagnosticsRemote Patient Monitoring +22

An XAI approach for COVID-19 detection using transfer learning with X-ray images

Salih Sarp, Ferhat Özgür Çatak, Murat Kuzlu, +5

Heliyon

An Interpretable Solar Photovoltaic Power Generation Forecasting Approach Using An Explainable Artificial Intelligence Tool

Salih Sarp, Murat Kuzlu, Ümit Cali, +2

Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolPhotovoltaic System +17

BFV-Based Homomorphic Encryption for Privacy-Preserving CNN Models

Febrianti Wibawa, Ferhat Özgür Çatak, Salih Sarp, +1

Cryptography

Artificial IntelligencePrivacy ProtectionEngineeringMachine LearningInformation Security +16

The Rise of Generative Artificial Intelligence in Healthcare

Murat Kuzlu, Zhenxin Xiao, Salih Sarp, +3

Biomedical Artificial IntelligenceGenerative Artificial IntelligenceArtificial IntelligenceEngineeringData Science +13

Detecting Floodwater on Roadways from Image Data Using Mask-R-CNN

Salih Sarp, Murat Kuzlu, Mecit Cetin, +2

Convolutional Neural NetworkImage ClassificationMachine VisionImage AnalysisSimultaneous Object Detection +12

A Highly Transparent and Explainable Artificial Intelligence Tool for Chronic Wound Classification: XAI-CWC

Salih Sarp, Murat Kuzlu, Emmanuel Wilson, +2

Preprints.org

Artificial IntelligenceEngineeringMachine LearningIntelligent DiagnosticsChronic Wound Classification +16

Simultaneous wound border segmentation and tissue classification using a conditional generative adversarial network

Salih Sarp, Murat Kuzlu, Manisa Pipattanasomporn, +1

The Journal of Engineering