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CADxPolydetect: a clinically explainable hybrid deep learning system for multi-class colorectal lesion detection

Akella S Narasimha Raju1, Shaik Jakeer Hussain2, M Rajababu3

  • 1Department of Computing Technologies, School of Computing, College of Engineering & Technology, SRM Institute of Science and Technology, Kattankulathur, Chennai, Tamilnadu, 603203, India. akella.raju@gmail.com.

BMC Medical Informatics and Decision Making
|September 27, 2025
PubMed
Summary

No abstract available in PubMed .

Keywords:
CADxPolyDetectColorectal cancerConvolutional neural networks (CNN)Deep learningDiagnostic accuracyGenerative adversarial networks (GAN)Grad-CAMImage augmentationSupport vector machine (SVM)Synthetic Minority Over-Sampling Technique (SMOTE)Transformer networks

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