Preetham Kumar

Employment

• Manipal Institute of Technology Professor
  2014 - Present

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (46)

• Fine Tuning RETFound with Clinically Guided Foveal ROI for Automated DRIL Classification in Diabetic Macular Edema OCT
  Diagnostics 2026 DOI: 10.3390/diagnostics16111654
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• U-Net Optimization for Hyperreflective Foci Segmentation in Retinal OCT
  Diagnostics 2026 DOI: 10.3390/diagnostics16060853
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• An Automatic Segmentation of Polyp in Colorectal Cancer Using U-Net
  2026 DOI: 10.1007/978-3-032-14531-4_13
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• Corrections to “WBIN-Tree: A Single Scan Based Complete, Compact and Abstract Tree for Discovering Rare and Frequent Itemset Using Parallel Technique”
  IEEE Access 2026 DOI: 10.1109/ACCESS.2026.3714256
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• Weighted Compact Tree for Discovery of Association among Frequent and Rare Attributes
  Journal of Computers, Mechanical and Management 2026 DOI: 10.57159/jcmm.5.3.25437
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• Self-Supervised Representation Learning for Data-Efficient DRIL Classification in OCT Images
  Diagnostics 2025 DOI: 10.3390/diagnostics15243221
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• An automation on polyp detection: A CNN approach for early colorectal cancer
  2025 DOI: 10.1201/9781003739791-4
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• A Comprehensive Review of Deep Learning-Based Retinal Layer Integrity Assessment in Optical Coherence Tomography (OCT)
  IEEE Access 2025 DOI: 10.1109/ACCESS.2025.3632550
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• EndoDSR: Automatic Detection, Segmentation, and Restoration of Artifacts in Helicobacter pylori Infection Using Endoscopic Images
  IEEE Access 2025 DOI: 10.1109/ACCESS.2025.3586736
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• Transformer-Based DME Classification Using Retinal OCT Images Without Data Augmentation: An Evaluation of ViT-B16 and ViT-B32 With Optimizer Impact
  IEEE Access 2025 DOI: 10.1109/ACCESS.2025.3620945
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