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Author

Tripti Singh

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Open access Oct 2026

BCIW-Net: Boundary-Conditioned Adaptive CT Windowing for Hepatocellular Carcinoma Segmentation

Background/Objectives: Hepatocellular carcinoma (HCC) is the most common primary liver malignancy, and accurate tumour segmentation in contrast-enhanced computed tomography is essential for treatment planning, assessment of ablation margins, and post-treatment evaluation. Existing deep learning methods typically use fi...

Tripti Singh, Julia Rebecca Kampel, F. Akram et al. · 0 citations
Open access Sep 2026

Machine Learning-Enabled Quality Analytics for Higher Education: A Multi-Dimensional Classification and Decision-Support Framework

Higher education institutions generate heterogeneous information through curriculum processes, teaching-learning activities, learning resources, student support, research and extension, internal quality assurance, and learner engagement. Converting these heterogeneous signals into actionable quality intelligence is a c...

Tripti Singh · 0 citations

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