Dawa Chyophel Lepcha

About

Postdoctoral Research Fellow at the Graduate Institute of Biomedical Informatics, Taipei Medical University, Taiwan. His research spans explainable AI, deep learning, computer vision, medical image analysis, natural language processing, and clinical AI for neurodegenerative disease, with a particular focus on developing trustworthy AI frameworks that bridge methodological innovation with real-world healthcare deployment. He has contributed to advancing image processing, super-resolution, image fusion, and CT denoising methodologies, and is currently engaged in building per-patient explainability and harmonisation validation frameworks for Alzheimer's disease neuroimaging. Active contributor to the SmartCHANGE Horizon Europe project (Grant No. 101080965).

Employment

Employment history is unavailable.

Education

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Projects & Funding

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Publications (33)

• SalFuseFormer: A saliency-guided fusion transformer framework for clinically motivated multi-modal medical image fusion
  Biomedical Signal Processing and Control 2027 DOI: 10.1016/j.bspc.2026.111701
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• Biomarker fidelity score: A quantitative framework for individual-level validation of explainability methods in 3D Alzheimer’s disease MRI classification
  2026 DOI: 10.64898/2026.08.15.744687
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• Agentic Artificial Intelligence for Information Fusion
  Dawa Chyophel Lepcha, Aaliya Ali, Bhawna Goyal +4 more
  Journal of Organizational and End User Computing 2026 DOI: 10.4018/JOEUC.418738
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• Recent Advances in Medical Image Analysis Using Deep Learning: A Survey
  Bhawna Goyal, Ayush Dogra, Dawa Chyophel Lepcha

  +4 more

  • Ahmed Hussein Alkhayyat
  • Murari Devakannan Kamalesh
  • Sarbeswara Hota
  • Ritu Sharma
  National Academy Science Letters 2026 DOI: 10.1007/s40009-026-02227-2
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• An efficient underwater image enhancement framework using optimized color correction and texture restoration
  Dawa Chyophel Lepcha, Bhawna Goyal, Ayush Dogra +4 more
  Measurement 2026 DOI: 10.1016/j.measurement.2025.119649
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• Underwater image enhancement using colour balancing and morphological residual processing through gamma correction
  Dawa Chyophel Lepcha, Bhawna Goyal, Ayush Dogra +5 more
  SCIENTIFIC REPORTS 2026 DOI: 10.1038/S41598-025-33170-9
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• Deep Learning in Medical Image Analysis: A Comprehensive Review of Algorithms, Trends, Applications, and Challenges
  CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES 2025 DOI: 10.32604/CMES.2025.070964
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• Low-dose computed tomography image denoising using pixel level non-local self-similarity prior with non-local means for healthcare informatics
  SCIENTIFIC REPORTS 2025 DOI: 10.1038/S41598-025-10139-2
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• Effective image fusion strategies in scientific signal processing disciplines: Application to cancer and carcinoma treatment planning
  Ayush Dogra, Bhawna Goyal, Dawa Chyophel Lepcha +4 more
  PLOS ONE 2024 DOI: 10.1371/journal.pone.0301441
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• A Robust Medical Image Fusion Based on Synthetic Focusing Degree Criterion and Special Kernel Set for Clinical Diagnosis
  Dawa Chyophel Lepcha, Bhawna Goyal, Ayush Dogra +3 more
  Journal of Computer Science 2024 DOI: 10.3844/jcssp.2024.389.399
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• Detailed-based dictionary learning for low-light image enhancement using camera response model for industrial applications
  Bhawna Goyal, Ayush Dogra, Ammar A. Jalamneh +4 more
  SCIENTIFIC REPORTS 2024 DOI: 10.1038/S41598-024-64421-W
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• Multimodality Medical Image Fusion Based on Pixel Significance with Edge-Preserving Processing for Clinical Applications
  Bhawna Goyal, Ayush Dogra, Dawa Chyophel Lepcha +4 more
  Computers, Materials & Continua 2024 DOI: 10.32604/cmc.2024.047256
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• Computational Methods for Analysing Biometric Systems
  2023 3rd International Conference on Technological Advancements in Computational Sciences (ICTACS) 2023 DOI: 10.1109/ictacs59847.2023.10390182
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• Recent advances in image dehazing: Formal analysis to automated approaches
  Bhawna Goyal, Ayush Dogra, Dawa Chyophel Lepcha +4 more
  Information Fusion 2023 DOI: 10.1016/j.inffus.2023.102151
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• A constructive non-local means algorithm for low-dose computed tomography denoising with morphological residual processing
  Dawa Chyophel Lepcha, Ayush Dogra, Bhawna Goyal +3 more
  PLOS ONE 2023 DOI: 10.1371/journal.pone.0291911
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• Improving Efficiency of Panel Using Solar Tracker Controlled Through Fuzzy Logic
  2023 International Conference on Sustainable Emerging Innovations in Engineering and Technology (ICSEIET) 2023 DOI: 10.1109/icseiet58677.2023.10303639
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• Evaluation of the Solar Heat Pipe with Aluminium Tube Collector in different Environmental Conditions
  Kamya Pithode, Devendra Singh, Rishabh Chaturvedi +4 more
  2023 3rd Asian Conference on Innovation in Technology (ASIANCON) 2023 DOI: 10.1109/asiancon58793.2023.10269867
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• Dynamic Economic Load Dispatch Problem in Power System Using Iterative Genetic Algorithm
  2023 5th International Conference on Inventive Research in Computing Applications (ICIRCA) 2023 DOI: 10.1109/icirca57980.2023.10220653
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• Cloud Computing Improved Clustering using Intrusion Detection
  2023 International Conference in Advances in Power, Signal, and Information Technology (APSIT) 2023 DOI: 10.1109/apsit58554.2023.10201751
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• A deep journey into image enhancement: A survey of current and emerging trends
  Dawa Chyophel Lepcha, Bhawna Goyal, Ayush Dogra +2 more
  Information Fusion 2023 DOI: 10.1016/j.inffus.2022.12.012
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