Javier A. Montoya‐Zegarra

Universidad Técnica Particular de Loja — EC

Computer Science · Physical Sciences

14h-index848citations37works1.62yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(11), Image Retrieval and Classification Techniques(8), Medical Image Segmentation Techniques(7), Automated Road and Building Extraction(7), AI in cancer detection(5)

Publications37 total

DNA-Prior: Unsupervised Denoise Anything via Dual-Domain Prior
arXiv (Cornell University)·2025Open Access
Implicit U-KAN2.0: Dynamic, Efficient and Interpretable Medical Image Segmentation
Lecture notes in computer science·2025
DS Generative AI for Supporting Teaching Activities
2025
Implicit U-KAN2.0: Dynamic, Efficient and Interpretable Medical Image Segmentation
ArXiv.org·2025Open Access
Real World Music Object Recognition
Transactions of the International Society for Music Information Retrieval·2024· 8 citedOpen Access
Mitigation of motion‐induced artifacts in cone beam computed tomography using deep convolutional neural networks
Medical Physics·2023· 14 citedOpen Access
Polyp2Seg: Improved Polyp Segmentation with Vision Transformer
Lecture notes in computer science·2022· 11 cited
PrepNet: A Convolutional Auto-Encoder to Homogenize CT Scans for Cross-Dataset Medical Image Analysis
2021 14th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)·2021· 9 cited
BORDE: Boundary and Sub-Region Denormalization for Semantic Brain Image Synthesis
2021· 2 cited
PrepNet : a convolutional auto-encoder to homogenize CT scans for cross-dataset medical image analysis
arXiv (Cornell University)·2021· 1 citedOpen Access
Domain Adaption for Homogenizing CT Scans using Auto-Encoders for Cross-Dataset Medical Image Analysis
2021
PrepNet: A Convolutional Auto-Encoder to Homogenize CT Scans for Cross-Dataset COVID-19 Diagnosis
2021
Deep learning-level melanoma detection by interpretable machine learning and imaging biomarker cues
Journal of Biomedical Optics·2020· 19 citedOpen Access
Long-Range Decoder Skip Connections: Exploiting Multi-Context Information for Cardiac Image Segmentation
2019· 2 cited
A Distinct Role of the Autonomic Nervous System in Modulating the Function of Lymphatic Vessels under Physiological and Tumor-Draining Conditions
Cell Reports·2019· 53 citedOpen Access
Mechanisms of Tumor-Induced Lymphovascular Niche Formation in Draining Lymph Nodes
Cell Reports·2018· 81 citedOpen Access
AutoTube: a novel software for the automated morphometric analysis of vascular networks in tissues
Angiogenesis·2018· 69 citedOpen Access
Solar concentrating dishes based on elastic and elasto-plastic membranes
2018
Modeling Local and Global Context Information for Aerial Image Labeling
Repository for Publications and Research Data (ETH Zurich)·2016Open Access
High-concentration solar dishes based on pneumatic reflecting membranes
Solar Energy·2015· 10 cited
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Frequent Co-authors

Konrad Schindler(8), Ricardo da Silva Torres(8), Alexandre X. Falcão(8), Neucimar J. Leite(7), Thilo Stadelmann(6), Jan Dirk Wegner(5), Mohammadreza Amirian(5), Ahmet Selman Bozkır(4), Marco Calandri(4), Friedhelm Schwenker(4), Michael Detmar(3), Ľubor Ladický(3), João Paulo Papa(3), Thiago V. Spina(3), Chun-Wun Cheng(3), Yanqi Cheng(3), Carola‐Bibiane Schönlieb(3), Angelica I. Avilés-Rivero(3), Simon F. Noerrelykke(2), Erica Russo(2)