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Posts by Collection
portfolio
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publications
A novel rule-based recursive stemming algorithm for Nepali Plagiarism Detection
Published in Conference paper, 2019
A rule-based recursive stemming approach for Nepali plagiarism detection.
Recommended citation: A Shah, BK Bal, A Nepal, M Kattel. (2019). "A novel rule-based recursive stemming algorithm for Nepali Plagiarism Detection." Conference paper.
Seamless iterative semi-supervised correction of imperfect labels in microscopy images
Published in MICCAI Workshop on Domain Adaptation and Representation Transfer, 2022
Semi-supervised correction of noisy and missing labels for microscopy image detection.
Recommended citation: M Elbatel, C Bornberg, M Kattel, E Almar, C Marrocco, A Bria. (2022). "Seamless iterative semi-supervised correction of imperfect labels in microscopy images." MICCAI Workshop on Domain Adaptation and Representation Transfer. https://link.springer.com/chapter/10.1007/978-3-031-16852-9_10
Advancing surgical VQA with scene graph knowledge
Published in International Journal of Computer Assisted Radiology and Surgery, 2024
Scene-graph-based reasoning for surgical visual question answering.
Recommended citation: K Yuan, M Kattel, JL Lavanchy, N Navab, V Srivastav, N Padoy. (2024). "Advancing surgical vqa with scene graph knowledge." International Journal of Computer Assisted Radiology and Surgery. https://link.springer.com/article/10.1007/s11548-024-03141-y
Multi-stage CNN for fast registration of 3D preoperative CTs to 2D intraoperative X-rays
Published in International Workshop on Collaborative Intelligence and Autonomy in Image-Guided Surgery, 2025
A fast 3D/2D registration framework for image-guided surgery.
Recommended citation: F Facente, B Billot, V Gopalakrishnan, M Kattel, W Wei, P Golland, H Delingette, N Ayache, P Berthet-Rayne. (2025). "Multi-stage CNN for fast registration of 3D preoperative CTs to 2D intraoperative X-rays." International Workshop on Collaborative Intelligence and Autonomy in Image-Guided Surgery. https://link.springer.com/chapter/10.1007/978-3-032-09784-2_14
Robust rigid MRI-TRUS registration in prostate cancer using attention-CNN and ICP
Published in International Workshop on Advances in Simplifying Medical Ultrasound, 2025
Rigid MRI-TRUS registration for prostate cancer using attention-CNN and ICP.
Recommended citation: M Kattel, B Billot, F Facente, H Delingette, N Ayache. (2025). "Robust rigid MRI-TRUS registration in prostate cancer using attention-CNN and ICP." International Workshop on Advances in Simplifying Medical Ultrasound. https://link.springer.com/chapter/10.1007/978-3-032-06329-8_7
Toward real-time alignment of 3D CT and 2D X-ray with multi-stage CNNs
Published in Computer Assisted Surgery, 2026
A multi-stage CNN approach for faster 3D CT and 2D X-ray alignment.
Recommended citation: F Facente, B Billot, V Gopalakrishnan, M Kattel, W Wei, P Golland, H Delingette, N Ayache, P Berthet-Rayne. (2026). "Toward real-time alignment of 3D CT and 2D X-ray with multi-stage CNNs." Computer Assisted Surgery. https://www.tandfonline.com/doi/abs/10.1080/24699322.2026.2684372
talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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