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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
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Posts
portfolio
Portfolio item number 1
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Portfolio item number 2
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publications
Benchmarking Encoder-Decoder Architectures for Biplanar X-ray to 3D Shape Reconstruction
Published in NeurIPS 2023 Datasets and Benchmark Track, 2023
We provide benchmarking toolkit, including architecture implementations, clinical metric evaluation, benchmarking tasks, data preprocessing utils for Biplanar X-ray to 3D Shape Reconstruction.
Recommended citation: Shakya, Mahesh, and Bishesh Khanal. "Benchmarking Encoder-Decoder Architectures for Biplanar X-ray to 3D Bone Shape Reconstruction." (2023) https://arxiv.org/pdf/2309.13587
talks
AI and Medical Image Informatics
Published:
Showcased our (then) current work in Biplanar X-ray to 3D Bone Shape Reconstruction. Explained what Medical Image Informatics is and how AI and specifically Deep Learning (Learning from Data) has improved the state-of-the-art in Vision tasks. Additionally, described the challenges in bringing these breakthroughs into the clinician’s hands including robustness, uncertainty estimation, out-of-distribution(OOD) issues.
Medical Image Analysis: 2D to 3D Reconstruction
Published:
Showcased our (then) current work in Biplanar X-ray to 3D Bone Shape Reconstruction.
OpenScience(OpenCode+OpenData+OpenPaper)
Published:
Described what we do at NAAMII and how we are committed towards OpenScience. This included my own experience with facing reproducibility issues when exploring relevant literature in Biplanar X-ray to 3D Shape Reconstruction and how we have tried to address that by providing an opensource framework to the community for other researchers to build upon.
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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