Benchmarking Encoder-Decoder Architectures for Biplanar X-ray to 3D Shape Reconstruction
Shakya, Mahesh, and Bishesh Khanal. "Benchmarking Encoder-Decoder Architectures for Biplanar X-ray to 3D Bone Shape Reconstruction." (2023)
CV
Education
- B.S. in GitHub, GitHub University, 2012
- M.S. in Jekyll, GitHub University, 2014
- Ph.D in Version Control Theory, GitHub University, 2018 (expected)
Work experience
- Summer 2015: Research Assistant
- Github University
- Duties included: Tagging issues
- Supervisor: Professor Git
- Fall 2015: Research Assistant
- Github University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
Skills
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Publications
From Development to Deployment of AI-Assisted Telehealth and Screening for Vision and Hearing-Threatening Diseases in Resource-Constrained Settings: Field Observations, Challenges and Way Forward
Shakya, Mahesh, Bijay Adhikari, Nirsara Shrestha, Bipin Koirala, Arun Adhikari, Prasanta Poudyal, Luna Mathema, Sarbagya Buddhacharya, Bijay Khatri, and Bishesh Khanal. "From Development to Deployment of AI-Assisted Telehealth and Screening for Vision and Hearing-Threatening Diseases in Resource-Constrained Settings: Field Observations, Challenges and Way Forward." (2026)
Large-Scale Pretraining for Improving Deep Learning-Based Geometric Distortion Correction of Diffusion-Weighted Imaging
Khanal, Saroj, Yashawant Kumar Yadav, Kritam Bhattarai, Jeevan Neupane, Shristi Subedi, Saship Gwachha, Manish Kumar Tiwari, Dong Zhang, Confidence Raymond, Aondona Moses Iorumbur, Udunna Anazodo, Surendra Maharjan, Bishesh Khanal, Mahesh Shakya, and Pralhad Kumar Shrestha. "Large-Scale Pretraining for Improving Deep Learning-Based Geometric Distortion Correction of Diffusion-Weighted Imaging." arXiv:2609.06437 (2026)
Talks
AI and Medical Image Informatics
Talk at Kings College, Kathmandu, onsite
Medical Image Analysis: 2D to 3D Reconstruction
Talk at Kathmandu University, Computational Mathematics Club, Dhulikhel, virtual
OpenScience(OpenCode+OpenData+OpenPaper)
Talk at Sagarmatha HactoberFest 2023, Virtual
Teaching
Service and leadership
- Currently signed in to 43 different slack teams