Sandesh Pokhrel

Hi! I’m Sandesh Pokhrel, a passionate computer vision researcher at NAAMII under Assistant Professor Dr. Binod Bhattarai. I am working at the forefront of medical imaging and its applications through computer vision and AI. My current research focuses on Out-of-Distribution detection in gastrointestinal vision in various modalities. I am a graduate from Institute of Engineering(IOE), Pulchowk Campus with diverse experience in research as well as industry having worked on various deep learning techniques. I have been acquinted with in out-of-distribution detection, self supervised learning, image and object segmentation, object detection, pose estimation, voice cloning and speech recognition; using these methods to provide software solutions for pressing and practical problems. As personal interests, I enthusiastically follow football, playing as well as analytics and am an avid star gazer on cloudless nights. Looking forward to connecting with you!

latest posts

Dec 27, 2023	The Mouse Math
Feb 27, 2023	Aftermath of CIT
Dec 27, 2022	Children in Technology

selected publications

DEMI, MICCAI

Data Augmentation through Pseudolabels in Automatic Region Based Coronary Artery Segmentation for Disease Diagnosis

Sandesh Pokhrel^*, Sanjay Bhandari^*, Eduard Vazquez, and 2 more authors

arXiv preprint arXiv:2310.05990, 2023

Accepted at DEMI, MICCAI 2024

Bib

@article{pokhrel2023data,
  title = {Data Augmentation through Pseudolabels in Automatic Region Based Coronary Artery Segmentation for Disease Diagnosis},
  author = {Pokhrel, Sandesh and Bhandari, Sanjay and Vazquez, Eduard and Shrestha, Yash Raj and Bhattarai, Binod},
  journal = {arXiv preprint arXiv:2310.05990},
  year = {2023},
  note = {Accepted at DEMI, MICCAI 2024},
}

Convnextv2 fusion with mask R-CNN for automatic region based coronary artery stenosis detection for disease diagnosis

Sandesh Pokhrel^*, Sanjay Bhandari^*, Eduard Vazquez, and 2 more authors

arXiv preprint arXiv:2310.04749, 2023

Runner up at ARCADE, MICCAI 2023

Bib

@article{pokhrel2023convnextv2,
  title = {Convnextv2 fusion with mask R-CNN for automatic region based coronary artery stenosis detection for disease diagnosis},
  author = {Pokhrel, Sandesh and Bhandari, Sanjay and Vazquez, Eduard and Shrestha, Yash Raj and Bhattarai, Binod},
  journal = {arXiv preprint arXiv:2310.04749},
  year = {2023},
  note = {Runner up at ARCADE, MICCAI 2023},
}

DEMI, MICCAI

TTA-OOD: Test-time Augmentation for Improving Out-of-Distribution Detection in Gastrointestinal Vision

Sandesh Pokhrel^*, Sanjay Bhandari^*, Eduard Vazquez, and 3 more authors

arXiv preprint arXiv:2407.14024, 2024

Accepted at DEMI, MICCAI 2024

Bib

@article{pokhrel2024tta,
  title = {TTA-OOD: Test-time Augmentation for Improving Out-of-Distribution Detection in Gastrointestinal Vision},
  author = {Pokhrel, Sandesh and Bhandari, Sanjay and Vazquez, Eduard and Lambrou, Tryphon and Gyawali, Prashnna and Bhattarai, Binod},
  journal = {arXiv preprint arXiv:2407.14024},
  year = {2024},
  note = {Accepted at DEMI, MICCAI 2024},
}