Publications
2022
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge
Sharib Ali, Noha Ghatwary, Debesh Jha, Ece Isik-Polat, Gorkem Polat, Chen Yang, Wuyang Li, Adrian Galdran, Miguel-Ángel González Ballester, Vajira Thambawita, Steven Hicks, Sahadev Poudel, Sang-Woong Lee, Ziyi Jin, Tianyuan Gan, ChengHui Yu, JiangPeng Yan, Doyeob Yeo, Hyunseok Lee, Nikhil Kumar Tomar, Mahmood Haithmi, Amr Ahmed, Michael A. Riegler, Christian Daul, Pål Halvorsen, Jens Rittscher, Osama E. Salem, Dominique Lamarque, Renato Cannizzaro, Stefano Realdon, Thomas de Lange, James E. East
2022
2022
Label Geometry Aware Discriminator for Conditional Generative Networks
Suman Sapkota, Bidur Khanal, Binod Bhattarai, Bishesh Khanal, Tae-Kyun Kim
26th International Conference on Pattern Recognition (ICPR). IEEE. August, 2022
Peer-reviewed conference articles
2021
Machine-Learning-Assisted Analysis of Colorimetric Assays on Paper Analytical Devices
Bidur Khanal, Pravin Pokhrel, Bishesh Khanal, Basant Giri
ACS omega 6.49 (2021): 33837-33845., 2021
Peer-reviewed Journal articlesTOGAI (Transforming Global Health with AI)
2021
Iterative deep learning for improved segmentation of endoscopic images
Nikhil Kumar Tomar, Nikhil K Tomar
Nordic Machine Intelligence 1.1 (2021): 38-40., 2021
Workshop & ChallengesCESP (Computational Endoscopy, Surgery & Pathology)
2021
Evaluation and Comparison of Accurate Automated Spinal Curvature Estimation Algorithms with Spinal Anterior-posterior X-Ray Images: The AASCE2019 Challenge
Liansheng Wang, Cong Xie, Yi Lin, Hong-Yu Zhou, Kailin Chen, Dalong Cheng, Florian Dubost, Benjamin Collery, Bidur Khanal, Bishesh Khanal, Rong Tao, Shangliang Xu, Upasana Upadhyay Bharadwaj, Zhusi Zhong, Jie Li, Shuxin Wang, Shuo Li
Medical Image Analysis 72 (2021): 102115., 2021
Peer-reviewed Journal articlesTOGAI (Transforming Global Health with AI)
2021
COVID-19 control strategies and intervention effects in resource limited settings: a modeling study
Kiran Raj Pandey, Anup Subedee, Bishesh Khanal, Bhagawan Koirala
Plos one 16.6 (2021): e0252570., 2021
Peer-reviewed Journal articlesTOGAI (Transforming Global Health with AI)
2021
Visualising Argumentation Graphs with Graph Embeddings and t-SNE
Lars Malmqvist, Tommy Yuan, Suresh Manandhar
2021
Pre-prints
2021
Penalizing small errors using an Adaptive Logarithmic Loss
Chaitanya Kaul, Nick Pears, Hang Dai, Roderick Murray-Smith, Suresh Manandhar
Pattern Recognition. ICPR International Workshops and Challenges (January 10-15, 2021). Proceedings, Part I. Cham: Springer International Publishing,, 2021
Peer-reviewed workshop articles
2021
FatNet: A feature-attentive network for 3D point cloud processing
Chaitanya Kaul, Nick Pears, Suresh Manandhar
25th International conference on pattern recognition (ICPR) (2020). IEEE (2021)., 2021
Peer-reviewed conference articles
2020
Towards automated extraction of 2D standard fetal head planes from 3D ultrasound acquisitions: A clinical evaluation and quality assessment comparison
E Skelton, J Matthew, Y Li, Bishesh Khanal, JJ Cerrolaza Martinez, N Toussaint, C Gupta, C Knight, B Kainz, JV Hajnal, M Rutherford
Radiography 27.2 (2021): 519-526., 2020
Peer-reviewed Journal articlesTOGAI (Transforming Global Health with AI)