Publications
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 article
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 article
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 articleTOGAI (Transforming Global Health with AI)
2020
Uncertainty Estimation in Deep 2D Echocardiography Segmentation
Lavsen Dahal, Aayush Kafle, Bishesh Khanal
2020
2020
Ensemble U-Net model for efficient polyp segmentation
MediaEval (2020)., 2020
Workshop & Challenges
2020
Determining the Acceptability of Abstract Arguments with Graph Convolutional Networks
Lars Malmqvist, Tommy Yuan, Peter Nightingale, Suresh Manandhar
SAFA@ COMMA (2020) (pp. 47-56)., 2020
Peer Reviewed Workshop article
2019
Automatic Cobb Angle Detection using Vertebra Detector and Vertebra Corners Regression
Bidur Khanal, Lavsen Dahal, Prashant Adhikari, Bishesh Khanal
Computational Methods and Clinical Applications for Spine Imaging: 6th International Workshop and Challenge, CSI (2019), Shenzhen, China, (October 17, 2019), Proceedings 6. Springer International Publishing (2020)., 2019
Workshop & ChallengesTOGAI (Transforming Global Health with AI)
2019
Image Reconstruction in a Manifold of Image Patches: Application to Whole-fetus Ultrasound Imaging
Alberto Gomez, Veronika Zimmer, Nicolas Toussaint, Robert Wright, James R. Clough, Bishesh Khanal, Milou Van Poppel, Emily Skelton, Jackie Matthews, and Julia A. Schnabel
Machine Learning for Medical Image Reconstruction: Second International Workshop, MLMIR (2019), Held in Conjunction with MICCAI (2019), Shenzhen, China, (October 17, 2019), Proceedings. Cham: Springer International Publishing, (2019)., 2019
Peer Reviewed Workshop articleTOGAI (Transforming Global Health with AI)
2019
Towards whole placenta segmentation at late gestation using multi-view ultrasound images
Zimmer, Veronika and Gomez, Alberto and Skelton, Emily and Toussaint, Nicolas and Zhang, Tong and, Bishesh Khanal, and Wright, Robert and Noh, Yohan and Ho, Alison and Matthew, Jacqueline and Schnabel, Julia
Medical Image Computing and Computer Assisted Intervention–MICCAI (2019): 22nd International Conference, Shenzhen, China, (October 13–17, 2019), Proceedings, Part V 22. Springer International Publishing, (2019)., 2019
Peer Reviewed Conference articleTOGAI (Transforming Global Health with AI)