Dr Chaitanya Kaul

  • Research Associate (School of Computing Science)

email: Chaitanya.Kaul@glasgow.ac.uk

SAWB 320, School of Computing Science, 18 Lilybank Gardens, Glasgow, G12 8RZ

Research interests

Explainable AI

Privacy in AI

2D and 3D Medical Image Analysis

3D shape analysis

 

Publications

List by: Type | Date

Jump to: 2022 | 2021 | 2019
Number of items: 7.

2022

Tragakis, A., Kaul, C., Murray-Smith, R. and Husmeier, D. (2022) The Fully Convolutional Transformer for Medical Image Segmentation. In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV2023), Waikoloa, Hawaii, 3-7 January 2023, (Accepted for Publication)

Kaul, C., Mitton, J., Dai, H. and Murray-Smith, R. (2022) Convolutional Point Transformer. In: 16th Asian Conference on Computer Vision (ACCV2022), Macau SAR, China, 4-8 December 2022, (Accepted for Publication)

2021

Jia, Y., Kaul, C., Lawton, T., Murray-Smith, R. and Habli, I. (2021) Prediction of weaning from mechanical ventilation using Convolutional Neural Networks. Artificial Intelligence in Medicine, 117, 102087. (doi: 10.1016/j.artmed.2021.102087)

Kaul, C., Pears, N., Dai, H., Murray-Smith, R. and Manandhar, S. (2021) Focusnet++: attentive aggregated transformations for efficient and accurate medical image segmentation. In: IEEE 18th International Symposium on Biomedical Imaging (ISBI), Nice, France, 13-16 April 2021, pp. 1042-1046. ISBN 9781665412469 (doi: 10.1109/ISBI48211.2021.9433918)

Kaul, C., Pears, N., Dai, H., Murray-Smith, R. and Manandhar, S. (2021) Penalizing small errors using an Adaptive Logarithmic Loss. In: Del Bimbo, A., Cucchiara, R., Sclaroff, S., Farinella, G. M., Mei, T., Bertini, M., Escalante, H. J. and Vezzani, R. (eds.) Pattern Recognition. ICPR International Workshops and Challenges. Series: Lecture Notes in Computer Science, 12661. Springer: Cham, pp. 368-375. ISBN 9783030687632 (doi: 10.1007/978-3-030-68763-2_28)

Kaul, C., Pears, N. and Manandhar, S. (2021) FatNet: feature-attentive network for 3D point cloud processing. In: 25th International Conference on Pattern Recognition (ICPR), Milan, Italy, 10-15 January 2021, pp. 7211-7218. ISBN 9781728188089 (doi: 10.1109/ICPR48806.2021.9412731)

2019

Kaul, C., Manandhar, S. and Pears, N. (2019) Focusnet: an attention-based fully convolutional network for medical image segmentation. In: IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), Venice, Italy, 8-11 April 2019, pp. 455-458. ISBN 9781538636411 (doi: 10.1109/ISBI.2019.8759477)

This list was generated on Sat Dec 10 05:33:59 2022 GMT.
Number of items: 7.

Articles

Jia, Y., Kaul, C., Lawton, T., Murray-Smith, R. and Habli, I. (2021) Prediction of weaning from mechanical ventilation using Convolutional Neural Networks. Artificial Intelligence in Medicine, 117, 102087. (doi: 10.1016/j.artmed.2021.102087)

Book Sections

Kaul, C., Pears, N., Dai, H., Murray-Smith, R. and Manandhar, S. (2021) Penalizing small errors using an Adaptive Logarithmic Loss. In: Del Bimbo, A., Cucchiara, R., Sclaroff, S., Farinella, G. M., Mei, T., Bertini, M., Escalante, H. J. and Vezzani, R. (eds.) Pattern Recognition. ICPR International Workshops and Challenges. Series: Lecture Notes in Computer Science, 12661. Springer: Cham, pp. 368-375. ISBN 9783030687632 (doi: 10.1007/978-3-030-68763-2_28)

Conference Proceedings

Tragakis, A., Kaul, C., Murray-Smith, R. and Husmeier, D. (2022) The Fully Convolutional Transformer for Medical Image Segmentation. In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV2023), Waikoloa, Hawaii, 3-7 January 2023, (Accepted for Publication)

Kaul, C., Mitton, J., Dai, H. and Murray-Smith, R. (2022) Convolutional Point Transformer. In: 16th Asian Conference on Computer Vision (ACCV2022), Macau SAR, China, 4-8 December 2022, (Accepted for Publication)

Kaul, C., Pears, N., Dai, H., Murray-Smith, R. and Manandhar, S. (2021) Focusnet++: attentive aggregated transformations for efficient and accurate medical image segmentation. In: IEEE 18th International Symposium on Biomedical Imaging (ISBI), Nice, France, 13-16 April 2021, pp. 1042-1046. ISBN 9781665412469 (doi: 10.1109/ISBI48211.2021.9433918)

Kaul, C., Pears, N. and Manandhar, S. (2021) FatNet: feature-attentive network for 3D point cloud processing. In: 25th International Conference on Pattern Recognition (ICPR), Milan, Italy, 10-15 January 2021, pp. 7211-7218. ISBN 9781728188089 (doi: 10.1109/ICPR48806.2021.9412731)

Kaul, C., Manandhar, S. and Pears, N. (2019) Focusnet: an attention-based fully convolutional network for medical image segmentation. In: IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), Venice, Italy, 8-11 April 2019, pp. 455-458. ISBN 9781538636411 (doi: 10.1109/ISBI.2019.8759477)

This list was generated on Sat Dec 10 05:33:59 2022 GMT.