Qianying Liu
Research title: Deep Learning for Health Informatics
Publications
2025
Liu, Qianying, Gu, Xiao, Henderson, Paul ORCID: https://orcid.org/0000-0002-5198-7445, Dai, Hang and Deligianni, Fani
ORCID: https://orcid.org/0000-0003-1306-5017
(2025)
Certainty-guided cross contrastive learning for semi-supervised medical image segmentation.
IEEE Transactions on Biomedical Engineering,
(Accepted for Publication)
2024
Liu, Qianying, Henderson, Paul ORCID: https://orcid.org/0000-0002-5198-7445, Gu, Xiao, Dai, Hang and Deligianni, Fani
ORCID: https://orcid.org/0000-0003-1306-5017
(2024)
Learning Semi-Supervised Medical Image Segmentation from Spatial Registration.
In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2025), Tucson, AZ, USA, 28 February - 4 March 2025,
(Accepted for Publication)
2023
Liu, Qianying, Kaul, Chaitanya, Wang, Jun, Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757, Murray-Smith, Roderick
ORCID: https://orcid.org/0000-0003-4228-7962 and Deligianni, Fani
ORCID: https://orcid.org/0000-0003-1306-5017
(2023)
Optimizing Vision Transformers for Medical Image Segmentation.
In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023), Rhodes, Greece, 4-10 June 2023,
ISBN 9781728163277
(doi: 10.1109/ICASSP49357.2023.10096379)
Liu, Qianying, Gu, Xiao, Henderson, Paul ORCID: https://orcid.org/0000-0002-5198-7445 and Deligianni, Fani
ORCID: https://orcid.org/0000-0003-1306-5017
(2023)
Multi-Scale Cross Contrastive Learning for Semi-Supervised Medical Image Segmentation.
In: 34th British Machine Vision Conference (BMVC 2023), Aberdeen, UK, 20-24 Nov 2023,
Articles
Liu, Qianying, Gu, Xiao, Henderson, Paul ORCID: https://orcid.org/0000-0002-5198-7445, Dai, Hang and Deligianni, Fani
ORCID: https://orcid.org/0000-0003-1306-5017
(2025)
Certainty-guided cross contrastive learning for semi-supervised medical image segmentation.
IEEE Transactions on Biomedical Engineering,
(Accepted for Publication)
Conference Proceedings
Liu, Qianying, Henderson, Paul ORCID: https://orcid.org/0000-0002-5198-7445, Gu, Xiao, Dai, Hang and Deligianni, Fani
ORCID: https://orcid.org/0000-0003-1306-5017
(2024)
Learning Semi-Supervised Medical Image Segmentation from Spatial Registration.
In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2025), Tucson, AZ, USA, 28 February - 4 March 2025,
(Accepted for Publication)
Liu, Qianying, Kaul, Chaitanya, Wang, Jun, Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757, Murray-Smith, Roderick
ORCID: https://orcid.org/0000-0003-4228-7962 and Deligianni, Fani
ORCID: https://orcid.org/0000-0003-1306-5017
(2023)
Optimizing Vision Transformers for Medical Image Segmentation.
In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023), Rhodes, Greece, 4-10 June 2023,
ISBN 9781728163277
(doi: 10.1109/ICASSP49357.2023.10096379)
Liu, Qianying, Gu, Xiao, Henderson, Paul ORCID: https://orcid.org/0000-0002-5198-7445 and Deligianni, Fani
ORCID: https://orcid.org/0000-0003-1306-5017
(2023)
Multi-Scale Cross Contrastive Learning for Semi-Supervised Medical Image Segmentation.
In: 34th British Machine Vision Conference (BMVC 2023), Aberdeen, UK, 20-24 Nov 2023,