Jiaqi Lv
About me
Personal Info
I am a second year PhD student under the supervision of Dr Shan Raza.
I graduated with an MEng degree in Computer Science from the University of Warwick in 2023.
Email: jiaqi.lv@warwick.ac.uk
Office: CS3.02, Department of Computer Science
Research Interests
I'm interested in the development and application of deep learning for the analysis of the tumour micro-environment.
Research Projects
Some of my projects:
- Segmentation of Blood Vessels from H&E Stained Whole-Slide Images.
- Automated Assessment of Tumour-Infiltrating Lymphocytes from H&E Whole-Slide Images.
- MONKEY Grand Challenge:Link opens in a new window Lymphocytes and Monocytes Detection from PAS-Stained Whole-Slide Images. Led the TIAKong team to achieve 1st place in overall detection and 2nd place in subtype classification.
- PUMA Grand Challenge:Link opens in a new window Tissue segmentation and Cell Detection from H&E Images of Advanced Melanoma. Led the TIAKong team to achieve 1st place in Track 1 and joint 1st place in Track 2.
- 2025 MIDOG Grand Challenge: Mitosis Detection from H&E Images. Co-Led the TIAKong team to achieve 1st place in mitosis detection and 2nd place in atypical mitotic figures classification.
- Chimera Grand Challenge: Contributed to TIA-Pegasus team to achieved 1st place in track 1 prostate cancer biochemical recurrence prediction.
Other Interests
I am also interesting in varies software and web applications development.
I have been contributing to the TIAToolBox, a computational pathology toolbox.
Publications
- Deep Learning Based Segmentation of Blood Vessels from H&E Stained Oesophageal Adenocarcinoma Whole-Slide Images.Link opens in a new window (Jiaqi Lv, Stefan S Antonowicz, Shan E Ahmed Raza)
- Leveraging Pathology Foundation Models for Panoptic Segmentation of Melanoma in H&E Images. (
Jiaqi Lv, Yijie Zhu, Carmen Guadalupe Colin Tenorio, Brinder Singh Chohan, Mark Eastwood, Shan E Ahmed Raza)
- MitoDetect++: A Domain-Robust Pipeline for Mitosis Detection and Atypical Subtyping. (Esha Sadia Nasir, Jiaqi Lv, Mostafa Jahanifar, Shan E Ahmed Raza)
- ModalSurv: A Multimodal Deep Survival Framework for Prostate and Bladder Cancer. (Noorul Wahab, Ethar Alzaid, Jiaqi Lv, Adam Shephard, Shan E Ahmed Raza)
Teaching Assistant
2022-2023:
- CS118 Programming for Computer Scientists
- CS126 Design of Information Structures
2023-2024:
- CS262 Logic and Verification
- CS435 Advanced Computer Security
- CS904 Computational Biology
2024-2025:
- CS435 Advanced Computer Security
- CS324 Computer Graphics
- CS424: Computational Biology
2025-2026:
- CS435 Advanced Computer Security