Pathasst: A generative foundation ai assistant towards artificial general intelligence of pathology

Y Sun, C Zhu, S Zheng, K Zhang, L Sun… - Proceedings of the …, 2024 - ojs.aaai.org
As advances in large language models (LLMs) and multimodal techniques continue to
mature, the development of general-purpose multimodal large language models (MLLMs) …

Benchmarking pathclip for pathology image analysis

S Zheng, X Cui, Y Sun, J Li, H Li, Y Zhang… - Journal of Imaging …, 2024 - Springer
Accurate image classification and retrieval are of importance for clinical diagnosis and
treatment decision-making. The recent contrastive language-image pre-training (CLIP) …

Long-MIL: scaling long contextual multiple instance learning for histopathology whole slide image analysis

H Li, Y Zhang, C Zhu, J Cai, S Zheng… - arXiv preprint arXiv …, 2023 - arxiv.org
Histopathology image analysis is the golden standard of clinical diagnosis for Cancers. In
doctors daily routine and computer-aided diagnosis, the Whole Slide Image (WSI) of …

Semi-supervised Cell Recognition under Point Supervision

Z Shui, Y Zhao, S Zheng, Y Zhang, H Li… - arXiv preprint arXiv …, 2023 - arxiv.org
Cell recognition is a fundamental task in digital histopathology image analysis. Point-based
cell recognition (PCR) methods normally require a vast number of annotations, which is …