CLIP in Medical Imaging: A Comprehensive Survey

1 code implementation • 12 Dec 2023 • Zihao Zhao, Yuxiao Liu, Han Wu, Yonghao Li, Sheng Wang, Lin Teng, Disheng Liu, Zhiming Cui, Qian Wang, Dinggang Shen

With the aim of facilitating a deeper understanding of this promising direction, this survey offers an in-depth exploration of the CLIP paradigm within the domain of medical imaging, regarding both refined CLIP pre-training and CLIP-driven applications.

DMCNN: A Deep Multiscale Convolutional Neural Network Model for Medical Image Segmentation

no code implementations • Journal of Healthcare Engineering 2019 • Lin Teng, 1Hang Li, 1and Shahid Karim

At present, however, low gray contrast and blurred tissue boundaries are common in medical images, and the segmentation accuracy of medical images cannot be effectively improved.

Data Augmentation Image Segmentation +3