Search Results for author: Jie Chuai

Found 5 papers, 2 papers with code

FM-OSD: Foundation Model-Enabled One-Shot Detection of Anatomical Landmarks

1 code implementation7 Jul 2024 Juzheng Miao, Cheng Chen, Keli Zhang, Jie Chuai, Quanzheng Li, Pheng-Ann Heng

By using solely a single template image, our method demonstrates significant superiority over strong state-of-the-art one-shot landmark detection methods.

Anatomical Landmark Detection

Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation

1 code implementation7 Jul 2024 Juzheng Miao, Cheng Chen, Keli Zhang, Jie Chuai, Quanzheng Li, Pheng-Ann Heng

To harness the power of foundation models for application in SSL, we propose a cross prompting consistency method with segment anything model (CPC-SAM) for semi-supervised medical image segmentation.

Decoder Image Segmentation +3

Efficient Bayesian Optimization with Deep Kernel Learning and Transformer Pre-trained on Multiple Heterogeneous Datasets

no code implementations9 Aug 2023 Wenlong Lyu, Shoubo Hu, Jie Chuai, Zhitang Chen

Bayesian optimization (BO) is widely adopted in black-box optimization problems and it relies on a surrogate model to approximate the black-box response function.

Bayesian Optimization

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