Yun Gu
- STU-Net: Scalable and Transferable Medical Image Segmentation Models Empowered by Large-Scale Supervised Pre-training
2023/04/13 by Ziyan Huang, Huang, Ziyan, Haoyu Wang +19 · 22 citations
Medicine · Engineering · #COVID-19 diagnosis using AI #Radiomics and Machine Learning in Medical Imaging #Medical Imaging and Analysis
- The TopCoW Challenge -- Topology-Aware Circle of Willis Segmentation for CT and MR Angiography
2023/12/29 by Kaiyuan Yang, Fabio Musio, Yang, Kaiyuan +225 · 17 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #cs.CV #cs.LG #q-bio.QM #q-bio.TO
- AirwayNet: A Voxel-Connectivity Aware Approach for Accurate Airway Segmentation Using Convolutional Neural Networks
2019/07/16 by Yulei Qin, Qin, Yulei, Mingjian Chen +14 · 4 citations
Computer Science · Medicine · #Speech Recognition and Synthesis #Voice and Speech Disorders #Obstructive Sleep Apnea Research
- Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models
2024/08/04 by Yulei Qin, Qin, Yulei, Yuncheng Yang +17 · 8 citations
Computer Science · #Natural Language Processing Techniques
- Learning Tubule-Sensitive CNNs for Pulmonary Airway and Artery-Vein Segmentation in CT
2020/12/10 by Yulei Qin, Hao Zheng, Qin, Yulei +14 · 3 citations
Medicine · Physics and Astronomy · #Airway Management and Intubation Techniques #Atomic and Subatomic Physics Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #electronic engineering #information engineering
- Alleviating Class-wise Gradient Imbalance for Pulmonary Airway Segmentation
2020/11/24 by Hao Zheng, Yulei Qin, Zheng, Hao +11 · 2 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Obstructive Sleep Apnea Research #Speech Recognition and Synthesis #Voice and Speech Disorders #electronic engineering #information engineering
- Learning with Explicit Shape Priors for Medical Image Segmentation
2023/03/31 by Xin You, You, Xin, Junjun He +5 · 3 citations
Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
- Pick the Best Pre-trained Model: Towards Transferability Estimation for Medical Image Segmentation
2023/07/22 by Yuncheng Yang, Meng Wei, Yang, Yuncheng +9 · 2 citations
Computer Science · Engineering · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
- Stereo Endoscopic Image Super-Resolution Using Disparity-Constrained Parallel Attention
2020/03/19 by Tianyi Zhang, Zhang, Tianyi, Yun Gu +7 · 1 citation
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
2025/08/28 by Mingjun Hu, Hu, Ming, Chenglong Ma +214 · 9 citations
Computer Science · Materials Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
- Re-thinking and Re-labeling LIDC-IDRI for Robust Pulmonary Cancer Prediction
2022/07/28 by Hanxiao Zhang, Gu Xiao, Zhang, Hanxiao +15 · 1 citation
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Lung Cancer Treatments and Mutations #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- AC-Norm: Effective Tuning for Medical Image Analysis via Affine Collaborative Normalization
2023/07/28 by Chuyan Zhang, Zhang, Chuyan, Yuncheng Yang +5 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- Accurate Airway Tree Segmentation in CT Scans via Anatomy-aware Multi-class Segmentation and Topology-guided Iterative Learning
2023/06/15 by Puyang Wang, Wang, Puyang, Dazhou Guo +19 · 1 citation
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Music and Audio Processing #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- SLoRD: Structural Low-Rank Descriptors for Shape Consistency in Vertebrae Segmentation
2024/07/11 by Xin You, You, Xin, Yixin Lou +7 · 2 citations
Arts and Humanities · Dentistry · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Dental Radiography and Imaging #FOS: Computer and information sciences #FOS: Electrical engineering #Forensic Anthropology and Bioarchaeology Studies #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #electronic engineering #information engineering