Dakai Jin

1. LViT: Language meets Vision Transformer in Medical Image Segmentation
   2022/06/29 by Zihan Li, Li, Zihan, Yunxiang Li +15 · 25 citations
   Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
2. SAM: Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images
   2020/12/04 by Ke Yan, Jinzheng Cai, Yan, Ke +17 · 7 citations
   Engineering · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
3. Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans
   2023/02/01 by Zhanghexuan Ji, Ji, Zhanghexuan, Dazhou Guo +21 · 5 citations
   Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
4. Deep Implicit Statistical Shape Models for 3D Medical Image Delineation
   2021/04/07 by Ashwin Raju, Raju, Ashwin, Shun Miao +9 · 3 citations
   Computer Science · Engineering · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging and Analysis
5. Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration
   2024/02/29 by Tony C. W. Mok, Zi Li, Mok, Tony C. W. +21 · 5 citations
   Computer Science · Engineering · Neuroscience · #AI in cancer detection #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis
6. Learning from Multiple Datasets with Heterogeneous and Partial Labels for Universal Lesion Detection in CT
   2020/09/05 by Ke Yan, Jinzheng Cai, Yan, Ke +17 · 3 citations
   Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging
7. CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation
   2018/06/11 by Dakai Jin, Ziyue Xu, Jin, Dakai +7 · 2 citations
   Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging
8. Lymph Node Gross Tumor Volume Detection in Oncology Imaging via Relationship Learning Using Graph Neural Network
   2020/08/29 by Chun-Hung Chao, Chao, Chun-Hung, Zhuotun Zhu +23 · 2 citations
   Medicine · #Radiomics and Machine Learning in Medical Imaging #Medical Imaging Techniques and Applications #Lung Cancer Diagnosis and Treatment
9. White matter hyperintensity segmentation from T1 and FLAIR images using fully convolutional neural networks enhanced with residual connections
   2018/03/19 by Dakai Jin, Jin, Dakai, Ziyue Xu +5 · 1 citation
   Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Medical Image Segmentation Techniques
10. Lymph Node Gross Tumor Volume Detection and Segmentation via Distance-based Gating using 3D CT/PET Imaging in Radiotherapy
    2020/08/27 by Zhuotun Zhu, Dakai Jin, Zhu, Zhuotun +17 · 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 #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
11. Multi-institutional Validation of Two-Streamed Deep Learning Method for Automated Delineation of Esophageal Gross Tumor Volume using planning-CT and FDG-PETCT
    2021/10/11 by Xianghua Ye, Ye, Xianghua, Dazhou Guo +47 · 1 citation
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Esophageal Cancer Research and Treatment #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging
12. 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