Danny Z. Chen
- ExcelFormer: A neural network surpassing GBDTs on tabular data
2023/01/07 by Jintai Chen, Jiahuan Yan, Chen, Jintai +10 · 1 voice · 6 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #cs.LG
- Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation
2017/06/15 by Lin Yang, Yang, Lin, Yizhe Zhang +7 · 11 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Algorithms
- T2G-Former: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction
2022/11/30 by Jiahuan Yan, Jintai Chen, Yan, Jiahuan +6 · 8 citations
Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Explainable Artificial Intelligence (XAI)
- Current and future directions in network biology
2023/09/15 by Marinka Zitnik, Marinka Žitnik, Michelle M. Li +40 · 2 voices · 7 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Bioinformatics and Genomic Networks #Advanced Graph Neural Networks #Complex Network Analysis Techniques
- Robust Training of Graph Neural Networks via Noise Governance
2022/11/12 by Siyi Qian, Haochao Ying, Qian, Siyi +10 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation
2022/01/03 by Yixuan Wu, Kuanlun Liao, Wu, Yixuan +10 · 4 citations
Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Advanced Neural Network Applications
- U-Net v2: Rethinking the Skip Connections of U-Net for Medical Image Segmentation
2023/11/29 by Yaopeng Peng, Milan Sonka, Peng, Yaopeng +3 · 4 citations
Engineering · Medicine · Neuroscience · #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #electronic engineering #information engineering
- Flow Field Reduction Via Reconstructing Vector Data From 3-D Streamlines Using Deep Learning
2019/07/01 by Jun Han, Jun Tao, Hao Zheng +3 · 2 citations
- Cascade Decoder: A Universal Decoding Method for Biomedical Image Segmentation
2019/01/15 by Peixian Liang, Liang, Peixian, Jianxu Chen +9 · 2 citations
Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Advanced Neural Network Applications
- ConvFormer: Combining CNN and Transformer for Medical Image Segmentation
2022/11/15 by Pengfei Gu, Gu, Pengfei, Yejia Zhang +5 · 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
- Matroid and Knapsack Center Problems
2013/01/04 by Danny Z. Chen, Jian Li, Chen, Danny Z. +5 · 1 citation
Business, Management and Accounting · Computer Science · #Complexity and Algorithms in Graphs #Data Structures and Algorithms (cs.DS) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #Facility Location and Emergency Management #Optimization and Search Problems
- CC-Net: Image Complexity Guided Network Compression for Biomedical Image Segmentation
2019/01/06 by Suraj Mishra, Peixian Liang, Mishra, Suraj +7 · 1 citation
Computer Science · #AI in cancer detection #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
- Unlabeled Data Guided Semi-supervised Histopathology Image Segmentation
2020/12/17 by Hongxiao Wang, Hao Zheng, Wang, Hongxiao +9 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Cervical Cancer and HPV Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Path-GPTOmic: A Balanced Multi-modal Learning Framework for Survival Outcome Prediction
2024/03/18 by Hongxiao Wang, Yang Yang, Wang, Hongxiao +9 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Machine Learning (cs.LG) #Machine Learning in Healthcare
- ConUNETR: A Conditional Transformer Network for 3D Micro-CT Embryonic Cartilage Segmentation
2024/02/06 by Nishchal Sapkota, Yejia Zhang, Sapkota, Nishchal +19 · 2 citations
Computer Science · Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #Osteoarthritis Treatment and Mechanisms #electronic engineering #information engineering
- SamDSK: Combining Segment Anything Model with Domain-Specific Knowledge for Semi-Supervised Learning in Medical Image Segmentation
2023/08/26 by Yizhe Zhang, Zhang, Yizhe, Tao Zhou +9 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Cutaneous Melanoma Detection and Management #Radiomics and Machine Learning in Medical Imaging
- Spectral U-Net: Enhancing Medical Image Segmentation via Spectral Decomposition
2024/09/13 by Yaopeng Peng, Peng, Yaopeng, Milan Sonka +3 · 2 citations
Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Boosting Medical Image Classification with Segmentation Foundation Model
2024/06/16 by Pengfei Gu, Zihan Zhao, Gu, Pengfei +13 · 2 citations
Neuroscience · #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A Survey on Ordinal Regression: Applications, Advances and Prospects
2025/03/02 by Jinhong Wang, Wang, Jinhong, Jintai Chen +8 · 1 citation
Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Forecasting Techniques and Applications
- AI-Enhanced Virtual Reality in Medicine: A Comprehensive Survey
2024/02/05 by Yixuan Wu, Kaiyuan Hu, Wu, Yixuan +5 · 1 citation
Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- H-EMD: A Hierarchical Earth Mover's Distance Method for Instance Segmentation
2022/06/02 by Peixian Liang, Liang, Peixian, Yizhe Zhang +13 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications