Liansheng Wang
- nnFormer: Interleaved Transformer for Volumetric Segmentation
2021/09/07 by Hong-Yu Zhou, Jiansen Guo, Zhou, Hong-Yu +9 · 32 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
- nnFormer: Volumetric Medical Image Segmentation via a 3D Transformer
2023/01/01 by Hong-Yu Zhou, Jiansen Guo, Yinghao Zhang +4 · 28 citations
Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
- Advancing Radiograph Representation Learning with Masked Record Modeling
2023/01/30 by Hong-Yu Zhou, Chenyu Lian, Zhou, Hong-Yu +5 · 11 citations
Medicine · #COVID-19 diagnosis using AI #Radiomics and Machine Learning in Medical Imaging #Lung Cancer Diagnosis and Treatment
- Openfly: A comprehensive platform for aerial vision-language navigation
2025/02/25 by Yunpeng Gao, Chen‐Hui Li, Gao, Yunpeng +42 · 18 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Robotics (cs.RO) #Robotics and Sensor-Based Localization
- HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Interaction
2024/03/08 by Zhengrui Guo, Guo, Zhengrui, Jiabo Ma +9 · 10 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Personalizing Federated Medical Image Segmentation via Local Calibration
2022/07/11 by Jiacheng Wang, Wang, Jiacheng, Yueming Jin +3 · 4 citations
Engineering · Medicine · Computer Science · #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection
- Robust Medical Instrument Segmentation Challenge 2019
2020/03/23 by Tobias L. Roß, Annika Reinke, Ross, Tobias +97 · 3 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Robotics and Sensor-Based Localization
- Federated Modality-specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation
2024/03/18 by Qian Dai, Dong Wei, Dai, Qian +9 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Neuroscience · #Brain Tumor Detection and Classification #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
- Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation
2021/12/06 by Jiacheng Wang, Xiaomeng Li, Wang, Jiacheng +8 · 1 citation
Computer Science · Medicine · Physics and Astronomy · #Advanced Neural Network Applications #Advanced Radiotherapy Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- XBound-Former: Toward Cross-scale Boundary Modeling in Transformers
2022/06/02 by Jiacheng Wang, Wang, Jiacheng, Fei Chen +15 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #Nonmelanoma Skin Cancer Studies
- UNet-2022: Exploring Dynamics in Non-isomorphic Architecture
2022/10/27 by Jiansen Guo, Hong-Yu Zhou, Guo, Jiansen +5 · 1 citation
Computer Science · Materials Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning in Materials Science #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Dual Multi-scale Mean Teacher Network for Semi-supervised Infection Segmentation in Chest CT Volume for COVID-19
2022/11/10 by Liansheng Wang, Jiacheng Wang, Wang, Liansheng +15 · 1 citation
Computer Science · Medicine · #AI in cancer detection #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) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Cyclical Weight Consolidation: Towards Solving Catastrophic Forgetting in Serial Federated Learning
2024/05/17 by Haoyue Song, Jiacheng Wang, Song, Haoyue +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- SMILE-UHURA Challenge -- Small Vessel Segmentation at Mesoscopic Scale from Ultra-High Resolution 7T Magnetic Resonance Angiograms
2024/11/14 by Soumick Chatterjee, Chatterjee, Soumick, Hendrik Mattern +90 · 1 citation
Engineering · Medicine · #Advanced MRI Techniques and Applications #Advanced X-ray and CT Imaging #Artificial Intelligence (cs.AI) #Cerebrovascular and Carotid Artery Diseases #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
- PathView-Bench: Can Multimodal Large Language Models Achieve Fine-grained Multiscale Understanding of Pathology Images?
2026/07/30 by Zongyi Chen, Yu Liang, Jie Lin +1
Computer Science · #cs.AI