成果/Result
- Automated diabetic retinopathy grading and lesion detection based on the modified R-FCN object-detection algorithm被引量：55收藏
- 作者：Wang, Jialiang Luo, Jianxu Liu, Bin Feng, Rui Lu, Lina Zou, Haidong
- 机构：East China Univ Sci & Technol;Shanghai Radio Equipment Res Inst;Fudan Univ;Shanghai Eye Hosp
- 来源：IET COMPUTER VISION 2020
- 关键词：feature extraction biomedical optical imaging image segmentation medical image processing object detection eye diseases image classification blood vessels feature pyramid network modified region proposal network DR-grading model Messidor data Shanghai Eye Hospital hospital data modified R-FCN lesion-detection model lesion detection modified R-FCN object-detection algorithm computer-aided retinal image screening system retinal fundus images modified object-detection method region-based fully convolutional network
- Developing soft sensors using hybrid soft computing methodology: a neurofuzzy system based on rough set theory and genetic algorithms被引量：28收藏
- 作者：Luo, JX Shao, HH
- 机构：E China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：SOFT COMPUTING 2006
- 关键词：soft computing neurofuzzy system rough set genetic algorithms soft sensor
- Extension-contraction transformation network for pancreas segmentation in abdominal CT scans被引量：17收藏
- 作者：Zheng, Yuxiang Luo, Jianxu
- 机构：East China Univ Sci & Technol
- 来源：COMPUTERS IN BIOLOGY AND MEDICINE 2023
- 关键词：CT scans Pancreas segmentation Coarse-to-fine Extension-contraction transformation Deep neural network
- An Efficient and Rapid Medical Image Segmentation Network被引量：7收藏
- 作者：Su, Diwei Luo, Jianxu Fei, Cheng
- 机构：East China Univ Sci & Technol
- 来源：IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS 2024
- 关键词：Transformers Image segmentation Computational modeling Task analysis Feature extraction Computational complexity Decoding Lightweight transformer attention mechanism medical image segmentation
- A metric learning-based method using graph neural network for pancreatic cystic neoplasm classification from CTs被引量：6收藏
- 作者：Zhang, Jiachen Mao, Yishen Li, Ji Li, Yiru Luo, Jianxu
- 机构：East China Univ Sci & Technol;Fudan Univ
- 来源：MEDICAL PHYSICS 2022
- 关键词：computer-aided diagnosis graph neural network pancreatic cystic neoplasm
- Laplacian-guided hierarchical transformer: A network for medical image segmentation被引量：6收藏
- 作者：Chen, Yuxiao Su, Diwei Luo, Jianxu
- 机构：East China Univ Sci & Technol
- 来源：COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2025
- 关键词：Transformer Laplacian pyramid Medical segmentation High frequency feature Feature interaction fusion
- Classification of Alzheimer's disease in MRI images using knowledge distillation framework: an investigation被引量：4收藏
- 作者：Li, Yiru Luo, Jianxu Zhang, Jiachen
- 机构：East China Univ Sci & Technol
- 来源：INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY 2022
- 关键词：Alzheimer disease MRI Small samples Deep learning Classification Knowledge distillation
- The generative adversarial network improved by channel relationship learning mechanisms被引量：2收藏
- 作者：Yue, Danyang Luo, Jianxu Li, Hongyi
- 机构：East China Univ Sci & Technol;Fudan Univ
- 来源：NEUROCOMPUTING 2021
- 关键词：Channel relationship Squeeze-and-Excitation Dual-attention Generative Adversarial Networks
- Rigid-body molecular dynamics based on grid-based quantum charge density from frozen density matrices被引量：0收藏
- 作者：Xie, Bo Zhang, Liguo Zhang, Baichuan Wang, Guodong Luo, Jianxu
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Teschal Sci Grp Ltd
- 来源：MOLECULAR SIMULATION 2026
- 关键词：Quantum-driven molecular dynamics rigid-body simulation frozen density matrix density-based electrostatics GPU-accelerated FFT
