Latest News
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One paper has been accepted by MedIA. Congratulations to Xinlu Tang!
A Causal Counterfactual Graph Neural Network for Arising-from-Chair Abnormality Detection in Parkinsonians
Jul · 2024
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One paper has been accepted by IEEE TIP. Congratulations to Rui Guo and Zheng Xie!
Causality-Enhanced Multiple Instance Learning with Graph Convolutional Networks for Parkinsonian Freezing-of-Gait Assessment
Jun · 2024
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One paper has been accepted by IEEE TCSVT. Congratulations to Rui Guo!
A Causality-Informed Graph Convolutional Network for Video Assessment of Parkinsonian Leg Agility
Jun · 2024
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One paper has been accepted by IEEE TMI. Congratulations to Wenli Fu!
A Generalizable Causal-Invariance-Driven Segmentation Model for Peripancreatic Vessels
May · 2024
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Congratulations to Rui Guo for receiving Outstanding Graduate of Shanghai!
Apr · 2024
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One paper has been accepted by IEEE TAI. Congratulations to Xinyue Li and Rui Guo!
A Causality-Informed Graph Intervention Model for Pancreatic Cancer Early Diagnosis
Apr · 2024
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One paper has been accepted by MedIA. Congratulations to Jiaqi Qu!
A Causality-Inspired Generalized Model for Automated Pancreatic Cancer Diagnosis
Mar · 2024
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Rui Guo was honored as “Innovation Star” for Shanghai Jiao Tong University Postgraduates in 2023!
Mar · 2024
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Congratulations to Xinyue Li for receiving Outstanding Graduate of Shanghai!
Feb · 2024
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Congratulations to Xinyue Li and Zheng Xie on successfully defending their theses!
Jan · 2024
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Congratulations to Qiang Li for successfully completing his postdoctoral research!
Dec · 2023
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Pancreatic cancer screening project won the first prize at the 2023 Second Medical AI Innovation and Entrepreneurship Competition!
Dec · 2023
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Pancreatic cancer screening project team won the second prize in Shanghai Innovation and Entrepreneurship Competition!
Nov · 2023
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Xinlu Tang and Xinyue Li won the National Scholarships!
This is the third year in a row that two students from our lab have been awarded National Scholarships.
Sep · 2023
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PD project team won the first prize of China Graduate AI Innovation Competition!
Our lab’s project (Intelligent Remote Diagnosis and Assessment System for Parkinson's Disease) won the first prize in the China Graduate AI Innovation Competition in 2023.
Sep · 2023
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One paper has been accepted by IEEE TCSVT. Congratulations to Zheng Xie and Rui Guo!
A Clinically Guided Graph Convolutional Network for Assessment of Parkinsonian Pronation-Supination Movements of Hands
Sep · 2023
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One paper has been accepted by IEEE TMI. Congratulations to Xinlu Tang!
A Causality-driven Graph Convolutional Network for Postural Abnormality Diagnosis in Parkinsonians
Aug · 2023
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One paper has been accepted by IEEE JBHI. Congratulations to Jun Li!
Generalizable Pancreas Segmentation via a Dual Self-Supervised Learning Framework
Jul · 2023
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One paper has been accepted by IEEE TMI. Congratulations to Xinlu Tang!
A Causality-Aware Graph Convolutional Network Framework for Rigidity Assessment in Parkinsonians
Jul · 2023
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Congratulations to Jun Li for receiving Outstanding Graduate of Shanghai Jiao Tong University!
Jun · 2023
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Congratulations to Jun Li for successfully passing his Ph.D. thesis defense and becoming the first Ph.D. graduate of our lab!
Jun · 2023
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Xiahan Chen won the 2022 Outstanding Master Thesis Awards of Chinese Association of Automation!
She has been honored for her thesis titled "Neural Network Models Combined with Space-Transformations in Intelligent Assessment of Pancreatic Cancer".
Mar · 2023
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One paper has been accepted by MedIA. Congratulations to Jiaqi Qu!
Generalized Pancreatic Cancer Diagnosis via Multiple Instance Learning and Anatomically-Guided Shape Normalization.
Feb · 2023
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One paper has been accepted by IEEE TMI. Congratulations to Xinyue Li and Rui Guo!
Causality-Driven Graph Neural Network for Early Diagnosis of Pancreatic Cancer in Non-Contrast Computerized Tomography
Jan · 2023
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One paper has been accepted by MedIA. Congratulations to Xiahan Chen!
A Dual-transformation with Contrastive Learning Framework for Lymph Node Metastasis Prediction in Pancreatic Cancer.
Jan · 2023
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One paper has been accepted by COMPUT BIOL MED. Congratulations to Xinlu Tang!
Group-shrinkage Feature Selection with a Spatial Network for Mining DNA Methylation Data.
Jan · 2023
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Rui Guo won the nomination award of the 7th Academic Star for postgraduates of Shanghai Jiao Tong University!
Academic Star is the highest academic honor for postgraduates of Shanghai Jiao Tong University. This is the first time that the School of Biomedical Engineering has broken through the nomination award of Academic Star in the direction of engineering.
Dec · 2022
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PD project team won first prize of Shanghai Innovation and Entrepreneurship Competition!
Our lab’s project (Intelligent Remote Assessment System for Parkinson's Disease) won the first prize in the creative group of the Shanghai Female College Students’ Innovation and Entrepreneurship Competition in 2022.
Dec · 2022
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PD project won the most innovative project in the Medical AI Innovation and Entrepreneurship Competition!
Our lab’s project (Intelligent Remote Assessment System for Parkinson's Disease) won the most innovative project in the Medical Artificial Intelligence Innovation and Entrepreneurship Competition in 2022. This competition is sponsored by the Chinese Society of Biomedical Engineering.
Dec · 2022
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Rui Guo and Jun Li won the National Scholarships!
This is the second year in a row that two students from our lab have been awarded National Scholarships.
Oct · 2022
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One paper has been accepted by IEEE JBHI. Congratulations to Jun Li!
Generalizable Pancreas Segmentation Modeling in CT Imaging via Meta-learning and Latent-space Feature Flow Generation
Sep · 2022
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Welcome Yixin Yang and Yuyang Quan join in our group!
Sep · 2022
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PD project team won the second prize of the National Innovation and Entrepreneurship Competition!
The national second prize and the eastern region’s first prize of the 13th College Students’ Service Outsourcing Innovation and Entrepreneurship Competition in China.
Aug · 2022
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One paper has been accepted by IEEE TMI. Congratulations to Xiaofan Song and Jun Li!
Diagnosis of Glioblastoma Multiforme Progression via Interpretable Structure-Constrained Graph Neural Networks
Aug · 2022
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One paper has been accepted by IEEE TCSVT. Congratulations to Rui Guo!
A Contrastive Graph Convolutional Network for Toe-Tapping Assessment in Parkinson’s Disease
Aug · 2022
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One paper has been accepted by MedIA. Congratulations to Rui Guo!
A tree-structure-guided graph convolutional network with contrastive learning for the assessment of parkinsonian hand movements.
Jul · 2022
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One paper has been published by MedIA. Congratulations to Jun Li!
A dual meta-learning framework based on idle data for enhancing segmentation of pancreatic cancer
May · 2022
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Congratulations to Xiahan Chen and Xiaofan Song for receiving Outstanding Graduate of Shanghai Jiao Tong University!
Mar · 2022
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Congratulations to Xiahan Chen and Xiaofan Song on successfully defending their theses!
Mar · 2022
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One paper has been published by IEEE JBHI. Congratulations to Jun Li!
Utilizing GCN and Meta-Learning Strategy in Unsupervised Domain Adaptation for Pancreatic Cancer Segmentation
 Jan · 2022
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One paper has been published by IEEE TMI. Congratulations to Xiahan Chen!
Model-driven deep learning method for pancreatic cancer segmentation based on spiral-transformation
 Jan · 2022
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One paper has been accepted by IEEE TCSVT. Congratulations to Rui Guo!
A Self-Supervised Metric Learning Framework for the Arising-from-Chair Assessment of Parkinsonians with Graph Convolutional Networks
 Jan · 2022
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One paper has been published by PARKINSONISM RELAT D. Congratulations to Rui Guo!
MDS UPDRS-III item-based rigidity and postural stability score estimations: A data-driven approach
 Jan · 2022
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One paper has been published by IEEE TMM. Congratulations to Rui Guo!
Multi-scale Sparse Graph Convolutional Network for the Assessment of Parkinsonian Gait
 Jan · 2022
Highlights
  1. Rui Guo was honored as “Innovation Star” for Shanghai Jiao Tong University Postgraduates in 2023!
    Mar · 2024
  2. Pancreatic cancer screening project won the first prize at the 2023 Second Medical AI Innovation and Entrepreneurship Competition!
    Dec · 2023
  3. Pancreatic cancer screening project team won the second prize in Shanghai Innovation and Entrepreneurship Competition!
    Nov · 2023
  4. Xinlu Tang and Xinyue Li for awarding National Scholarships!
    Sep · 2023
  5. PD project team won the first prize of China Graduate AI Innovation Competition!
    Sep · 2023
  6. Xiahan Chen won the 2022 Outstanding Master Thesis Awards of Chinese Association of Automation!
    Mar · 2023