Yi Guo

Orcid: 0000-0002-7142-2871

Affiliations:
  • Fudan University, Department of Electronic Engineering, Shanghai, China (PhD 2013)


According to our database1, Yi Guo authored at least 66 papers between 2008 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Online presence:

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Bibliography

2025
IPNet: An Interpretable Network With Progressive Loss for Whole-Stage Colorectal Disease Diagnosis.
IEEE Trans. Medical Imaging, February, 2025

MDMNet: Multi-dimensional multi-modal network to identify organ system limitation in cardiopulmonary exercise testing.
Comput. Methods Programs Biomed., 2025

Contrast-insensitive motion correction for MRI cardiac T1 mapping.
Biomed. Signal Process. Control., 2025

2024
Typicality- and instance-dependent label noise-combating: a novel framework for simulating and combating real-world noisy labels for endoscopic polyp classification.
Vis. Comput. Ind. Biomed. Art, December, 2024

G-T correcting: an improved training of image segmentation under noisy labels.
Medical Biol. Eng. Comput., December, 2024

Deep causal learning for pancreatic cancer segmentation in CT sequences.
Neural Networks, 2024

USFM: A universal ultrasound foundation model generalized to tasks and organs towards label efficient image analysis.
Medical Image Anal., 2024

Standardization of ultrasound images across various centers: M2O-DiffGAN bridging the gaps among unpaired multi-domain ultrasound images.
Medical Image Anal., 2024

AOCBLS: A novel active and online learning system for ECG arrhythmia classification with less labeled samples.
Knowl. Based Syst., 2024

Cycle-Consistent Bridge Diffusion Model for Accelerated MRI Reconstruction.
CoRR, 2024

Cross Group Attention and Group-wise Rolling for Multimodal Medical Image Synthesis.
CoRR, 2024

Diff-CXR: Report-to-CXR generation through a disease-knowledge enhanced diffusion model.
CoRR, 2024

OpenMEDLab: An Open-source Platform for Multi-modality Foundation Models in Medicine.
CoRR, 2024

RPDNet: A reconstruction-regularized parallel decoders network for rectal tumor and rectum co-segmentation.
Comput. Medical Imaging Graph., 2024

CalAttnMix: An instance-attention based data augmentation method for calcification detection in mammograms.
Biomed. Signal Process. Control., 2024

D2polyp-Net: A cross-modal space-guided network for real-time colorectal polyp detection and diagnosis.
Biomed. Signal Process. Control., 2024

FCTformer: Fusing Convolutional Operations and Transformer for 3D Rectal Tumor Segmentation in MR Images.
IEEE Access, 2024

Chest-Diffusion: A Light-Weight Text-to-Image Model for Report-to-CXR Generation.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023
GMRLNet: A Graph-Based Manifold Regularization Learning Framework for Placental Insufficiency Diagnosis on Incomplete Multimodal Ultrasound Data.
IEEE Trans. Medical Imaging, November, 2023

HAL-IA: A Hybrid Active Learning framework using Interactive Annotation for medical image segmentation.
Medical Image Anal., August, 2023

Few-shot multi-modal registration with mono-modal knowledge transfer.
Biomed. Signal Process. Control., August, 2023

A weakly supervised deep active contour model for nodule segmentation in thyroid ultrasound images.
Pattern Recognit. Lett., January, 2023

Context-driven pyramid registration network for estimating large topology-preserved deformation.
Neurocomputing, 2023

2022
AwCPM-Net: A Collaborative Constraint GAN for 3D Coronary Artery Reconstruction in Intravascular Ultrasound Sequences.
IEEE J. Biomed. Health Informatics, 2022

Breast Tumor Classification Based on MRI-US Images by Disentangling Modality Features.
IEEE J. Biomed. Health Informatics, 2022

Multilevel structure-preserved GAN for domain adaptation in intravascular ultrasound analysis.
Medical Image Anal., 2022

Multi-Dimensional Cascaded Net with Uncertain Probability Reduction for Abdominal Multi-Organ Segmentation in CT Sequences.
Comput. Methods Programs Biomed., 2022

A stability-enhanced CycleGAN for effective domain transformation of unpaired ultrasound images.
Biomed. Signal Process. Control., 2022

Prenatal prediction of neonatal respiratory morbidity: a radiomics method based on imbalanced few-shot fetal lung ultrasound images.
BMC Medical Imaging, 2022

Generative Modelling of the Ageing Heart with Cross-Sectional Imaging and Clinical Data.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

2021
Handheld Ultrasound Video High-Quality Reconstruction Using a Low-Rank Representation Multipathway Generative Adversarial Network.
IEEE Trans. Neural Networks Learn. Syst., 2021

Ultrasound deep beamforming using a multiconstrained hybrid generative adversarial network.
Medical Image Anal., 2021

Breast calcification detection based on multichannel radiofrequency signals via a unified deep learning framework.
Expert Syst. Appl., 2021

U2F-GAN: Weakly Supervised Super-pixel Segmentation in Thyroid Ultrasound Images.
Cogn. Comput., 2021

Three-dimensional breast tumor segmentation on DCE-MRI with a multilabel attention-guided joint-phase-learning network.
Comput. Medical Imaging Graph., 2021

2020
Ultrafast Plane Wave Imaging With Line-Scan-Quality Using an Ultrasound-Transfer Generative Adversarial Network.
IEEE J. Biomed. Health Informatics, 2020

Image Quality Improvement of Hand-Held Ultrasound Devices With a Two-Stage Generative Adversarial Network.
IEEE Trans. Biomed. Eng., 2020

Nodule Localization in Thyroid Ultrasound Images with a Joint-Training Convolutional Neural Network.
J. Digit. Imaging, 2020

Vessel membrane segmentation and calcification location in intravascular ultrasound images using a region detector and an effective selection strategy.
Comput. Methods Programs Biomed., 2020

Breast DCE-MRI radiomics: a robust computer-aided system based on reproducible BI-RADS features across the influence of datasets bias and segmentation methods.
Int. J. Comput. Assist. Radiol. Surg., 2020

Multi-Task Refined Boundary-Supervision U-Net (MRBSU-Net) for Gastrointestinal Stromal Tumor Segmentation in Endoscopic Ultrasound (EUS) Images.
IEEE Access, 2020

Extracting Membrane Borders in IVUS Images Using a Multi-Scale Feature Aggregated U-Net.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Automatic breast tumor detection in ABVS images based on convolutional neural network and superpixel patterns.
Neural Comput. Appl., 2019

Eigenspace-Based Minimum Variance Beamformer for Short-Lag Spatial Coherence Medical Ultrasound Imaging.
J. Medical Imaging Health Informatics, 2019

Segmentation of Media and Lumen in Intravascular Ultrasound Image Using Guided Multiscale Normalized Cut.
J. Medical Imaging Health Informatics, 2019

Combining a Fully Convolutional Network and an Active Contour Model for Automatic 2D Breast Tumor Segmentation from Ultrasound Images.
J. Medical Imaging Health Informatics, 2019

Optimised MRI intensity standardisation based on multi-dimensional sub-regional point cloud registration.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2019

IVUS images segmentation using spatial fuzzy clustering and hierarchical level set evolution.
Comput. Biol. Medicine, 2019

Computer-aided diagnosis of gastrointestinal stromal tumors: a radiomics method on endoscopic ultrasound image.
Int. J. Comput. Assist. Radiol. Surg., 2019

Breast Calcifications Detection Based on Radiofrequency Signals by Quantitative Ultrasound Multi-parameter Fusion.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
2-D Minimum Variance Based Plane Wave Compounding with Generalized Coherence Factor in Ultrafast Ultrasound Imaging.
Sensors, 2018

Comparison of the application of B-mode and strain elastography ultrasound in the estimation of lymph node metastasis of papillary thyroid carcinoma based on a radiomics approach.
Int. J. Comput. Assist. Radiol. Surg., 2018

2017
Segmentation of Fetal Left Ventricle in Echocardiographic Sequences Based on Dynamic Convolutional Neural Networks.
IEEE Trans. Biomed. Eng., 2017

Adaptive group sparse representation in fetal echocardiogram segmentation.
Neurocomputing, 2017

A vascular image registration method based on network structure and circuit simulation.
BMC Bioinform., 2017

Automatic measurement of fetal Nuchal translucency from three-dimensional ultrasound data.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

A mRMRMSRC feature selection method for radiomics approach.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Adaptive Cosegmentation of Pheochromocytomas in CECT Images Using Localized Level Set Models.
IEEE J. Biomed. Health Informatics, 2016

Histological grade and type classification of glioma using Magnetic Resonance Imaging.
Proceedings of the 9th International Congress on Image and Signal Processing, 2016

2015
Automatic Classification of Intracardiac Tumor and Thrombi in Echocardiography Based on Sparse Representation.
IEEE J. Biomed. Health Informatics, 2015

Automatic tumor detection in automated 3-D breast ultrasound using local phase information.
Proceedings of the 8th International Conference on Biomedical Engineering and Informatics, 2015

Segmentation of arteriovenous malformations nidus and vessel in digital subtraction angiography images based on an iterative thresholding method.
Proceedings of the 8th International Conference on Biomedical Engineering and Informatics, 2015

2014
Automatic Segmentation of a Fetal Echocardiogram Using Modified Active Appearance Models and Sparse Representation.
IEEE Trans. Biomed. Eng., 2014

Segmentation and 3D visualization of pheochromocytoma in contrast-enhanced CT images.
Proceedings of the International Conference on Audio, 2014

2011
Automatic endocardium extraction for echocardiogram.
Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

2008
Computerized Classification of Breast Tumors with Morphologic and Texture Features of Ultrasonic Images.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008


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