Jianning Chi

Shenyang Aerospace University — China

Computer Science · Physical Sciences

15h-index1.3kcitations106works2.12yr avg
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Research Topics

Image and Signal Denoising Methods(22), Advanced Image Processing Techniques(21), Radiomics and Machine Learning in Medical Imaging(17), Advanced Image Fusion Techniques(16), Advanced Neural Network Applications(15)

Publications106 total

ED-Res: Splitting ResNet with Collaborate Distributed Inference on Edge Devices
2025· 1 citedOpen Access
HWAFormer: A hybrid window attention transformer for medical image super-resolution
Digital Signal Processing·2025
Response to the Letter to the Editor: Reaffirming the Robustness and Interpretability of Our Radiomics-Based Model for Hashimoto’s Thyroiditis
Ultrasound in Medicine & Biology·2025
Dynamic complementary dual-teacher: A novel framework for semi-supervised thyroid nodule segmentation
Neurocomputing·2025
CEUS-MSSDM: A Multi-Stage Self-Supervised Diffusion Model for Thyroid CEUS Denoising
2025
Integrated Model for Early Gastric Cancer Prediction: Integration of Radiographic Images and Clinical Automated Measurements
2025
PONet: Prototype optimization network for few-shot medical image segmentation
Neurocomputing·2025
Blind super-resolution network for thyroid ultrasound image based on multiple degradation model
Biomedical Signal Processing and Control·2025
Development of Radiomics-Based Risk Prediction Models for Stages of Hashimoto’s Thyroiditis Using Ultrasound, Clinical, and Laboratory Factors
Ultrasound in Medicine & Biology·2025· 1 cited
Adaptive box-level supervision with superpixel shape guidance for ultrasound image segmentation
The Visual Computer·2025
Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image Segmentation
arXiv (Cornell University)·2025Open Access
Self-Supervised Denoising of Thyroid Ultrasound Images Using SE-Module Enhanced U-Net with FPN
2025
A Multi-Modal, Multi-Task Thyroid Ultrasound Imaging Dataset for Computer-Aided Thyroid Nodule Diagnosis
2025· 1 cited
Beyond Point Annotation: A Weakly Supervised Network Guided by Multi-Level Labels Generated from Four-Point Annotation for Thyroid Nodule Segmentation in Ultrasound Image
2025
Internet of Things (IoT) for Sustainable Mechatronic Systems and Cyber-Physical Systems (CPS)
2025
Weakly Supervised Segmentation Framework for Thyroid Nodule Based on High-confidence Labels and High-rationality Losses
arXiv (Cornell University)·2025Open Access
Coarse for Fine: Bounding Box Supervised Thyroid Ultrasound Image Segmentation Using Spatial Arrangement and Hierarchical Prediction Consistency
IEEE Journal of Biomedical and Health Informatics·2025
Frefusion: Frequency Domain Transformer for Infrared and Visible Image Fusion
IEEE Transactions on Multimedia·2025· 3 cited
Radiomics-Deep Feature Fusion for Predicting Neoadjuvant Chemotherapy Efficacy in Locally Advanced Gastric Cancer
SSRN Electronic Journal·2025Open Access
MDI-Net: Multi-level Detection Layers Interaction Network for Underwater Object Detection
Lecture notes in electrical engineering·2025
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Frequent Co-authors

Chengdong Wu(20), Xiaosheng Yu(19), Xiaosheng Yu(8), Huan Wang(7), Chengdong Wu(7), Qian Hu(6), Zhiyi Sun(5), Mark Eramian(4), Peng Ji(4), Hao Wu(4), Hao Chu(3), Ying Wang(3), Xiaosheng Yu(3), Siqi Wang(3), Suyi Liu(3), Longxing Wei(3), Yixiu Liu(2), Xiaoying Han(2), Huan Wang(2), Pengfei Lyu(2)