Liansheng Wang

This page is a disambiguation page, it actually contains multiple papers from persons of the same or a similar name.

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Bibliography

2026
Project Imaging-X: A Survey of 1000+ Open-Access Medical Imaging Datasets for Foundation Model Development.
CoRR, March, 2026

FMaMIL: Synergistic spatial-frequency Mamba multi-instance learning for weakly supervised pathology lesion segmentation.
Pattern Recognit., 2026

CRAF: A Clinical Reasoning-Adaptive Framework via Reinforcement Learning for Similar Case Retrieval.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025
Libra-MIL: Multimodal Prototypes Stereoscopic Infused with Task-specific Language Priors for Few-shot Whole Slide Image Classification.
CoRR, November, 2025

Unsupervised Unfolded rPCA (U2-rPCA): Deep Interpretable Clutter Filtering for Ultrasound Microvascular Imaging.
CoRR, October, 2025

FMaMIL: Frequency-Driven Mamba Multi-Instance Learning for Weakly Supervised Lesion Segmentation in Medical Images.
CoRR, June, 2025

Prediction of peak particle vibration velocity based on intelligent optimization algorithm combined with XGBoost.
Expert Syst. Appl., 2025

A generative deep neural network for pan-digestive tract cancer survival analysis.
BioData Min., 2025

2024
Less Could Be Better: Parameter-efficient Fine-tuning Advances Medical Vision Foundation Models.
CoRR, 2024

2023
SUnet: A multi-organ segmentation network based on multiple attention.
Comput. Biol. Medicine, December, 2023

GraVIS: Grouping Augmented Views from Independent Sources for Dermatology Analysis.
CoRR, 2023

Advancing Radiograph Representation Learning with Masked Record Modeling.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Generalized radiograph representation learning via cross-supervision between images and free-text radiology reports.
Nat. Mach. Intell., 2022

UNet-2022: Exploring Dynamics in Non-isomorphic Architecture.
CoRR, 2022

2020
Image reconstruction with low-rankness and self-consistency of <i>k</i>-space data in parallel MRI.
Medical Image Anal., 2020

Weakly-Supervised Balanced Attention Network for Gastric Pathology Image Localization and Classification.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Endoscopy Artefact Detection and Segmentation using Deep Convolutional Neural Network.
Proceedings of the 2nd International Workshop and Challenge on Computer Vision in Endoscopy, 2020

2019
Spinal Curve Guide Network (SCG-Net) for Accurate Automated Spinal Curvature Estimation.
Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2019

2018
An ADMM-net Solution to Inverse Problem of Electrocardiology.
Proceedings of the 5th International Conference on Systems and Informatics, 2018

2017
Broken and degraded document images binarization.
Neurocomputing, 2017

Recent developments in machine learning for medical imaging applications.
Comput. Medical Imaging Graph., 2017

A coupled feature representation based MRI biomarker for Alzheimer's disease prediction.
Proceedings of the 4th International Conference on Systems and Informatics, 2017

Prediction of lymphocytosis using machine learning algorithm based on checkup data.
Proceedings of the 4th International Conference on Systems and Informatics, 2017

2016
Uncertain parameters identification based on hierarchical adaptive filters during Mars entry.
Proceedings of the 14th International Workshop on Variable Structure Systems, 2016

Structure Fusion for Automatic Segmentation of Left Atrial Aneurysm Based on Deep Residual Networks.
Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016

2015
Mars Entry Navigation With Uncertain Parameters Based on Desensitized Extended Kalman Filter.
IEEE Trans. Ind. Informatics, 2015

2008
Animating animal motion from still.
ACM Trans. Graph., 2008

2006
General Adaptive Transfer Functions Design for Volume Rendering by Using Neural Networks.
Proceedings of the Neural Information Processing, 13th International Conference, 2006

2003
VSMP: A Novel Variable Selection and Modeling Method Based on the Prediction.
J. Chem. Inf. Comput. Sci., 2003

2002
Combined MEDV-GA-MLR Method for QSAR of Three Panels of Steroids, Dipeptides, and COX-2 Inhibitors.
J. Chem. Inf. Comput. Sci., 2002


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