LH
Liangxiu Han
cs.CVcs.LGeess.IVcs.AIGlaucomacs.DCAlgorithmsAlzheimer DiseaseCognitive DysfunctionDeep Learning
On Valency
published · living versionsW_qskhjg6z·v1 · currentpublished
Physics Closure Matters for Machine Olfaction: A Maxwell-Stefan Graph Solver for Identifiable Dynamic Gas Unmixing
with Yue Shi, Xin Zhang, Tam Sobeih
1 version
Preprints & journals
38 papers in the corpus · 2011–2026LDAC-Net: A Learnable Multi-Lag Differencing Attention-Convolution Network for Drift-Robust Recognition with Low-Cost MOX Gas Sensors2608.25646v1 · Xin Zhang, Liangxiu Han, Yue Shi et al.2026 · 0 citationsarXiv
Physics Closure Matters for Machine Olfaction: A Maxwell-Stefan Graph Solver for Identifiable Dynamic Gas Unmixing2607.18544v2 · Yue Shi, Liangxiu Han, Xin Zhang et al.2026 · 0 citationsarXivon Valency
AgriPINN: A Process-Informed Neural Network for Interpretable and Scalable Crop Biomass Prediction Under Water Stress2601.16045v1 · Yue Shi, Liangxiu Han, Xin Zhang et al.2026 · 1 citationarXiv
A Novel Large Vision Foundation Model (LVFM)-based Approach for Generating High-Resolution Canopy Height Maps in Plantations for Precision Forestry Management2506.20388v1 · Shen Tan, Xin Zhang, Liangxiu Han et al.2025 · 0 citationsarXiv
HMSViT: A Hierarchical Masked Self-Supervised Vision Transformer for Corneal Nerve Segmentation and Diabetic Neuropathy Diagnosis2506.19474v3 · Xin Zhang, Liangxiu Han, Yue Shi et al.2025 · 0 citationsarXiv
Deep Learning Meets Process-Based Models: A Hybrid Approach to Agricultural Challenges2504.16141v1 · Yue Shi, Liangxiu Han, Xin Zhang et al.2025 · 5 citationsarXiv
TabulaTime: A Novel Multimodal Deep Learning Framework for Advancing Acute Coronary Syndrome Prediction through Environmental and Clinical Data Integration2502.17049v2 · Xin Zhang, Liangxiu Han, Stephen White et al.2025 · 0 citationsarXiv
GP-GS: Gaussian Processes Densification for 3D Gaussian Splatting2502.02283v6 · Zhihao Guo, Jingxuan Su, Chenghao Qian et al.2025 · 1 citationarXiv
WaveDiffUR: A diffusion SDE-based solver for ultra magnification super-resolution in remote sensing images2412.18996v1 · Yue Shi, Liangxiu Han, Darren Dancy et al.2024 · 0 citationsarXiv
Editorial: Pests and diseases monitoring and forecasting algorithms, technologies, and applications.39698451 · Dong, Yingying, Huang, Wenjiang, Lin, Kejian et al.2024 · 3 citationsFrontiers in plant science. 2024;15:1518814
Graph attention automatic encoder based on contrastive learning for domain recognition of spatial transcriptomics.39424696 · Wang, Tianqi, Zhu, Huitong, Zhou, Yunlan et al.2024 · 28 citationsCommunications biology. 2024;7(1):1351
A Novel Spike Transformer Network for Depth Estimation from Event Cameras via Cross-modality Knowledge Distillation2404.17335v3 · Xin Zhang, Liangxiu Han, Tam Sobeih et al.2024 · 1 citationarXiv
A fast Fourier convolutional deep neural network for accurate and explainable discrimination of wheat yellow rust and nitrogen deficiency from Sentinel-2 time series data.37860254 · Shi, Yue, Han, Liangxiu, González-Moreno, Pablo et al.2023 · 16 citationsFrontiers in plant science. 2023;14:1250844
Pepper leaf disease recognition based on enhanced lightweight convolutional neural networks.37621882 · Dai, Min, Sun, Wenjing, Wang, Lixing et al.2023 · 52 citationsFrontiers in plant science. 2023;14:1230886
A generic self-supervised learning (SSL) framework for representation learning from spectra-spatial feature of unlabeled remote sensing imagery2306.15836v1 · Xin Zhang, Liangxiu Han2023 · 17 citationshttps://www.mdpi.com/2072-4292/15/21/5238
A Generic Performance Model for Deep Learning in a Distributed Environment2305.11665v1 · Tulasi Kavarakuntla, Liangxiu Han, Huw Lloyd et al.2023 · 4 citationsarXiv
sMRI-PatchNet: A novel explainable patch-based deep learning network for Alzheimer's disease diagnosis and discriminative atrophy localisation with Structural MRI2302.08967v2 · Xin Zhang, Liangxiu Han, Lianghao Han et al.2023 · 34 citationsarXiv
CXR-Net: A Multitask Deep Learning Network for Explainable and Accurate Diagnosis of COVID-19 Pneumonia From Chest X-Ray Images.36350854 · Zhang, Xin, Han, Liangxiu, Sobeih, Tam et al.2023 · 46 citationsIEEE journal of biomedical and health informatics. 2023;27(2):980-991
Attacking Digital Twins of Robotic Systems to Compromise Security and Safety2211.09507v1 · Christopher Carr, Shenglin Wang, Peng Wang et al.2022 · 5 citationsarXiv
An Explainable 3D Residual Self-Attention Deep Neural Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI.33735087 · Zhang, Xin, Han, Liangxiu, Zhu, Wenyong et al.2022 · 202 citationsIEEE journal of biomedical and health informatics. 2022;26(11):5289-5297
Layer-Wise Partitioning and Merging for Efficient and Scalable Deep Learning2207.11019v1 · Samson B. Akintoye, Liangxiu Han, Huw Lloyd et al.2022 · 11 citationsarXiv
A Latent Encoder Coupled Generative Adversarial Network (LE-GAN) for Efficient Hyperspectral Image Super-resolution2111.08685v1 · Yue Shi, Liangxiu Han, Lianghao Han et al.2021 · 58 citationsarXiv
The self-supervised spectral-spatial attention-based transformer network for automated, accurate prediction of crop nitrogen status from UAV imagery2111.06839v2 · Xin Zhang, Liangxiu Han, Tam Sobeih et al.2021 · 1 citationarXiv
Dual Attention Multi-Instance Deep Learning for Alzheimer's Disease Diagnosis With Structural MRI.33939609 · Zhu, Wenyong, Sun, Liang, Huang, Jiashuang et al.2021 · 276 citationsIEEE transactions on medical imaging. 2021;40(9):2354-2366
A Novel CropdocNet for Automated Potato Late Blight Disease Detection from the Unmanned Aerial Vehicle-based Hyperspectral Imagery2107.13277v1 · Yue Shi, Liangxiu Han, Anthony Kleerekoper et al.2021 · 4 citationsarXiv
Computational modelling unveils how epiblast remodelling and positioning rely on trophectoderm morphogenesis during mouse implantation.34320001 · Dokmegang, Joel, Yap, Moi Hoon, Han, Liangxiu et al.2021 · 15 citationsPloS one. 2021;16(7):e0254763
A Hybrid Parallelization Approach for Distributed and Scalable Deep Learning2104.05035v2 · Samson B. Akintoye, Liangxiu Han, Xin Zhang et al.2021 · 22 citationsarXiv
A Biologically Interpretable Two-stage Deep Neural Network (BIT-DNN) For Vegetation Recognition From Hyperspectral Imagery2004.08886v2 · Yue Shi, Liangxiu Han, Wenjiang Huang et al.2020 · 30 citationsarXiv
Supervised Hyperalignment for multi-subject fMRI data alignment2001.02894v1 · Muhammad Yousefnezhad, Alessandro Selvitella, Liangxiu Han et al.2020 · 11 citationsarXiv
A Novel Adaptive Deformable Model for Automated Optic Disc and Cup Segmentation to Aid Glaucoma Diagnosis.29218460 · Haleem, Muhammad Salman, Han, Liangxiu, Hemert, Jano van et al.2018 · 77 citationsJournal of medical systems. 2017;42(1):20
A hybrid patient-specific biomechanical model based image registration method for the motion estimation of lungs.28458088 · Han, Lianghao, Dong, Hua, McClelland, Jamie R et al.2018 · 49 citationsMedical image analysis. 2017;39:87-100
Regional Image Features Model for Automatic Classification between Normal and Glaucoma in Fundus and Scanning Laser Ophthalmoscopy (SLO) Images.27086033 · Haleem, Muhammad Salman, Han, Liangxiu, Hemert, Jano van et al.2017 · 44 citationsJournal of medical systems. 2016;40(6):132
Glaucoma classification using Regional Wavelet Features of the ONH and its surroundings.26737250 · Haleem, Muhammad Salman, Han, Liangxiu, van Hemert, Jano et al.2018 · 5 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2015;2015:4318-21
Detection of Dendritic Spines Using Wavelet-Based Conditional Symmetric Analysis and Regularized Morphological Shared-Weight Neural Networks.26692046 · Wang, Shuihua, Chen, Mengmeng, Li, Yang et al.2016 · 34 citationsComputational and mathematical methods in medicine. 2015;2015:454076
Retinal area detector from scanning laser ophthalmoscope (SLO) images for diagnosing retinal diseases.25167560 · Haleem, Muhammad Salman, Han, Liangxiu, van Hemert, Jano et al.2016 · 22 citationsIEEE journal of biomedical and health informatics. 2015;19(4):1472-82
Automatic extraction of retinal features from colour retinal images for glaucoma diagnosis: a review.24139134 · Haleem, Muhammad Salman, Han, Liangxiu, van Hemert, Jano et al.2014 · 184 citationsComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2013;37(7-8):581-96
Performance database: capturing data for optimizing distributed streaming workflows.21768139 · Liew, Chee Sun, Atkinson, Malcolm P, Ostrowski, Radoslaw et al.2011 · 9 citationsPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2011;369(1949):3268-84
Automatically identifying and annotating mouse embryo gene expression patterns.21357576 · Han, Liangxiu, van Hemert, Jano I, Baldock, Richard A2011 · 14 citationsBioinformatics (Oxford, England). 2011;27(8):1101-7
Career total: at least 159 works. 38 are in this corpus.
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