Donghuan Lu

发表

Deep Neural Network Based Quantification of Retinal Optical Coherence Tomography Images

Myeong Jin Ju, Mirza Faisal Beg, Pavle Prentasic, 2018 .

Deep Image Clustering with Category-Style Representation pdf

Kai Ma, Yefeng Zheng, Donghuan Lu, 2020, ECCV.

ViRi: view it right

Guobin Shen, Liqun Li, Pan Hu, 2013, MobiSys '13.

Fast Image Deblurring Algorithm Based on Normalized Sparsity Measure and Space-Frenquency Transformation

Shiyin Qin, Dong Yang, Donghuan Lu, 2012, 2012 International Conference on Computer Science and Service System.

Multiple instance learning for age-related macular degeneration diagnosis in optical coherence tomography images

Mirza Faisal Beg, Gavin Weiguang Ding, Marinko Sarunic, 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017).

Brain geometry persistent homology marker for Parkinson's disease

Mirza Faisal Beg, Karteek Popuri, Donghuan Lu, 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017).

Cascaded Deep Neural Networks for Retinal Layer Segmentation of Optical Coherence Tomography with Fluid Presence pdf

Mirza Faisal Beg, Gavin Weiguang Ding, Morgan Heisler, 2019, ArXiv.

Multiscale deep neural network based analysis of FDG‐PET images for the early diagnosis of Alzheimer's disease

Mirza Faisal Beg, Karteek Popuri, Gavin Weiguang Ding, 2018, Medical Image Anal..

LDDMM-BASED ROBUST MULTI-TEMPLATE SUBCORTICAL SEGMENTATION USING AN ADNI TEMPLATE LIBRARY

Mirza Faisal Beg, Karteek Popuri, Donghuan Lu, 2016, Alzheimer's & Dementia.

Differential Diagnosis of Frontotemporal Dementia, Alzheimer's Disease, and Normal Aging Using a Multi-Scale Multi-Type Feature Generative Adversarial Deep Neural Network on Structural Magnetic Resonance Images

Lei Wang, Mirza Faisal Beg, Karteek Popuri, 2020, Frontiers in Neuroscience.

Deep‐learning based multiclass retinal fluid segmentation and detection in optical coherence tomography images using a fully convolutional neural network

Marinko V Sarunic, Mirza Faisal Beg, Gavin Weiguang Ding, 2019, Medical Image Anal..

Cascade Dual-branch Deep Neural Networks for Retinal Layer and fluid Segmentation of Optical Coherence Tomography Incorporating Relative Positional Map

Mirza Faisal Beg, Da Ma, Gavin Weiguang Ding, 2020, MIDL.

Quality Control of Neuron Reconstruction Based on Deep Learning pdf

Kai Ma, Yefeng Zheng, Lijuan Liu, 2020, ArXiv.

Development and validation of a novel dementia of Alzheimer's type (DAT) score based on metabolism FDG-PET imaging

Lei Wang, Mirza Faisal Beg, Karteek Popuri, 2017, NeuroImage: Clinical.

Cascade Dual-branch Deep Neural Networks for Retinal Layer and fluid Segmentation of Optical Coherence Tomography Incorporating Spatial Prior

Mirza Faisal Beg, Morgan Heisler, Marinko V. Sarunic, 2020 .

Progress on machine learning based methods for processing and classification of optical coherence tomography angiography (Conference Presentation)

Mirza Faisal Beg, Sven Lončarić, Morgan Heisler, 2020 .

A Macro-Micro Weakly-supervised Framework for AS-OCT Tissue Segmentation

Yang Guo, Shuang Yu, Kai Ma, 2020, MICCAI.

Retinal Fluid Segmentation and Detection in Optical Coherence Tomography Images using Fully Convolutional Neural Network pdf

Mirza Faisal Beg, Gavin Weiguang Ding, Marinko Sarunic, 2017, ArXiv.

Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer's Disease using structural MR and FDG-PET images

Sterling C. Johnson, Mirza Faisal Beg, Karteek Popuri, 2017, ArXiv.

Septimu2 - earphones for continuous and non-intrusive physiological and environmental monitoring

Qiang Li, Guobin Shen, Feng Zhao, 2012, SenSys '12.

RETOUCH: The Retinal OCT Fluid Detection and Segmentation Benchmark and Challenge

Keshab K. Parhi, Ulas Bagci, Jayanthi Sivaswamy, 2019, IEEE Transactions on Medical Imaging.

Topology of Surface Displacement Shape Feature in Subcortical Structures

Mirza Faisal Beg, Karteek Popuri, Donghuan Lu, 2017, GRAIL/MFCA/MICGen@MICCAI.

Quantitative assessment of field strength, total intracranial volume, sex, and age effects on the goodness of harmonization for volumetric analysis on the ADNI database

Lei Wang, Mirza Faisal Beg, Karteek Popuri, 2018, Human brain mapping.

A Novel Approach to Image Assessment by Seeking Unification of Subjective and Objective Criteria Based on Supervised Learning

Shiyin Qin, Donghuan Lu, Pipei Huang, 2011, MIRAGE.

Deep learning-based computer-aided diagnosis for brain and retinal diseases

Donghuan Lu, 2019 .

LF-UNet - A novel anatomical-aware dual-branch cascaded deep neural network for segmentation of retinal layers and fluid from optical coherence tomography images

Mirza Faisal Beg, Da Ma, Gavin Weiguang Ding, 2021, Comput. Medical Imaging Graph..

Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retina OCT Images

Yuexiang Li, Donghuan Lu, Dong Wei, 2022, MICCAI.

Double-Uncertainty Assisted Spatial and Temporal Regularization Weighting for Learning-based Registration pdf

Jayender Jagadeesan, Kai Ma, Jie Luo, 2021, ArXiv.

Multi-Anchor Active Domain Adaptation for Semantic Segmentation pdf

Donghuan Lu, Chenglang Yuan, Munan Ning, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation pdf

Jie Luo, Donghuan Lu, Jiangpeng Yan, 2021, ArXiv.

Noisy Labels are Treasure: Mean-Teacher-Assisted Confident Learning for Hepatic Vessel Segmentation pdf

Jayender Jagadeesan, Kai Ma, Jie Luo, 2021, MICCAI.

Differential Diagnosis of Frontotemporal Dementia and Alzheimer's Disease using Generative Adversarial Network pdf

Mirza Faisal Beg, Karteek Popuri, Da Ma, 2021, ArXiv.

Multivariate association between single-nucleotide polymorphisms in Alzgene linkage regions and structural changes in the brain: discovery, refinement and validation

Jinko Graham, Donghuan Lu, Farouk Nathoo, 2016 .

Cortical Geometry Network and Topology Markers for Parkinson's Disease

Mirza Faisal Beg, Karteek Popuri, Donghuan Lu, 2016, 1611.04393.