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iCOVID: interpretable deep learning framework for early recovery-time prediction of COVID-19 patients.
- Published in:
- NPJ Digital Medicine, 2021, v. 4, n. 1, p. 1, doi. 10.1038/s41746-021-00496-3
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- Article
Test-Retest Reliability of "High-Order" Functional Connectivity in Young Healthy Adults.
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- Frontiers in Neuroscience, 2017, p. 1, doi. 10.3389/fnins.2017.00439
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- Article
Overall survival time prediction for high-grade glioma patients based on large-scale brain functional networks.
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- 2019
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- Publication type:
- journal article
Robust multi-label transfer feature learning for early diagnosis of Alzheimer's disease.
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- 2019
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- journal article
Discriminative self-representation sparse regression for neuroimaging-based alzheimer's disease diagnosis.
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- 2019
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- journal article
Joint representation of consistent structural and functional profiles for identification of common cortical landmarks.
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- 2018
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- journal article
Disrupted functional connectome in antisocial personality disorder.
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- 2017
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- journal article
Feature fusion via hierarchical supervised local CCA for diagnosis of autism spectrum disorder.
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- 2017
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- journal article
Label-aligned multi-task feature learning for multimodal classification of Alzheimer's disease and mild cognitive impairment.
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- 2016
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- journal article
Canonical feature selection for joint regression and multi-class identification in Alzheimer's disease diagnosis.
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- 2016
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- journal article
Discriminative multi-task feature selection for multi-modality classification of Alzheimer's disease.
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- 2016
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- journal article
Sparse temporally dynamic resting-state functional connectivity networks for early MCI identification.
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- 2016
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- journal article
Multi-task feature selection via supervised canonical graph matching for diagnosis of autism spectrum disorder.
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- 2016
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- journal article
Atomic connectomics signatures for characterization and differentiation of mild cognitive impairment.
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- 2015
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- journal article
Multimodal manifold-regularized transfer learning for MCI conversion prediction.
- Published in:
- 2015
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- journal article
Special issue on machine learning and deep learning in magnetic resonance.
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- NMR in Biomedicine, 2022, v. 35, n. 4, p. 1, doi. 10.1002/nbm.4713
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- Article
High‐Resolution Breast MRI Reconstruction Using a Deep Convolutional Generative Adversarial Network.
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- Journal of Magnetic Resonance Imaging, 2020, v. 52, n. 6, p. 1852, doi. 10.1002/jmri.27256
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- Article
MRI-based prostate volume-adjusted prostate-specific antigen in the diagnosis of prostate cancer.
- Published in:
- 2015
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- Publication type:
- journal article
Multi-Channel 3D Deep Feature Learning for Survival Time Prediction of Brain Tumor Patients Using Multi-Modal Neuroimages.
- Published in:
- Scientific Reports, 2019, v. 9, n. 1, p. 1, doi. 10.1038/s41598-018-37387-9
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- Article
Abnormal Changes of Brain Cortical Anatomy and the Association with Plasma MicroRNA107 Level in Amnestic Mild Cognitive Impairment.
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- Frontiers in Aging Neuroscience, 2016, p. 1, doi. 10.3389/fnagi.2016.00112
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- Article
Subclass-based multi-task learning for Alzheimer's disease diagnosis.
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- Frontiers in Aging Neuroscience, 2014, v. 6, p. 1, doi. 10.3389/fnagi.2014.00168
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- Article
HIGH-DIMENSIONAL FACTOR REGRESSION FOR HETEROGENEOUS SUBPOPULATIONS.
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- Statistica Sinica, 2023, v. 33, n. 1, p. 27, doi. 10.5705/ss.202020.0145
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- Article
TENSOR GENERALIZED ESTIMATING EQUATIONS FOR LONGITUDINAL IMAGING ANALYSIS.
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- Statistica Sinica, 2019, v. 29, n. 4, p. 1977, doi. 10.5705/ss.202017.0153
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- Article
Histopathological auxiliary system for brain tumour (HAS-Bt) based on weakly supervised learning using a WHO CNS5-style pipeline.
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- Journal of Neuro-Oncology, 2023, v. 163, n. 1, p. 71, doi. 10.1007/s11060-023-04306-6
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- Article
AutoEncoder-Driven Multimodal Collaborative Learning for Medical Image Synthesis.
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- International Journal of Computer Vision, 2023, v. 131, n. 8, p. 1995, doi. 10.1007/s11263-023-01791-0
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- Article
Adversarial Confidence Learning for Medical Image Segmentation and Synthesis.
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- International Journal of Computer Vision, 2020, v. 128, n. 10/11, p. 2494, doi. 10.1007/s11263-020-01321-2
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- Article
Spatial normalization of diffusion tensor fields.
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- Magnetic Resonance in Medicine, 2003, v. 50, n. 1, p. 175, doi. 10.1002/mrm.10489
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- Article
Interactive prostate segmentation using atlas-guided semi-supervised learning and adaptive feature selection.
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- Medical Physics, 2014, v. 41, n. 11, p. 1, doi. 10.1118/1.4898200
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- Article
Deformable segmentation of 3D MR prostate images via distributed discriminative dictionary and ensemble learning.
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- Medical Physics, 2014, v. 41, n. 7, p. 1, doi. 10.1118/1.4884224
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- Article
Automated bone segmentation from dental CBCT images using patch-based sparse representation and convex optimization.
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- Medical Physics, 2014, v. 41, n. 4, p. 1, doi. 10.1118/1.4868455
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- Article
Resolution enhancement of lung 4D-CT via group-sparsity.
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- Medical Physics, 2013, v. 40, n. 12, p. 121717, doi. 10.1118/1.4829501
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- Article
Resolution enhancement of lung 4D-CT data using multiscale interphase iterative nonlocal means.
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- Medical Physics, 2013, v. 40, n. 5, p. 051916, doi. 10.1118/1.4802747
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- Article
Estimating the 4D respiratory lung motion by spatiotemporal registration and super-resolution image reconstruction.
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- Medical Physics, 2013, v. 40, n. 3, p. 031710, doi. 10.1118/1.4790689
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- Article
Improving image-guided radiation therapy of lung cancer by reconstructing 4D-CT from a single free-breathing 3D-CT on the treatment day.
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- Medical Physics, 2012, v. 39, n. 12, p. 7694, doi. 10.1118/1.4768226
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- Article
Prostate segmentation by sparse representation based classification.
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- Medical Physics, 2012, v. 39, n. 10, p. 6372, doi. 10.1118/1.4754304
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- Article
Hierarchical alignment of breast DCE-MR images by groupwise registration and robust feature matching.
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- Medical Physics, 2012, v. 39, n. 1, p. 353, doi. 10.1118/1.3665705
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- Article
Learning statistical correlation for fast prostate registration in image-guided radiotherapy.
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- Medical Physics, 2011, v. 38, n. 11, p. 5980, doi. 10.1118/1.3641645
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- Article
Segmenting CT prostate images using population and patient-specific statistics for radiotherapy.
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- Medical Physics, 2010, v. 37, n. 8, p. 4121, doi. 10.1118/1.3464799
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- Article
STEP: Spatiotemporal enhancement pattern for MR-based breast tumor diagnosis.
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- Medical Physics, 2009, v. 36, n. 7, p. 3192, doi. 10.1118/1.3151811
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- Article
Multiscale adaptive regression models for neuroimaging data.
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- Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2011, v. 73, n. 4, p. 559, doi. 10.1111/j.1467-9868.2010.00767.x
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- Article
Predicting Genomic Alterations of Phosphatidylinositol-3 Kinase Signaling in Hepatocellular Carcinoma: A Radiogenomics Study Based on Next-Generation Sequencing and Contrast-Enhanced CT.
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- Annals of Surgical Oncology: An Oncology Journal for Surgeons, 2022, v. 29, n. 7, p. 4552, doi. 10.1245/s10434-022-11505-4
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- Article
Predictive models of resting state networks for assessment of altered functional connectivity in mild cognitive impairment.
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- Brain Imaging & Behavior, 2014, v. 8, n. 4, p. 542, doi. 10.1007/s11682-013-9280-x
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- Article
Constraint relationship for reflectional symmetry and rotational symmetry.
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- Journal of Electronic Imaging, 2001, v. 10, n. 4, p. 998, doi. 10.1117/1.1407264
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- Article
Evaluation of PET/MRI for Tumor Volume Delineation for Head and Neck Cancer.
- Published in:
- Frontiers in Oncology, 2017, v. 7, p. 1, doi. 10.3389/fonc.2017.00008
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- Article
Diagnosis of Autism Spectrum Disorders Using Temporally Distinct Resting-State Functional Connectivity Networks.
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- CNS Neuroscience & Therapeutics, 2016, v. 22, n. 3, p. 212, doi. 10.1111/cns.12499
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- Article
Selecting Multiple Node Statistics Jointly from Functional Connectivity Networks for Brain Disorders Identification.
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- Brain Topography, 2022, v. 35, n. 5/6, p. 559, doi. 10.1007/s10548-022-00914-z
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- Article
Spatial Patterns, Longitudinal Development, and Hemispheric Asymmetries of Cortical Thickness in Infants from Birth to 2 Years of Age.
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- Journal of Neuroscience, 2015, v. 35, n. 24, p. 9150, doi. 10.1523/JNEUROSCI.4107-14.2015
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- Article
Mapping Longitudinal Development of Local Cortical Gyrification in Infants from Birth to 2 Years of Age.
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- Journal of Neuroscience, 2014, v. 34, n. 12, p. 4228, doi. 10.1523/JNEUROSCI.3976-13.2014
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- Article
Characterizing MRI biomarkers for early prediction of amnestic mild cognitive impairment among the community‐dwelling Chinese: Neuroimaging / Optimal neuroimaging measures for early detection.
- Published in:
- Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2020, v. 16, n. 11, p. 1, doi. 10.1002/alz.041450
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- Article
P4‐287: PREDICTION OF 7‐YEAR PROGRESSION FROM SUBJECTIVE COGNITIVE DECLINE TO MCI: EVIDENCE FROM THE CHINA LONGITUDINAL AGEING STUDY (CLAS).
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- Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2019, v. 15, p. P1396, doi. 10.1016/j.jalz.2019.06.3956
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- Article