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Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge

IEEE transactions on medical imaging, 2019-09, Vol.38 (9), p.2219-2230

2019

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IEEE_Xplore

High-resolution atlasing and segmentation of the subcortex: Review and perspective on challenges and opportunities created by machine learning

NeuroImage (Orlando, Fla.), 2022-11, Vol.263, p.119616-119616, Article 119616

2022

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A multimodal computational pipeline for 3D histology of the human brain

Scientific reports, 2020-08, Vol.10 (1), p.13839-13839, Article 13839

2020

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Robust joint registration of multiple stains and MRI for multimodal 3D histology reconstruction: Application to the Allen human brain atlas

Medical image analysis, 2022-01, Vol.75, p.102265-102265, Article 102265

2022

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Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge

IEEE transactions on medical imaging, 2019-11, Vol.38 (11), p.2556-2568

2019

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IEEE_Xplore

Synth-by-Reg (SbR): Contrastive Learning for Synthesis-Based Registration of Paired Images

Simulation and Synthesis in Medical Imaging, 2021, p.44-54

2021

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Projection to Latent Spaces Disentangles Pathological Effects on Brain Morphology in the Asymptomatic Phase of Alzheimer's Disease

Frontiers in neurology, 2020-07, Vol.11, p.648-648

2020

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NeAT: a Nonlinear Analysis Toolbox for Neuroimaging

Neuroinformatics (Totowa, N.J.), 2020-10, Vol.18 (4), p.517-530

2020

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Cascaded V-Net Using ROI Masks for Brain Tumor Segmentation

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.381-391

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3D Convolutional Neural Networks for Brain Tumor Segmentation: A Comparison of Multi-resolution Architectures

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.150-161

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Auditing Unfair Biases in CNN-Based Diagnosis of Alzheimer’s Disease

Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, p.172-182

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Shared Latent Structures Between Imaging Features and Biomarkers in Early Stages of Alzheimer’s Disease

PRedictive Intelligence in MEdicine, 2018, p.60-67

2018

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PROJECTION TO LATENT SPACES DISENTANGLES SPECIFIC CEREBRAL MORPHOMETRIC PATTERNS ASSOCIATED WITH AGING AND PRECLINICAL AD

Alzheimer's & dementia, 2018-07, Vol.14 (7), p.P869-P870

2018

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P2‐419: PROJECTION TO LATENT SPACES DISENTANGLES SPECIFIC CEREBRAL MORPHOMETRIC PATTERNS ASSOCIATED WITH AGING AND PRECLINICAL AD

Alzheimer's & dementia, 2018-07, Vol.14 (7S_Part_16), p.P869-P870

2018

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DETECTION OF AMYLOID-POSITIVE COGNITIVELY UNIMPAIRED INDIVIDUALS USING VOXEL-BASED MACHINE LEARNING ON STRUCTURAL LONGITUDINAL BRAIN MRI

Alzheimer's & dementia, 2019-07, Vol.15 (7), p.P752-P754

2019

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P2‐389: DETECTION OF AMYLOID‐POSITIVE COGNITIVELY UNIMPAIRED INDIVIDUALS USING VOXEL‐BASED MACHINE LEARNING ON STRUCTURAL LONGITUDINAL BRAIN MRI

Alzheimer's & dementia, 2019-07, Vol.15 (7S_Part_14)

2019

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P2‐389: DETECTION OF AMYLOID‐POSITIVE COGNITIVELY UNIMPAIRED INDIVIDUALS USING VOXEL‐BASED MACHINE LEARNING ON STRUCTURAL LONGITUDINAL BRAIN MRI

Alzheimer's & dementia, 2019-07, Vol.15, p.P752-P754

2019

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P3‐375: CHARACTERISTIC BRAIN VOLUMETRIC CHANGES IN THE AD PRECLINICAL SIGNATURE

Alzheimer's & dementia, 2018-07, Vol.14 (7S_Part_23), p.P1235-P1235

2018

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Bayesian learning for time-varying linear prediction of speech

2015 23rd European Signal Processing Conference (EUSIPCO), 2015, p.325-329

2015

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DeepReg: a deep learning toolkit for medical image registration

Journal of open source software, 2020-11, Vol.5 (55), p.2705

2020

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3D Reconstruction and Segmentation of Dissection Photographs for MRI-Free Neuropathology

Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, p.204-214

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3D convolutional neural networks for brain tumor segmentation: a comparison of multi-resolution architectures

2017

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Abacavir-based therapy does not affect biological mechanisms associated with cardiovascular dysfunction

AIDS (London), 2010-01, Vol.24 (3), p.F1-F9

2010

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Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge

High-resolution atlasing and segmentation of the subcortex: Review and perspective on challenges and opportunities created by machine learning

Machine learning of dissection photographs and surface scanning for quantitative 3D neuropathology

A multimodal computational pipeline for 3D histology of the human brain

Robust joint registration of multiple stains and MRI for multimodal 3D histology reconstruction: Application to the Allen human brain atlas

Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge

Synth-by-Reg (SbR): Contrastive Learning for Synthesis-Based Registration of Paired Images

Projection to Latent Spaces Disentangles Pathological Effects on Brain Morphology in the Asymptomatic Phase of Alzheimer's Disease

NeAT: a Nonlinear Analysis Toolbox for Neuroimaging

Cascaded V-Net Using ROI Masks for Brain Tumor Segmentation

3D Convolutional Neural Networks for Brain Tumor Segmentation: A Comparison of Multi-resolution Architectures

Machine learning of dissection photographs and surface scanning for quantitative 3D neuropathology

Auditing Unfair Biases in CNN-Based Diagnosis of Alzheimer’s Disease

Shared Latent Structures Between Imaging Features and Biomarkers in Early Stages of Alzheimer’s Disease

PROJECTION TO LATENT SPACES DISENTANGLES SPECIFIC CEREBRAL MORPHOMETRIC PATTERNS ASSOCIATED WITH AGING AND PRECLINICAL AD

P2‐419: PROJECTION TO LATENT SPACES DISENTANGLES SPECIFIC CEREBRAL MORPHOMETRIC PATTERNS ASSOCIATED WITH AGING AND PRECLINICAL AD

DETECTION OF AMYLOID-POSITIVE COGNITIVELY UNIMPAIRED INDIVIDUALS USING VOXEL-BASED MACHINE LEARNING ON STRUCTURAL LONGITUDINAL BRAIN MRI

P2‐389: DETECTION OF AMYLOID‐POSITIVE COGNITIVELY UNIMPAIRED INDIVIDUALS USING VOXEL‐BASED MACHINE LEARNING ON STRUCTURAL LONGITUDINAL BRAIN MRI

P2‐389: DETECTION OF AMYLOID‐POSITIVE COGNITIVELY UNIMPAIRED INDIVIDUALS USING VOXEL‐BASED MACHINE LEARNING ON STRUCTURAL LONGITUDINAL BRAIN MRI

P3‐375: CHARACTERISTIC BRAIN VOLUMETRIC CHANGES IN THE AD PRECLINICAL SIGNATURE

Bayesian learning for time-varying linear prediction of speech

DeepReg: a deep learning toolkit for medical image registration

3D Reconstruction and Segmentation of Dissection Photographs for MRI-Free Neuropathology

3D convolutional neural networks for brain tumor segmentation: a comparison of multi-resolution architectures

Abacavir-based therapy does not affect biological mechanisms associated with cardiovascular dysfunction

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