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Machine Learning in Clinical Neuroimaging: 5th International Workshop, MLCN 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings

1st Edition 2022, 2022

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Machine Learning in Clinical Neuroimaging: 4th International Workshop, MLCN 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings

1st ed. 2021., 2021

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From estimating activation locality to predicting disorder: A review of pattern recognition for neuroimaging-based psychiatric diagnostics

Neuroscience and biobehavioral reviews, 2015-10, Vol.57, p.328-349

2015

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Individual differences v. the average patient: mapping the heterogeneity in ADHD using normative models

Psychological medicine, 2020-01, Vol.50 (2), p.314-323

2020

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Inter-individual differences in human brain structure and morphology link to variation in demographics and behavior

eLife, 2019-07, Vol.8

2019

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Brain imaging genetics in ADHD and beyond – Mapping pathways from gene to disorder at different levels of complexity

Neuroscience and biobehavioral reviews, 2017-09, Vol.80, p.115-155

2017

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Beyond Lumping and Splitting: A Review of Computational Approaches for Stratifying Psychiatric Disorders

Biological psychiatry : cognitive neuroscience and neuroimaging, 2016-09, Vol.1 (5), p.433-447

2016

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Accommodating site variation in neuroimaging data using normative and hierarchical Bayesian models

NeuroImage (Orlando, Fla.), 2022-12, Vol.264, p.119699-119699, Article 119699

2022

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Machine Learning in Clinical Neuroimaging: 6th International Workshop, MLCN 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings

1, 2023

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Closing the life-cycle of normative modeling using federated hierarchical Bayesian regression

PloS one, 2022-12, Vol.17 (12)

2022

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Diagnostic accuracy of brain age prediction in a memory clinic population and comparison with clinically available volumetric measures

Scientific reports, 2023-09, Vol.13 (1), p.14957-14957, Article 14957

2023

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Closing the life-cycle of normative modeling using federated hierarchical Bayesian regression

PloS one, 2022-12, Vol.17 (12), p.e0278776-e0278776

2022

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Deviations from normative brain white and gray matter structure are associated with psychopathology in youth

Developmental cognitive neuroscience, 2022-12, Vol.58, p.101173-101173, Article 101173

2022

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Fine-grained topographic organization within somatosensory cortex during resting-state and emotional face-matching task and its association with ASD traits

Translational psychiatry, 2023-07, Vol.13 (1), p.270-270

2023

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Shared pattern of impaired social communication and cognitive ability in the youth brain across diagnostic boundaries

Developmental cognitive neuroscience, 2023-04, Vol.60, p.101219-101219, Article 101219

2023

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Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology: Third International Workshop, MLCN 2020, and Second International Workshop, RNO-AI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings

1, 2020

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Mapping Normative Trajectories of Cognitive Function and Its Relation to Psychopathology Symptoms and Genetic Risk in Youth

Biological psychiatry global open science, 2023-04, Vol.3 (2), p.255-263

2023

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Lower white matter microstructure in the superior longitudinal fasciculus is associated with increased response time variability in adults with attention-deficit/hyperactivity disorder

Journal of psychiatry & neuroscience, 2015-09, Vol.40 (5), p.344-351

2015

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From Complexity to Precision-Charting Decision-Making Through Normative Modeling

JAMA psychiatry (Chicago, Ill.), 2024-02, Vol.81 (2), p.117

2024

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Quantifying patterns of brain activity: Distinguishing unaffected siblings from participants with ADHD and healthy individuals

NeuroImage clinical, 2016-01, Vol.12 (C), p.227-233

2016

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Conceptualizing mental disorders as deviations from normative functioning

Molecular psychiatry, 2019-10, Vol.24 (10), p.1415-1424

2019

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The normative modeling framework for computational psychiatry

Nature protocols, 2022-07, Vol.17 (7), p.1711-1734

2022

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244. Interindividual Brain Morphology Deviations From Normative Trajectories in Psychopathy, Psychosis, and Violence

Biological psychiatry (1969), 2023-05, Vol.93 (9), p.S191-S192

2023

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Deep neural networks learn general and clinically relevant representations of the ageing brain

NeuroImage (Orlando, Fla.), 2022-08, Vol.256, p.119210-119210, Article 119210

2022

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Machine Learning in Clinical Neuroimaging: 5th International Workshop, MLCN 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings

Machine Learning in Clinical Neuroimaging: 4th International Workshop, MLCN 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings

From estimating activation locality to predicting disorder: A review of pattern recognition for neuroimaging-based psychiatric diagnostics

Individual differences v. the average patient: mapping the heterogeneity in ADHD using normative models

Inter-individual differences in human brain structure and morphology link to variation in demographics and behavior

Brain imaging genetics in ADHD and beyond – Mapping pathways from gene to disorder at different levels of complexity

Beyond Lumping and Splitting: A Review of Computational Approaches for Stratifying Psychiatric Disorders

Accommodating site variation in neuroimaging data using normative and hierarchical Bayesian models

Machine Learning in Clinical Neuroimaging: 6th International Workshop, MLCN 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings

Closing the life-cycle of normative modeling using federated hierarchical Bayesian regression

Diagnostic accuracy of brain age prediction in a memory clinic population and comparison with clinically available volumetric measures

Closing the life-cycle of normative modeling using federated hierarchical Bayesian regression

Charting brain growth and aging at high spatial precision

Deviations from normative brain white and gray matter structure are associated with psychopathology in youth

Fine-grained topographic organization within somatosensory cortex during resting-state and emotional face-matching task and its association with ASD traits

Shared pattern of impaired social communication and cognitive ability in the youth brain across diagnostic boundaries

Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology: Third International Workshop, MLCN 2020, and Second International Workshop, RNO-AI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings

Mapping Normative Trajectories of Cognitive Function and Its Relation to Psychopathology Symptoms and Genetic Risk in Youth

Lower white matter microstructure in the superior longitudinal fasciculus is associated with increased response time variability in adults with attention-deficit/hyperactivity disorder

From Complexity to Precision-Charting Decision-Making Through Normative Modeling

Quantifying patterns of brain activity: Distinguishing unaffected siblings from participants with ADHD and healthy individuals

Conceptualizing mental disorders as deviations from normative functioning

The normative modeling framework for computational psychiatry

244. Interindividual Brain Morphology Deviations From Normative Trajectories in Psychopathy, Psychosis, and Violence

Deep neural networks learn general and clinically relevant representations of the ageing brain

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