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Ensemble of Deep Convolutional Neural Networks for Classification of Early Barrett’s Neoplasia Using Volumetric Laser Endomicroscopy
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In: Applied Sciences ; Volume 9 ; Issue 11 (2019)
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Anomalies of the Portal Venous System in Dogs and Cats as Seen on Multidetector-Row Computed Tomography: An Overview and Systematization Proposal
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In: Veterinary Sciences ; Volume 6 ; Issue 1 (2019)
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Predictors for functional and anatomic outcomes in macular edema secondary to non-infectious uveitis
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The clinico-metabolic correlates of language impairment in corticobasal syndrome and progressive supranuclear palsy
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In: ISSN: 2213-1582 ; NeuroImage: Clinical (2019) P. 102009 (2019)
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Focal Hypoperfusion in Acute Ischemic Stroke Perfusion CT: Clinical and Radiologic Predictors and Accuracy for Infarct Prediction.
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In: AJNR. American journal of neuroradiology, vol. 40, no. 3, pp. 483-489 (2019)
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Parietal involvement in the semantic variant of primary progressive aphasia with Alzheimer's disease CSF profile
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In: ISSN: 1387-2877 ; Journal of Alzheimer's Disease ; https://hal.sorbonne-universite.fr/hal-01928504 ; Journal of Alzheimer's Disease, IOS Press, 2018, 66 (1), pp.271 - 280. ⟨10.3233/JAD-180087⟩ (2018)
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An Automated Pipeline for the Analysis of PET Data on the Cortical Surface
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Marcoux, Arnaud; Burgos, Ninon; Bertrand, Anne; Teichmann, Marc; Routier, Alexandre; Wen, Junhao; Samper-Gonzalez, Jorge; Bottani, Simona; Durrleman, Stanley; Habert, Marie-Odile; Colliot, Olivier
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In: ISSN: 1662-5196 ; Frontiers in Neuroinformatics ; https://hal.inria.fr/hal-01950933 ; Frontiers in Neuroinformatics, Frontiers, 2018, 12, ⟨10.3389/fninf.2018.00094⟩ (2018)
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Abstract:
International audience ; We present a fully automatic pipeline for the analysis of PET data on the cortical surface. Our pipeline combines tools from FreeSurfer and PETPVC, and consists of (i) co-registration of PET and T1-w MRI (T1) images, (ii) intensity normalization, (iii) partial volume correction, (iv) robust projection of the PET signal onto the subject's cortical surface, (v) spatial normalization to a template, and (vi) atlas statistics. We evaluated the performance of the proposed workflow by performing group comparisons and showed that the approach was able to identify the areas of hypometabolism characteristic of different dementia syndromes: Alzheimer's disease (AD) and both the semantic and logopenic variants of primary progressive aphasia. We also showed that these results were comparable to those obtained with a standard volume-based approach. We then performed individual classifications and showed that vertices can be used as features to differentiate cognitively normal and AD subjects. This pipeline is integrated into Clinica, an open-source software platform for neuroscience studies available at www.clinica.run.
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Keyword:
[INFO.INFO-IM]Computer Science [cs]/Medical Imaging; [INFO]Computer Science [cs]; [SCCO.NEUR]Cognitive science/Neuroscience; Brain; Neurodegenerative diseases; PET; Pipeline; Positron emission tomography; Surface analysis; Workflow
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URL: https://hal.inria.fr/hal-01950933/document https://hal.inria.fr/hal-01950933 https://doi.org/10.3389/fninf.2018.00094 https://hal.inria.fr/hal-01950933/file/Marcoux_Colliot_An_automated_pipeline_for_the_analysis_of_PET_data_on_the_cortical_surface.pdf
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Interpretation of HRCT Scans in the Diagnosis of IPF: Improving Communication Between Pulmonologists and Radiologists.
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In: Lung, vol 196, iss 5 (2018)
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Evidence Supporting LI-RADS Major Features for CT- and MR Imaging-based Diagnosis of Hepatocellular Carcinoma: A Systematic Review.
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In: Radiology, vol 286, iss 1 (2018)
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Rates of Amyloid Imaging Positivity in Patients With Primary Progressive Aphasia.
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In: JAMA neurology, vol 75, iss 3 (2018)
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Rates of Amyloid Imaging Positivity in Patients With Primary Progressive Aphasia.
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In: JAMA neurology, vol 75, iss 3 (2018)
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32 |
Behavior of hyperreflective foci in non-infectious uveitic macular edema, a 12-month follow-up prospective study
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33 |
Diagnostic utility of FDG-PET in the differential diagnosis between different forms of primary progressive aphasia
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In: ISSN: 1619-7070 ; European Journal of Nuclear Medicine and Molecular Imaging, Vol. 45, No 9 (2018) pp. 1526-1533 (2018)
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Hemodynamics of speech production: An fNIRS investigation of children who stutter
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Hemodynamics of speech production: an fNIRS investigation of children who stutter
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Hippocampal activation is associated with longitudinal amyloid accumulation and cognitive decline.
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REPORT ABOUT THE 28TH INTERNATIONAL CONGRESS OF PAPYROLOGY (BARCELONA, 2016)
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In: Lexicon Philosophicum: International Journal for the History of Texts and Ideas; Nr. 5 (2017): Lexicon Philosophicum ; Lexicon Philosophicum: International Journal for the History of Texts and Ideas; No. 5 (2017): Lexicon Philosophicum ; Lexicon Philosophicum: International Journal for the History of Texts and Ideas; Núm. 5 (2017): Lexicon Philosophicum ; Lexicon Philosophicum: International Journal for the History of Texts and Ideas; N. 5 (2017): Lexicon Philosophicum ; 2283-7833 (2017)
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Improving the clinical applicability of electrophysiological assessments and cochlear imaging in adult cochlear implant patients
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Nonâ ionizing realâ time ultrasonography in implant and oral surgery: A feasibility study
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Spectral Domain Optical Coherence Tomography: An In Vivo Imaging Protocol for Assessing Retinal Morphology in Adult Zebrafish
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In: Zebrafish (2017) (In press). (2017)
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