نتائج البحث

Multi-output lesion-symptom mapping using deep learning and explainable AI in small vessel disease

• Authors : San Roman Gaitero, Ana; Luca, Alberto de (Thesis Advisor)

Subjects: The study proposes a novel deep learning method using explainable AI to perform lesion-symptom mapping. The approach is validated in a simulation study using WMH segmentations of 821 memory clinic patients and artificial cognitive scores; Master Thesis; Student Thesis

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The impact of etiology in lesion-symptom mapping: A direct comparison between tumor and stroke

• Authors : Grinsven, E.E. van; Smits, A.R.; Kessel, E. van

• Source: Neuroimage. Clinical; 2213-1582; 37; 103305; ~Neuroimage. Clinical~~~~~2213-1582~~37~~103305

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Brain areas critical for picture naming: A systematic review and meta-analysis of lesion-symptom mapping studies

• Authors : Piai, V.; Eikelboom, D.

• Source: Neurobiology of Language; 280; 296; 2641-4368; 2; 4; ~Neurobiology of Language~280~296~~~2641-4368~2~4~~

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Multi-output Deep Learning and Explainable AI methods for Lesion-Symptom Mapping

• Authors : Garcia-Tejedor Bilbao-Goyoaga, Andrea; Vincken, Koen (Thesis Advisor)

Subjects: This project aims to research how DL techniques can be used to extend the current methods used to research LSM, exploring the advantages and limitations of using CNNs to find lesion-symptom correlations. More specifically, this project proposes a DL model that is not only capable of predicting multiple simulated cognitive scores from lesion MRI images of patients caused by SVD, but can also identify the locations in the brain that have been used to compute the artificial scores using XAI; Master Thesis; Student Thesis

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The impact of etiology in lesion-symptom mapping: A direct comparison between tumor and stroke.

• Authors : Grinsven, E.E. van

Subjects: Neuropsychology and rehabilitation psychology.; Neuro- en revalidatiepsychologie.Article / Letter to editor.

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Strategic white matter hyperintensity locations for cognitive impairment:A multicenter lesion-symptom mapping study in 3525 memory clinic patients

• Authors : Coenen, Mirthe; Kuijf, Hugo J; Huenges Wajer, Irene M C

Subjects: dk/atira/pure/sustainabledevelopmentgoals/good_health_and_well_being; article; article

• Source: Coenen , M , Kuijf , H J , for the Alzheimer's Disease Neuroimaging Initiative , Huenges Wajer , I M C , Duering , M , Wolters , F J , Fletcher , E F , Maillard , P M , Barkhof , F , Barnes , J ,

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Brain areas critical for picture naming: A systematic review and meta-analysis of lesion-symptom mapping studies.

• Authors : Piai, V.

Subjects: All institutes and research themes of the Radboud University Medical Center.; Neuropsychology and rehabilitation psychology.; Radboudumc 7: Neurodevelopmental disorders DCMN: Donders Center for Medical Neuroscience.Article / Letter to editor.

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Lesion-Symptom Mapping for Memory Performance in Stroke Patients

• Authors : Mock, Nadia

Subjects: Institute of Psychology; UZH Dissertations; 150 Psychology

• Source: Mock, Nadia. Lesion-Symptom Mapping for Memory Performance in Stroke Patients. 2023, University of Zurich,

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Disentangling poststroke cognitive deficits and their neuroanatomical correlates through combined multivariable and multioutcome lesion-symptom mapping

• Authors : Opleiding Neurologie; Neurologen; Brain

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The impact of etiology in lesion-symptom mapping - A direct comparison between tumor and stroke

• Authors : Neuropsychologie; Groep Timmers; Neurochirurgie

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