Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: the CADDementia challenge.

Autor: Bron EE; Biomedical Imaging Group Rotterdam, Department of Medical Informatics, Erasmus MC, Rotterdam, The Netherlands; Biomedical Imaging Group Rotterdam, Department of Radiology, Erasmus MC, Rotterdam, The Netherlands. Electronic address: caddementia@bigr.nl., Smits M; Department of Radiology, Erasmus MC, Rotterdam, The Netherlands., van der Flier WM; Alzheimer Center, Department of Neurology, VU University Medical Center, Neuroscience Campus Amsterdam, The Netherlands; Department of Epidemiology & Biostatistics, VU University Medical Center, Neuroscience Campus Amsterdam, The Netherlands., Vrenken H; Department of Radiology & Nuclear Medicine, VU University Medical Center, Neuroscience Campus Amsterdam, The Netherlands., Barkhof F; Department of Radiology & Nuclear Medicine, VU University Medical Center, Neuroscience Campus Amsterdam, The Netherlands., Scheltens P; Alzheimer Center, Department of Neurology, VU University Medical Center, Neuroscience Campus Amsterdam, The Netherlands., Papma JM; Department of Neurology, Erasmus MC, Rotterdam, The Netherlands; Department of Radiology, Erasmus MC, Rotterdam, The Netherlands., Steketee RM; Department of Radiology, Erasmus MC, Rotterdam, The Netherlands., Méndez Orellana C; Department of Radiology, Erasmus MC, Rotterdam, The Netherlands; Department of Neurology, Erasmus MC, Rotterdam, The Netherlands., Meijboom R; Department of Radiology, Erasmus MC, Rotterdam, The Netherlands., Pinto M; Department of Neurology, Hospital de São João, Porto, Portugal., Meireles JR; Department of Neurology, Hospital de São João, Porto, Portugal., Garrett C; Department of Neurology, Hospital de São João, Porto, Portugal; Department of Clinical Neurosciences and Mental Health, Faculty of Medicine, University of Porto, Porto, Portugal., Bastos-Leite AJ; Department of Medical Imaging, Faculty of Medicine, University of Porto, Porto, Portugal., Abdulkadir A; Department of Psychiatry & Psychotherapy, University Medical Centre Freiburg, Germany; Department of Neurology, University Medical Centre Freiburg, Germany; Department of Computer Science, University of Freiburg, Germany., Ronneberger O; BIOSS Centre for Biological Signaling Studies, University of Freiburg, Germany; Department of Computer Science, University of Freiburg, Germany., Amoroso N; National Institute of Nuclear Physics, Branch of Bari, Italy; Department of Physics, University of Bari, Italy., Bellotti R; National Institute of Nuclear Physics, Branch of Bari, Italy; Department of Physics, University of Bari, Italy., Cárdenas-Peña D; Signal Processing and Recognition Group, Universidad Nacional de Colombia, Colombia., Álvarez-Meza AM; Signal Processing and Recognition Group, Universidad Nacional de Colombia, Colombia., Dolph CV; Vision Lab, Old Dominion University, Norfolk, VA 23529, USA., Iftekharuddin KM; Vision Lab, Old Dominion University, Norfolk, VA 23529, USA., Eskildsen SF; Center of Functionally Integrative Neuroscience and MINDLab, Aarhus University, Aarhus, Denmark., Coupé P; Laboratoire Bordelais de Recherche en Informatique, Unit Mixte de Recherche CNRS (UMR 5800), PICTURA Research Group, Bordeaux, France., Fonov VS; McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, Canada., Franke K; Structural Brain Mapping Group, Department of Neurology, Jena University Hospital, Germany; Structural Brain Mapping Group, Department of Psychiatry, Jena University Hospital, Germany., Gaser C; Structural Brain Mapping Group, Department of Neurology, Jena University Hospital, Germany; Structural Brain Mapping Group, Department of Psychiatry, Jena University Hospital, Germany., Ledig C; Biomedical Image Analysis (BioMedIA) Group, Department of Computing, Imperial College London, UK., Guerrero R; Biomedical Image Analysis (BioMedIA) Group, Department of Computing, Imperial College London, UK., Tong T; Biomedical Image Analysis (BioMedIA) Group, Department of Computing, Imperial College London, UK., Gray KR; Biomedical Image Analysis (BioMedIA) Group, Department of Computing, Imperial College London, UK., Moradi E; Department of Signal Processing, Tampere University of Technology, Finland., Tohka J; Department of Signal Processing, Tampere University of Technology, Finland., Routier A; Inserm U1127, CNRS UMR 7225, Sorbonne Universités, UPMC Univ Paris 06 UMR S 1127, Institut du Cerveau et de la Moelle épinière, ICM, Inria Paris-Rocquencourt, F-75013 Paris, France; Centre d'Acquisition et de Traitement des Images (CATI), Paris, France., Durrleman S; Inserm U1127, CNRS UMR 7225, Sorbonne Universités, UPMC Univ Paris 06 UMR S 1127, Institut du Cerveau et de la Moelle épinière, ICM, Inria Paris-Rocquencourt, F-75013 Paris, France; Centre d'Acquisition et de Traitement des Images (CATI), Paris, France., Sarica A; Bioinformatics Laboratory, Department of Medical and Surgical Sciences, Magna Graecia University, Catanzaro, Italy., Di Fatta G; School of Systems Engineering, University of Reading, Reading RG6 6AY, UK., Sensi F; National Institute of Nuclear Physics, Branch of Genoa, Italy., Chincarini A; National Institute of Nuclear Physics, Branch of Genoa, Italy., Smith GM; Centre for Integrative Neuroscience and Neurodynamics, University of Reading, RG6 6AH, UK; School of Systems Engineering, University of Reading, Reading RG6 6AY, UK., Stoyanov ZV; Centre for Integrative Neuroscience and Neurodynamics, University of Reading, RG6 6AH, UK; School of Systems Engineering, University of Reading, Reading RG6 6AY, UK., Sørensen L; Department of Computer Science, University of Copenhagen, Denmark., Nielsen M; Department of Computer Science, University of Copenhagen, Denmark., Tangaro S; National Institute of Nuclear Physics, Branch of Bari, Italy., Inglese P; National Institute of Nuclear Physics, Branch of Bari, Italy., Wachinger C; Computer Science and Artificial Intelligence Lab, MA Institute of Technology, Cambridge, USA; Massachusetts General Hospital, Harvard Medical School, Cambridge, USA., Reuter M; Computer Science and Artificial Intelligence Lab, MA Institute of Technology, Cambridge, USA; Massachusetts General Hospital, Harvard Medical School, Cambridge, USA., van Swieten JC; Department of Neurology, Erasmus MC, Rotterdam, The Netherlands., Niessen WJ; Biomedical Imaging Group Rotterdam, Department of Medical Informatics, Erasmus MC, Rotterdam, The Netherlands; Biomedical Imaging Group Rotterdam, Department of Radiology, Erasmus MC, Rotterdam, The Netherlands; Imaging Physics, Applied Sciences, Delft University of Technology, The Netherlands., Klein S; Biomedical Imaging Group Rotterdam, Department of Medical Informatics, Erasmus MC, Rotterdam, The Netherlands; Biomedical Imaging Group Rotterdam, Department of Radiology, Erasmus MC, Rotterdam, The Netherlands.

Publikováno v: NeuroImage [Neuroimage] 2015 May 01; Vol. 111, pp. 562-79. Date of Electronic Publication: 2015 Jan 31.

Global nonlinear approach for mapping parameters of neural mass models.

Autor: Dunstan, Dominic M.^1,2 (AUTHOR) d.dunstan@exeter.ac.uk, Richardson, Mark P.³ (AUTHOR), Abela, Eugenio³ (AUTHOR), Akman, Ozgur E.¹ (AUTHOR), Goodfellow, Marc^1,2 (AUTHOR) d.dunstan@exeter.ac.uk

Publikováno v: PLoS Computational Biology. 3/24/2023, Vol. 19 Issue 3, p1-28. 28p. 1 Chart, 11 Graphs, 1 Map.

Explainability of random survival forests in predicting conversion risk from mild cognitive impairment to Alzheimer's disease.

Autor: Sarica, Alessia, Aracri, Federica, Bianco, Maria Giovanna, Arcuri, Fulvia, Quattrone, Andrea, Quattrone, Aldo

Publikováno v: Brain Informatics; 11/18/2023, Vol. 10 Issue 1, p1-17, 17p

Development of framework by combining CNN with KNN to detect Alzheimer's disease using MRI images.

Autor: Lanjewar, Madhusudan G, Parab, Jivan S, Shaikh, Arman Yusuf

Publikováno v: Multimedia Tools & Applications; Mar2023, Vol. 82 Issue 8, p12699-12717, 19p

An Optimized Decision Tree with Genetic Algorithm Rule-Based Approach to Reveal the Brain's Changes During Alzheimer's Disease Dementia.

Autor: Karami, Vania, Nittari, Giulio, Traini, Enea, Amenta, Francesco

Publikováno v: Journal of Alzheimer's Disease; 2021, Vol. 84 Issue 4, p1577-1584, 8p