Convolutional Neural Networks for Neuroimaging in Parkinson's Disease:
Is Preprocessing Needed?

Convolutional Neural Networks for Neuroimaging in Parkinson's Disease: Is Preprocessing Needed?

21 November 2023

Francisco J. Martínez-Murcia

Papers citing "Convolutional Neural Networks for Neuroimaging in Parkinson's Disease: Is Preprocessing Needed?"

8 / 8 papers shown

Title
Multimodal Identification of Alzheimer's Disease: A Review Guian Fang Mengsha Liu Yi Zhong Zhuolin Zhang Jiehui Huang Zhenchao Tang C. Chen 22 0 0 06 Oct 2023
Revealing Patterns of Symptomatology in Parkinson's Disease: A Latent Space Analysis with 3D Convolutional Autoencoders E. D. D. L. Heras Francisco J. Martínez-Murcia I. A. Illán C. Jiménez-Mesa D. Castillo-Barnes J. Ramírez Juan M Gorriz 8 0 0 11 May 2023
Applications of Deep Learning Techniques for Automated Multiple Sclerosis Detection Using Magnetic Resonance Imaging: A Review A. Shoeibi Marjane Khodatars M. Jafari Parisa Moridian Mitra Rezaei ... Juan M Gorriz Jónathan Heras M. Panahiazar S. Nahavandi U. Acharya 32 125 0 11 May 2021
Deep Learning in current Neuroimaging: a multivariate approach with power and type I error control but arguable generalization ability C. Jiménez-Mesa J. Ramírez J. Suckling Jonathan Voglein J. Levin Juan M Gorriz Alzheimer's Disease Neuroimaging Initiative Adni Dominantly Inherited Alzheimer Network (DIAN) 14 10 0 30 Mar 2021
Uncertainty-driven ensembles of deep architectures for multiclass classification. Application to COVID-19 diagnosis in chest X-ray images J. E. Arco A. Ortiz J. Ramírez Francisco J. Martínez-Murcia Yudong Zhang Juan M Gorriz UQCV 24 3 0 27 Nov 2020
Machine learning for the diagnosis of Parkinson's disease: A systematic review J. Mei Christian Desrosiers J. Frasnelli OOD 25 3 0 13 Oct 2020
An Explainable Machine Learning Model for Early Detection of Parkinson's Disease using LIME on DaTscan Imagery Pavan Rajkumar Magesh Richard Delwin Myloth Rijo Jackson Tom FAtt 11 187 0 01 Aug 2020
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial T. Pianpanit Sermkiat Lolak Phattarapong Sawangjai E. Chuangsuwanich Theerawit Wilaiprasitporn 13 3 0 23 Aug 2019