Differential diagnosis of neurodegenerative dementias with the explainable MRI based machine learning algorithm MUQUBIA (vol 13, 17355, 2023)

被引:0
|
作者
De Francesco, Silvia
Crema, Claudio
Archetti, Damiano
Muscio, Cristina
Reid, Robert I.
Nigri, Anna
Bruzzone, Maria Grazia
Tagliavini, Fabrizio
Lodi, Raffaele
D'Angelo, Egidio
Boeve, Brad
Kantarci, Kejal
Firbank, Michael
Taylor, John-Paul
Tiraboschi, Pietro
Redolfi, Alberto
机构
[1] IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli,Laboratory of Neuroinformatics
[2] ASST Bergamo Ovest,Division of Neurology V/Neuropathology
[3] Fondazione IRCCS Istituto Neurologico Carlo Besta,Department of Information Technology
[4] Mayo Clinic and Foundation,Department of Neuroradiology
[5] Fondazione IRCCS Istituto Neurologico Carlo Besta,Scientific Directorate
[6] Fondazione IRCCS Istituto Neurologico Carlo Besta,Department of Biomedical and Neuromotor Sciences
[7] University of Bologna,Department of Brain and Behavioral Sciences
[8] IRCCS Istituto delle Scienze Neurologiche di Bologna,Department of Neurology
[9] University of Pavia,Department of Radiology
[10] IRCCS Mondino Foundation,Translational and Clinical Research Institute
[11] Mayo Clinic,undefined
[12] Mayo Clinic,undefined
[13] Newcastle University,undefined
[14] Campus for Ageing and Vitality,undefined
[15] Queen Square MS Center,undefined
[16] Department of Neuroinflammation,undefined
[17] UCL Institute of Neurology,undefined
[18] University of Pavia,undefined
[19] IRCCS Stella Maris,undefined
[20] Istituto di Ricerche Farmacologiche Mario Negri IRCCS,undefined
[21] IRCCS SYNLAB SDN,undefined
[22] IRCCS Istituti Clinici Scientifici Maugeri,undefined
[23] Oasi Research Institute-IRCCS,undefined
[24] Scientific Institute,undefined
[25] IRCCS E. Medea,undefined
[26] Fondazione IRCCS Istituto Neurologico Carlo Besta,undefined
[27] IRCCS Fondazione Don Carlo Gnocchi ONLUS,undefined
[28] IRCCS Centro Neurolesi Bonino Pulejo,undefined
[29] IRCCS Istituto Ospedale Pediatrico Bambino Gesù,undefined
[30] Fondazione IRCCS Santa Lucia,undefined
[31] IRCCS Neuromed,undefined
[32] IRCCS Ospedale San Raffaele,undefined
[33] IRCCS Istituto Auxologico Italiano,undefined
[34] Fondazione IRCCS Ca’ Granda Osp. Maggiore Policlinico,undefined
[35] University of Genoa,undefined
[36] Philips Healthcare,undefined
[37] Fondazione Policlinico Universitario Agostino Gemelli IRCCS,undefined
[38] IRCCS Humanitas Research Hospital,undefined
[39] IRCCS Ospedale Policlinico San Martino,undefined
[40] IRCCS Istituto Giannina Gaslini,undefined
[41] University of Turin,undefined
关键词
D O I
10.1038/s41598-024-51435-7
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
引用
收藏
页数:1
相关论文
共 20 条
  • [1] Differential diagnosis of neurodegenerative dementias with the explainable MRI based machine learning algorithm MUQUBIA
    Silvia De Francesco
    Claudio Crema
    Damiano Archetti
    Cristina Muscio
    Robert I. Reid
    Anna Nigri
    Maria Grazia Bruzzone
    Fabrizio Tagliavini
    Raffaele Lodi
    Egidio D’Angelo
    Brad Boeve
    Kejal Kantarci
    Michael Firbank
    John-Paul Taylor
    Pietro Tiraboschi
    Alberto Redolfi
    Scientific Reports, 13
  • [2] Differential diagnosis of neurodegenerative dementias with the explainable MRI based machine learning algorithm MUQUBIA
    De Francesco, Silvia
    Crema, Claudio
    Archetti, Damiano
    Muscio, Cristina
    Reid, Robert I.
    Nigri, Anna
    Bruzzone, Maria Grazia
    Tagliavini, Fabrizio
    Lodi, Raffaele
    D'Angelo, Egidio
    Boeve, Brad
    Kantarci, Kejal
    Firbank, Michael
    Taylor, John-Paul
    Tiraboschi, Pietro
    Redolfi, Alberto
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [3] Author Correction: Differential diagnosis of neurodegenerative dementias with the explainable MRI based machine learning algorithm MUQUBIA
    Silvia De Francesco
    Claudio Crema
    Damiano Archetti
    Cristina Muscio
    Robert I. Reid
    Anna Nigri
    Maria Grazia Bruzzone
    Fabrizio Tagliavini
    Raffaele Lodi
    Egidio D’Angelo
    Brad Boeve
    Kejal Kantarci
    Michael Firbank
    John-Paul Taylor
    Pietro Tiraboschi
    Alberto Redolfi
    Scientific Reports, 14
  • [4] Differential diagnosis between common neurodegenerative dementias using metabolic brain images and machine learning
    Perovnik, M.
    Lezai, L.
    Trost, M.
    EUROPEAN JOURNAL OF NEUROLOGY, 2021, 28 : 75 - 75
  • [5] Diagnosis of cognitive and motor disorders levels in stroke patients through explainable machine learning based on MRI
    Wang, Meng
    Lin, Yi
    Gu, Feifei
    Xing, Wenyu
    Li, Boyi
    Jiang, Xue
    Liu, Chengcheng
    Li, Dan
    Li, Ying
    Wu, Yi
    Ta, Dean
    MEDICAL PHYSICS, 2024, 51 (03) : 1763 - 1774
  • [6] Predicting metastasis in gastric cancer patients: machine learning-based approaches (vol 13, 4163, 2023)
    Talebi, Atefeh
    Celis-Morales, Carlos A.
    Borumandnia, Nasrin
    Abbasi, Somayeh
    Pourhoseingholi, Mohamad Amin
    Akbari, Abolfazl
    Yousefi, Javad
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [7] Self-report symptom-based endometriosis prediction using machine learning (vol 13, 5499, 2023)
    Goldstein, Anat
    Cohen, Shani
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [8] New interpretation of GNRV® knee arthrometer results for ACL injury diagnosis support using machine learning (vol 13, 100480, 2023)
    Mouchotte, Jean
    LeBerre, Matthieu
    Cojean, Theo
    Robert, Henri
    MACHINE LEARNING WITH APPLICATIONS, 2024, 16
  • [9] A hybrid explainable model based on advanced machine learning and deep learning models for classifying brain tumors using MRI images (vol 15, 1649, 2025)
    Nahiduzzaman, Md.
    Abdulrazak, Lway Faisal
    Kibria, Hafsa Binte
    Khandakar, Amith
    Ayari, Mohamed Arselene
    Ahamed, Md. Faysal
    Ahsan, Mominul
    Haider, Julfikar
    Moni, Mohammad Ali
    Kowalski, Marcin
    SCIENTIFIC REPORTS, 2025, 15 (01):
  • [10] Skin Lesion Analysis and Cancer Detection Based on Machine/Deep Learning Techniques: A Comprehensive Survey ( vol 13, 146, 2023)
    Zafar, Mehwish
    Sharif, Muhammad Imran
    Sharif, Muhammad Irfan
    Kadry, Seifedine
    Bukhari, Syed Ahmad Chan
    Rauf, Hafiz Tayyab
    LIFE-BASEL, 2025, 15 (02):