Differential Diagnosis of Parkinsonism Based on Deep Metabolic Imaging Indices.

Humans Diagnosis, Differential Artificial Intelligence Parkinsonian Disorders / metabolism Supranuclear Palsy, Progressive / diagnosis Multiple System Atrophy / diagnosis Parkinson Disease / metabolism
Parkinson disease atypical parkinsonian syndrome deep learning deep metabolic imaging indices differential diagnosis

Journal

Journal of nuclear medicine : official publication, Society of Nuclear Medicine
ISSN: 1535-5667
Titre abrégé: J Nucl Med
Pays: United States
ID NLM: 0217410

Informations de publication

Date de publication:
11 2022
Historique:
received: 16 08 2021
revised: 22 02 2022
pubmed: 5 3 2022
medline: 4 11 2022
entrez: 4 3 2022
Statut: ppublish

Résumé

The clinical presentations of early idiopathic Parkinson disease (IPD) substantially overlap with those of atypical parkinsonian syndromes such as multiple system atrophy (MSA) and progressive supranuclear palsy (PSP). This study aimed to develop metabolic imaging indices based on deep learning to support the differential diagnosis of these conditions.

Identifiants

DOI: 10.2967/jnumed.121.263029 PMID: 35241481 PMC: PMC9635684
pubmed: 35241481
pii: jnumed.121.263029
doi: 10.2967/jnumed.121.263029
pmc: PMC9635684
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

1741-1747

Informations de copyright

© 2022 by the Society of Nuclear Medicine and Molecular Imaging.

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Auteurs

Ping Wu (P)

PET Center, Huashan Hospital, Fudan University, Shanghai, China.
National Research Center for Aging and Medicine & National Center for Neurological Disorders, Huashan Hospital, Fudan University, Shanghai, China.

Yu Zhao (Y)

Department of Nuclear Medicine, University of Bern, Bern, Switzerland.
AI Lab, Tencent, Shenzhen, China.
Department of Informatics, Technische Universität München, Munich, Germany.

Jianjun Wu (J)

Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China.

Matthias Brendel (M)

Department of Nuclear Medicine, University of Munich, Munich, Germany.

Jiaying Lu (J)

PET Center, Huashan Hospital, Fudan University, Shanghai, China.
National Research Center for Aging and Medicine & National Center for Neurological Disorders, Huashan Hospital, Fudan University, Shanghai, China.
Department of Nuclear Medicine, University of Bern, Bern, Switzerland.

Jingjie Ge (J)

PET Center, Huashan Hospital, Fudan University, Shanghai, China.

Alexander Bernhardt (A)

Department of Neurology, University of Munich, Munich, Germany.

Ling Li (L)

PET Center, Huashan Hospital, Fudan University, Shanghai, China.

Ian Alberts (I)

Department of Nuclear Medicine, University of Bern, Bern, Switzerland.

Sabrina Katzdobler (S)

Department of Neurology, University of Munich, Munich, Germany.

Igor Yakushev (I)

Department of Nuclear Medicine, Technische Universität München, Munich, Germany.

Jimin Hong (J)

Department of Nuclear Medicine, University of Bern, Bern, Switzerland.

Qian Xu (Q)

PET Center, Huashan Hospital, Fudan University, Shanghai, China.

Yimin Sun (Y)

National Research Center for Aging and Medicine & National Center for Neurological Disorders, Huashan Hospital, Fudan University, Shanghai, China.
Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China.

Fengtao Liu (F)

National Research Center for Aging and Medicine & National Center for Neurological Disorders, Huashan Hospital, Fudan University, Shanghai, China.
Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China.

Johannes Levin (J)

Department of Neurology, University of Munich, Munich, Germany.

Günter U Höglinger (GU)

Department of Neurology, Hannover Medical School, Hannover, Germany.

Claudio Bassetti (C)

Department of Neurology, University of Bern, Bern, Switzerland; and.

Yihui Guan (Y)

PET Center, Huashan Hospital, Fudan University, Shanghai, China.
National Research Center for Aging and Medicine & National Center for Neurological Disorders, Huashan Hospital, Fudan University, Shanghai, China.

Wolfgang H Oertel (WH)

Department of Neurology, University of Marburg, Marburg, Germany.

Wolfgang Weber (W)

Department of Nuclear Medicine, Technische Universität München, Munich, Germany.

Axel Rominger (A)

Department of Nuclear Medicine, University of Bern, Bern, Switzerland.

Jian Wang (J)

National Research Center for Aging and Medicine & National Center for Neurological Disorders, Huashan Hospital, Fudan University, Shanghai, China; zuochuantao@fudan.edu.cn wangjian_hs@fudan.edu.cn.
Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China.

Chuantao Zuo (C)

PET Center, Huashan Hospital, Fudan University, Shanghai, China; zuochuantao@fudan.edu.cn wangjian_hs@fudan.edu.cn.
National Research Center for Aging and Medicine & National Center for Neurological Disorders, Huashan Hospital, Fudan University, Shanghai, China.

Kuangyu Shi (K)

Department of Nuclear Medicine, University of Bern, Bern, Switzerland.
Department of Informatics, Technische Universität München, Munich, Germany.

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Classifications MeSH

questionsmedicales.fr › Eucaryotes › Animaux › Chordés › Vertébrés › Mammifères › Eutheria › Primates › Haplorhini › Catarrhini › Hominidae › Humains › Differential Diagnosis of Parkinsonism Based...
questionsmedicales.fr › Diagnostic › Diagnostic différentiel › Differential Diagnosis of Parkinsonism Based...
questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Algorithmes › Intelligence artificielle › Differential Diagnosis of Parkinsonism Based...
questionsmedicales.fr › Maladies du système nerveux › Maladies du système nerveux central › Troubles de la motricité › Syndromes parkinsoniens › Differential Diagnosis of Parkinsonism Based...
questionsmedicales.fr › États, signes et symptômes pathologiques › Signes et symptômes › Manifestations neurologiques › Paralysie › Ophtalmoplégie › Paralysie supranucléaire progressive › Differential Diagnosis of Parkinsonism Based...
questionsmedicales.fr › Maladies du système nerveux › Maladies neurodégénératives › Atrophie multisystématisée › Differential Diagnosis of Parkinsonism Based...
questionsmedicales.fr › Maladies du système nerveux › Maladies neurodégénératives › Maladie de Parkinson › Differential Diagnosis of Parkinsonism Based...