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Employment (1)

Deutsches Zentrum für Neurodegenerative Erkrankungen: Rostock, DE

2022-09-01 to present
Employment
Source: Self-asserted source
Devesh Singh

Education and qualifications (2)

Otto-von-Guericke University Magdeburg: Magdeburg, DE

2018 to 2022 | MSc. in Data and Knowledge Engineering
Education
Source: Self-asserted source
Devesh Singh

Dhirubhai Ambani Institute of Information and Communication Technology: Gandhinagar, Gujarat, IN

2013 to 2017 | B.Tech. in Information and Communication Technology
Education
Source: Self-asserted source
Devesh Singh

Works (10)

Evaluating the Fidelity of Explanations for Convolutional Neural Networks in Alzheimer’s Disease Detection

Informatik aktuell
2025 | Conference proceedings
DOI: 10.1007/978-3-658-47422-5_18
Part of ISBN: 9783658474218
Part of ISBN: 9783658474225
Part of ISSN: 1431-472X
Part of ISSN: 2628-8958
Contributors: Bjarne C. Hiller; Sebastian Bader; Devesh Singh; Thomas Kirste; Martin Becker; Martin Dyrba
Source: Self-asserted source
Devesh Singh

Contrastive self-supervised learning for neurodegenerative disorder classification

Frontiers in Neuroinformatics
2025-02-17 | Journal article
DOI: 10.3389/fninf.2025.1527582
Part of ISSN: 1662-5196
Contributors: Vadym Gryshchuk; Devesh Singh; Stefan Teipel; Martin Dyrba
Source: Self-asserted source
Devesh Singh

An explainable framework for convolutional neural networks detecting dementia in MRI scans

Alzheimer's & Dementia
2024-12 | Conference proceedings
DOI: 10.1002/alz.086103
Part of ISSN: 1552-5260
Part of ISSN: 1552-5279
Contributors: Devesh Singh; Alice Grazia; Martin Dyrba; Stefan Teipel
Source: Self-asserted source
Devesh Singh

Detecting amyloid positivity from MRI scans using comprehensible convolutional neural networks

Alzheimer's & Dementia
2024-12 | Conference proceedings
DOI: 10.1002/alz.093800
Part of ISSN: 1552-5260
Part of ISSN: 1552-5279
Contributors: Fedor Levin; Qingyue Li; Devesh Singh; Katharina Buerger; Klaus Fliessbach; Michael T. Heneka; Luca Kleineidam; Christoph Laske; Robert Perneczky; Oliver Peters et al.
Source: Self-asserted source
Devesh Singh

SMAS: Structural MRI-Based AD Score using Bayesian VAE

2024-11-07 | Preprint
DOI: 10.1101/2024.11.07.622411
Contributors: A. Nemali; J. Bernal; R. Yakupov; D. Singh; M. Dyrba; E.I. Incesoy; S. Mukherjee; O. Peters; J. Hellmann-Regen; E. Ersözlü et al.
Source: Self-asserted source
Devesh Singh

Contrastive Self-supervised Learning for Neurodegenerative Disorder Classification

2024-07-04 | Preprint
DOI: 10.1101/2024.07.03.24309882
Contributors: Vadym Gryshchuk; Devesh Singh; Stefan Teipel; Martin Dyrba
Source: check_circle
Crossref

Computational Ontology and Visualization Framework for the Visual Comparison of Brain Atrophy Profiles

Bildverarbeitung für die Medizin 2024
2024-02-20 | Book chapter | Author
DOI: 10.1007/978-3-658-44037-4_43
Part of ISBN: 9783658440367
Part of ISBN: 9783658440374
Part of ISSN: 1431-472X
Part of ISSN: 2628-8958
Contributors: Devesh Singh; Martin Dyrba
Source: Self-asserted source
Devesh Singh
grade
Preferred source (of 2)‎

Comparison of CNN Architectures for Detecting Alzheimer’s Disease using Relevance Maps

Informatik aktuell
2023 | Book chapter
DOI: 10.1007/978-3-658-41657-7_51
Part of ISBN: 9783658416560
Part of ISBN: 9783658416577
Part of ISSN: 1431-472X
Contributors: Devesh Singh; Martin Dyrba
Source: Self-asserted source
Devesh Singh

Healthcare 3.0: How to Transform Machine Learning Prototypes into Functional Healthcare Applications for Diagnostic Assistance?

Alzheimer's&Dementia
2023-12 | Journal article
DOI: 10.1002/alz.081659
Part of ISSN: 1552-5260
Part of ISSN: 1552-5279
Contributors: Martin Dyrba; Devesh Singh; Marc‐André Weber; Stefan Teipel
Source: Self-asserted source
Devesh Singh

Which Convolutional Neural Network Architecture is the Best at Detecting Alzheimer’s Disease: A head‐to‐head Comparison Using Relevance Maps

Alzheimer's &Dementia
2023-12 | Journal article
DOI: 10.1002/alz.074647
Part of ISSN: 1552-5260
Part of ISSN: 1552-5279
Contributors: Devesh Singh; Stefan Teipel; Martin Dyrba
Source: Self-asserted source
Devesh Singh

Peer review (1 review for 1 publication/grant)

Review activity for Computers in biology and medicine. (1)
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