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Loop profile: 357568
Scopus Author ID: 57193743789

Keywords

Medical image processing, Data Analysis

Countries

Kenya

Activities

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Employment (3)

Teachers' Service Commission: Nairobi, Nairobi, KE

Principal Lecturer (Teaching)
Employment
Source: Self-asserted source
John Mwangi Wandeto

Dedan Kimathi University of Technology: Nyeri, Nyeri, KE

2023-05-18 to present | Senior Lecturer / Researcher (Information Technology)
Employment
Source: Self-asserted source
John Mwangi Wandeto

Dedan Kimathi University of Technology: Nyeri, Central, KE

2010-05-03 to present | Lecturer/Researcher (InformationTechnology)
Employment
Source: Self-asserted source
John Mwangi Wandeto

Works (21)

SOM-QE ANALYSIS: A biologically inspired technique to detect and track meaningful changes within image regions

Software Impacts
2023-09 | Journal article
DOI: 10.1016/j.simpa.2023.100568
Contributors: John Mwangi Wandeto; Birgitta Dresp-Langley
Source: check_circle
Crossref

Spatiotemporal Modeling of Grip Forces Captures Proficiency in Manual Robot Control

Bioengineering
2023-01-03 | Journal article
DOI: 10.3390/bioengineering10010059
Contributors: Rongrong Liu; John Wandeto; Florent Nageotte; Philippe Zanne; Michel de Mathelin; Birgitta Dresp-Langley
Source: check_circle
Crossref

Abnormal Behavior Detection in Farming Stream Data

Communications in Computer and Information Science
2021 | Book
DOI: 10.1007/978-3-030-88259-4_4
EID:

2-s2.0-85119879489

Part of ISSN: 18650937 18650929
Contributors: Moso, J.C.; Cormier, S.; Fouchal, H.; Runz, C.; Wandeto, J.M.
Source: Self-asserted source
John Mwangi Wandeto via Scopus - Elsevier

Human symmetry uncertainty detected by a self-organizing neural network map

arXiv
2021 | Other
EID:

2-s2.0-85102789282

Part of ISSN: 23318422
Contributors: Dresp-Langley, B.; Wandeto, J.M.
Source: Self-asserted source
John Mwangi Wandeto via Scopus - Elsevier

Road Speed Signatures from C-ITS messages

IEEE International Conference on Communications
2021 | Conference paper
DOI: 10.1109/ICC42927.2021.9500949
EID:

2-s2.0-85115684515

Part of ISSN: 15503607
Contributors: Moso, J.C.; Cormier, S.; Fouchal, H.; De Runz, C.; Wandeto, J.M.; Aniss, H.
Source: Self-asserted source
John Mwangi Wandeto via Scopus - Elsevier

Surgical task expertise detected by a self-organizing neural network map

arXiv
2021 | Other
EID:

2-s2.0-85109489683

Part of ISSN: 23318422
Contributors: Dresp-Langley, B.; Liu, R.; Wandeto, J.M.
Source: Self-asserted source
John Mwangi Wandeto via Scopus - Elsevier

Unsupervised classification of cell imaging data using the quantization error in a Self-Organizing Map

arXiv
2021 | Other
EID:

2-s2.0-85109504846

Part of ISSN: 23318422
Contributors: Dresp-Langley, B.; Wandeto, J.M.
Source: Self-asserted source
John Mwangi Wandeto via Scopus - Elsevier

Anomaly Detection on Data Streams for Smart Agriculture

Agriculture
2021-11-02 | Journal article
DOI: 10.3390/agriculture11111083
Contributors: Juliet Chebet Moso; Stéphane Cormier; Cyril de Runz; Hacène Fouchal; John Mwangi Wandeto
Source: check_circle
Crossref
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Preferred source (of 2)‎

Human Symmetry Uncertainty Detected by a Self-Organizing Neural Network Map

Symmetry
2021-02-10 | Journal article
DOI: 10.3390/sym13020299
Contributors: Birgitta Dresp-Langley; John M. Wandeto
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Anomaly Detection on Roads Using C-ITS Messages

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | Book
DOI: 10.1007/978-3-030-66030-7_3
EID:

2-s2.0-85098251499

Part of ISSN: 16113349 03029743
Contributors: Moso, J.C.; Boutahala, R.; Leblanc, B.; Fouchal, H.; de Runz, C.; Cormier, S.; Wandeto, J.
Source: Self-asserted source
John Mwangi Wandeto via Scopus - Elsevier

Pixel precise unsupervised detection of viral particle proliferation in cellular imaging data

arXiv
2020 | Other
EID:

2-s2.0-85097920293

Part of ISSN: 23318422
Contributors: Dresp-Langley, B.; Wandeto, J.M.
Source: Self-asserted source
John Mwangi Wandeto via Scopus - Elsevier

Pixel precise unsupervised detection of viral particle proliferation in cellular imaging data

Informatics in Medicine Unlocked
2020 | Journal article
DOI: 10.1016/j.imu.2020.100433
EID:

2-s2.0-85091661718

Part of ISSN: 23529148
Contributors: Dresp-Langley, B.; Wandeto, J.M.
Source: Self-asserted source
John Mwangi Wandeto via Scopus - Elsevier

The quantization error in a self-organizing map as a contrast and color specific indicator of single-pixel change in large random patterns

arXiv
2020 | Other
EID:

2-s2.0-85097841785

Part of ISSN: 23318422
Contributors: Wandeto, J.M.; Dresp-Langley, B.
Source: Self-asserted source
John Mwangi Wandeto via Scopus - Elsevier

Detection of small changes in medical and random-dot images comparing self-organizing map performance to human detection

arXiv
2019 | Other
EID:

2-s2.0-85094760507

Part of ISSN: 23318422
Contributors: Wandeto, J.M.; Nyongesa, H.; Rémond, Y.; Dresp-Langley, B.
Source: Self-asserted source
John Mwangi Wandeto via Scopus - Elsevier

FAST UNSUPERVISED AUTOMATIC CLASSIFICATION OF SEM IMAGES OF CD4<sup>+</sup> CELLS WITH VARYING EXTENT OF HIV VIRION INFECTION

arXiv
2019 | Other
EID:

2-s2.0-85095230036

Part of ISSN: 23318422
Contributors: Wandeto, J.M.; Dresp-Langley, B.
Source: Self-asserted source
John Mwangi Wandeto via Scopus - Elsevier

Reprint of: The quantization error in a Self-Organizing Map as a contrast and colour specific indicator of single-pixel change in large random patterns

Neural Networks
2019 | Journal article
DOI: 10.1016/j.neunet.2019.09.017
EID:

2-s2.0-85073156224

Part of ISSN: 18792782 08936080
Contributors: Wandeto, J.M.; Dresp-Langley, B.
Source: Self-asserted source
John Mwangi Wandeto via Scopus - Elsevier

The quantization error in a Self-Organizing Map as a contrast and colour specific indicator of single-pixel change in large random patterns

Neural Networks
2019 | Journal article
DOI: 10.1016/j.neunet.2019.08.014
EID:

2-s2.0-85070689094

Part of ISSN: 18792782 08936080
Contributors: Wandeto, J.M.; Dresp-Langley, B.
Source: Self-asserted source
John Mwangi Wandeto via Scopus - Elsevier

Detection of structural change in geographic regions of interest by self organized mapping: Las Vegas city and lake mead across the years

arXiv
2018 | Other
EID:

2-s2.0-85093729736

Part of ISSN: 23318422
Contributors: Wandeto, J.M.; Nyongesa, H.O.; Dresp-Langley, B.
Source: Self-asserted source
John Mwangi Wandeto via Scopus - Elsevier

Detection of small changes in medical and random-dot images comparing self-organizing map performance to human detection

Informatics in Medicine Unlocked
2017 | Journal article
DOI: 10.1016/j.imu.2017.03.001
EID:

2-s2.0-85016312910

Part of ISSN: 23529148
Contributors: Wandeto, J.M.; Nyongesa, H.; Rémond, Y.; Dresp-Langley, B.
Source: Self-asserted source
John Mwangi Wandeto via Scopus - Elsevier

On the detectability by novices, radiologists, and computer algorithms of smallest increases in local single dot size in random-dot images

arXiv
2017 | Other
EID:

2-s2.0-85094386880

Part of ISSN: 23318422
Contributors: Dresp-Langley, B.; Wandeto, J.
Source: Self-asserted source
John Mwangi Wandeto via Scopus - Elsevier

Using the quantization error from Self-Organized Map (SOM) output for detecting critical variability in large bodies of image time series in less than a minute

arXiv
2017 | Other
EID:

2-s2.0-85094462272

Part of ISSN: 23318422
Contributors: Dresp-Langley, B.; Wandeto, J.M.
Source: Self-asserted source
John Mwangi Wandeto via Scopus - Elsevier

Peer review (2 reviews for 2 publications/grants)

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