Synthetic Data Generation for Multimodal Healthcare Diagnostics: A Systematic Review and Narrative Synthesis Protocol of Image and Tabular Data Engineering

Samuel Bisaso, Frank Kiwanuka, wasswa william, Florian Neuhann, Christian Weidmann, Moses Ocan, Edith Reuschel, Jens F. Stupin, Susanne Rautiainen, Damalie Nalwanga, Alison Annet Kinengyere, Lydia Kabiri, Brenda Praise Kamukama, Anne Christine Manawa Nougho, Cephas Sialubanje, Eugène Sobngwi, Grace Komuhangi

Open source

DOI: 10.17605/osf.io/cg4xb
Published: 2026
Container: Not recorded
Publisher: OSF Registries
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.17605/osf.io/cg4xb,
  title = {Synthetic Data Generation for Multimodal Healthcare Diagnostics: A Systematic Review and Narrative Synthesis Protocol of Image and Tabular Data Engineering},
  author = {Samuel Bisaso and Frank Kiwanuka and wasswa william and Florian Neuhann and Christian Weidmann and Moses Ocan and Edith Reuschel and Jens F. Stupin and Susanne Rautiainen and Damalie Nalwanga and Alison Annet Kinengyere and Lydia Kabiri and Brenda Praise Kamukama and Anne Christine Manawa Nougho and Cephas Sialubanje and Eugène Sobngwi and Grace Komuhangi},
  year = {2026},
  doi = {10.17605/osf.io/cg4xb},
  url = {https://doi.org/10.17605/osf.io/cg4xb}
}

RIS

TY  - JOUR
TI  - Synthetic Data Generation for Multimodal Healthcare Diagnostics: A Systematic Review and Narrative Synthesis Protocol of Image and Tabular Data Engineering
AU  - Samuel Bisaso
AU  - Frank Kiwanuka
AU  - wasswa william
AU  - Florian Neuhann
AU  - Christian Weidmann
AU  - Moses Ocan
AU  - Edith Reuschel
AU  - Jens F. Stupin
AU  - Susanne Rautiainen
AU  - Damalie Nalwanga
AU  - Alison Annet Kinengyere
AU  - Lydia Kabiri
AU  - Brenda Praise Kamukama
AU  - Anne Christine Manawa Nougho
AU  - Cephas Sialubanje
AU  - Eugène Sobngwi
AU  - Grace Komuhangi
PY  - 2026
DO  - 10.17605/osf.io/cg4xb
UR  - https://doi.org/10.17605/osf.io/cg4xb
ER  -

APA

Bisaso, S., Kiwanuka, F., william, W., Neuhann, F., Weidmann, C., Ocan, M., Reuschel, E., Stupin, J. F., Rautiainen, S., Nalwanga, D., Kinengyere, A. A., Kabiri, L., Kamukama, B. P., Nougho, A. C. M., Sialubanje, C., Sobngwi, E., & Komuhangi, G. (2026). Synthetic Data Generation for Multimodal Healthcare Diagnostics: A Systematic Review and Narrative Synthesis Protocol of Image and Tabular Data Engineering. https://doi.org/10.17605/osf.io/cg4xb

Source records

datacite · retrieved 2026-09-25T19:06:06.563Z