Rose Nakasi

According to our database, Rose Nakasi authored at least 10 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Review on Automated Detection and Assessment of Fruit Damage Using Machine Learning.

Yonasi Safari, Joyce Nakatumba-Nabende, Rose Nakasi, Rose Nakibuule

IEEE Access, 2024

A Deep Learning Approach to Detect Severity of Mango Damage in the Early Fruiting Stage.

Yonasi Safari, Joyce Nakatumba-Nabende, Rose Nakasi, Rose Nakibuule, Simon allan Achuka

Proceedings of the 2024 9th International Conference on Machine Learning Technologies, 2024

2021

Machine Learning for Health: Algorithm Auditing & Quality Control.

Luis Oala, Andrew G. Murchison, Pradeep Balachandran, Shruti Choudhary, Jana Fehr, Alixandro Werneck Leite, Peter G. Goldschmidt, Christian Johner, Elora D. M. Schörverth, Rose Nakasi, Martin Meyer, Federico Cabitza, Pat D. Baird, Carolin Prabhu, Eva Weicken, Xiaoxuan Liu, Markus Wenzel, Steffen Vogler, Darlington Ahiale Akogo, Shada Alsalamah, Emre Kazim, Adriano S. Koshiyama, Sven Piechottka, Sheena Macpherson, Ian Shadforth, Regina Geierhofer, Christian Matek, Joachim Krois, Bruno Sanguinetti, Matthew Arentz, Pavol Bielik, Saúl Calderón Ramírez, Auss Abbood, Nicolas Langer, Stefan Haufe, Ferath Kherif, Sameer Pujari, Wojciech Samek, Thomas Wiegand

J. Medical Syst., 2021

Mobile-Aware Deep Learning Algorithms for Malaria Parasites and White Blood Cells Localization in Thick Blood Smears.

Rose Nakasi, Ernest Mwebaze, Aminah Zawedde

Algorithms, 2021

A Poster on Intestinal Parasite Detection in Stool Sample Using AlexNet and GoogleNet Architectures.

Rose Nakasi, Ezra Rwakazooba Aliija, Joyce Nakatumba

Proceedings of the COMPASS '21: ACM SIGCAS Conference on Computing and Sustainable Societies, Virtual Event, Australia, 28 June 2021, 2021

2020

Localization of Malaria Parasites and White Blood Cells in Thick Blood Smears.

Rose Nakasi, Aminah Zawedde, Ernest Mwebaze, Jeremy Francis Tusubira, Gilbert Maiga

CoRR, 2020

An Approach for Assessing Quality of Labeled Data for a Machine Learning Task in Malaria Detection.

Rose Nakasi, Ernest Mwebaze, Aminah Zawedde, Jeremy Francis Tusubira, Gilbert Maiga

Proceedings of the 3rd ACM SIGCAS Conference on Computing and Sustainable Societies, 2020

A web-based intelligence platform for diagnosis of malaria in thick blood smear images: a case for a developing country.

Rose Nakasi, Jeremy Francis Tusubira, Aminah Zawedde, Ali Mansourian, Ernest Mwebaze

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Establishing spatially-enabled health registry systems using implicit spatial data pools: case study - Uganda.

Augustus Aturinde, Rose Nakasi, Mahdi Farnaghi, Gilbert Maiga, Petter Pilesjö, Ali Mansourian

BMC Medical Informatics Decis. Mak., 2019

2016

Deep Convolutional Neural Networks for Microscopy-Based Point of Care Diagnostics.

John A. Quinn, Rose Nakasi, Pius K. B. Mugagga, Patrick Byanyima, William Lubega, Alfred Andama

Proceedings of the 1st Machine Learning in Health Care, 2016