Summary Table
(Pf – Plasmodium falciparum, Pv- Plasmodium vivax, Po – Plasmodium ovale, Pm – Plasmodium malariae, Pk – Plasmodium knowlesi, Pc – Plasmodium cynomolgi NR – Not reported)
| Dataset | Country | Plasmodium Species | Smear Type | Stain Type | Number of Images |
|---|---|---|---|---|---|
| Yu et al., 2023 Image Dataset | Sudan | Pv, Pf | Thick & Thin | Giemsa | Thick - 2944, Thin - 875 |
| Quinn et al., 2014 Image Dataset | Uganda | Pf | Thick | Field | 2703 |
| Fong Amaris et al., 2022 Image Dataset | Colombia | Pv | Thick | Modified Romanowsky | 420 |
| de Souza Oliveira et al., 2022 Image Dataset | Brazil | NR | Thick | Giemsa | 676 |
| Arshad et al., 2022 Image Dataset | Pakistan | Pv | Thin | Giemsa | 345 |
| Nakasi et al., 2021 Image Dataset | Uganda | Pf | Thick | Field | 903 |
| Manescu et al., 2020 Image Dataset | Nigeria | Pf | Thick | Giemsa | |
| Delgado-Ortet et al., 2020 Image Dataset | Spain | Pf | Thin | May-Grunwald-Giemsa | 517 |
| MP-IDB: The Malaria Parasite Image Database for Image Processing and Analysis | Switzerland | Pf, Pm, Po, Pv | Thin | Giemsa | Pf - 122, Po - 29, Pm - 37, Pv - 46 |
| National Institute of Health Plasmodium falciparum Dataset | Bangladesh | Pf | Thick & Thin | Giemsa | 27,558 |
| National Institute of Health Plasmodium vivax Dataset | Bangladesh | Pv | Thick | Giemsa | |
| Kanafiah et al., 2022 Image dataset | Malaysia | Pk, Pf, Pv | Thin | NR | 300 |
| Taiwan Images for Malaria Eradication (TIME) | Taiwan | Pf | Thin | Giemsa | 8145 |
| Aris et al., 2021 Image Dataset | Malaysia | Pf, Pv | Thick & Thin | NR | Thick - 200, Thin - 400 |
| Maity et al., 2020 Image Dataset | India | Pf, Pv | Thin | NR | 210 |
| Aladago et al., 2019 Image Dataset | Ghana | Pf | Thin | Giemsa | 403 |
| Dave, 2018 Image Dataset | India | Pv | Thick | Giemsa | 87 |
| Delas Peñas et al., 2018 Image Dataset | Philippines | Pv, Pf | Thin | Pv = 142, Pf = 221 | |
| Dantas Oliveira et al., 2018 Image Dataset | Spain | Pf | Thin | Giemsa | 50 |
| Devi et al., 2018 Image Dataset | India | Pv, Pf | Thin | Leishman | 1302 |
| Rosado et al., 2017 Image Dataset | Portugal | Pf, Po, Pm | Thin | Giemsa | 566 |
| Rosnelly et al., 2017 Image Dataset | Indonesia | Pf, Pm, Pv | Thin | Giemsa | 600 |
| Khan et al., 2017 Image Dataset | Pv | Thick & Thin | Leishman | 330 | |
| Hung et al., 2017 Image Dataset | Brazil | Pv | Giemsa | 1300 | |
| Preedanan et al., 2016 Image Dataset | Thailand | Pf | Thin | Giemsa | 15 |
| Cruz et al., 2016 Image Dataset | Philippines | Pf, Pv | Thin | Giemsa | 267 |
| Abdul-Nasir et al., 2015 Image Dataset | Malaysia | Pv | Thin | Giemsa | 125 |
| Das et al., 2015 Image Dataset | India | Pf, Pv | Thin | Leishman | 750 |
| Molina et al., 2020 Image Dataset | NR | Thin | Giemsa | ||
| Fu et al., 2023 Image Dataset | China | Pf, Pv, Pm, Po | Thin | ||
| Linder et al., 2014 Image Dataset | Finland | Pf | Thin | Giemsa | 42,787 |
| Nugroho et al., 2014 Image Dataset | Indonesia | Po | Thin | Giemsa | |
| Liu et al., 2023 Image Dataset | Sierra Leone | NR | Thin | Giemsa | 177 |
| Loh et al., 2020 Image Dataset | NR | Pf 3D7 strain | Thin | Giemsa | 297 |
| National Reference Center Image Dataset | France | Pf | Thin | Giemsa | 1250 |
| Salamah et al., 2019 Image Dataset | Indonesia | Thick | 30 | ||
| Sengar et al., 2022 Image Dataset | Pakistan | Thin | Giemsa | 345 | |
| Yoon et. al., 2021 Image Dataset | Korea | Pf, Pv | Thick & Thin | Giemsa | |
| Davidson et. al., 2021 Image Dataset | NR | Pf 3D7, NF54, DD2, and D10 | Thin | Giemsa | 108 |
| Sunarko et al., 2017 Image Dataset | NR | Thin | Giemsa | ||
| The Broad Bioimage Benchmark Collection | Brazil | Pv | Thin | Giemsa | 1364 |
| Zhong et al., 2023 Image Dataset | Sudan | Pf, Pv | Thick | Giemsa | 111 |
| Wang et al., 2023 Image Dataset | China | Pf, Pv, Po, Pm, Pk, Pc | Thin | Wright-Giemsa | Pf – 4405, Pv - 3030, Pm - 225 , Po - 117, Pk - 4630, Pc - 139 |
| Hartati et al., 2019 Image Dataset | Indonesia | Pm, Pf, Pv | Thin | Giemsa | 600 |
| Nugroho et al., 2021 Image Dataset | Thailand | Pf | Thin | Giemsa | 280 |
| Sampathila et al., 2018 Image Dataset | India | Pv | Thin | Leishman | 143 |
| Nugroho et al., 2019 Image Dataset | Indonesia | Pv | Thin | 73 | |
| Kudisthalert et al., 2020 Image Dataset | Thailand | Pf | Thin | Giemsa | 23248 |
| Shi et al., 2020 Image Dataset | China | 217 | |||
| Vijayalakshmi & Kanna, 2020 Image Dataset | India | Pf | Thin | Giemsa | |
| Pathology Education Informational Resource (PEIR) Digital Library | Thin | ||||
| Sumi et al., 2021 Image Dataset | Indonesia | Thick | Giemsa | 36 | |
| Karimi et al., 2014 Image Dataset | Iran | Po, Pm | Thin | Giemsa | 27 |
| Wibisono et al., 2020 Image Dataset | Indonesia | Thin | 100 | ||
| Hung et al., 2015 Image Dataset | Pf, Pm, Po, Pv | 96 | |||
| Adi et al., 2016 Image Dataset | Pf | 152 | |||
| Rahmanti et al., 2016 Image Dataset | Indonesia | Pv | Thick | ||
| Xiong et al., 2015 Image Dataset | Singapore | Giemsa | >15000 | ||
| Hendrawan et al., 2017 Image Dataset | Indonesia | Pf, Pv, Pm, Po | 574 | ||
| Krappe et al., 2017 Image Dataset | Pf, Pm, Pv | Thick | |||
| Sharma et al., 2020 Image Dataset | India | Pf, Pv | Thin | Leishman | 2800 |
| Nugroho et al., 2022 Image Dataset | Indonesia | Pf, Pv, Pm, Po | Thin | 559 | |
| Gh-Lab Image Dataset | South America, Africa, Asia, London | Pf, Pm, Po, Pv | Thin | Giemsa | 323000 |
| Kanakasabapathy et al., 2021 Image Dataset | Pf | Thin | Giemsa | 12635, 11397, 14469 | |
| Shaka et al., 2021 Image Dataset | Tanzania | Thick | Giemsa | 10000 | |
| Lacuna Malaria Detection Challenge Image Dataset | Uganda | 3925 | |||
| Muhammad et al., 2025 Image Dataset | Nigeria | Thin | Giemsa, Fields | 24712 | |
| Adebayo et al., 2024 Image Dataset | Nigeria | Pm,Pf,Po | Thick & Thin | Giemsa | 881 |
| Malaria Research Centre, UNIMAS, Sarawak Image Dataset | Malaysia | Pf,Pv,Po,Pm,Pk | Thin | Giemsa | 472 |
| Microscopic Images of Parasites Species | 843 | ||||
| Fundação Oswaldo Cruz (FIOCRUZ) Image Dataset | Brazil | Pv | Thin | Giemsa | 27 |
| Chamidah et al., 2024 Image Dataset | Indonesia | 100 | |||
| Özbilge et al., 2024 Image Dataset | Cyprus | Pf,Pv,Po | Thin | Giemsa |