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Image analysis and machine learning for detecting malaria.
Transl Res. 2018 Apr;194:36-55. doi: 10.1016/j.trsl.2017.12.004. Epub 2018 Jan 12.
Transl Res. 2018.
PMID: 29360430
Free PMC article.
Review.
Malaria Screener: a smartphone application for automated malaria screening.
Yu H, Yang F, Rajaraman S, Ersoy I, Moallem G, Poostchi M, Palaniappan K, Antani S, Maude RJ, Jaeger S.
Yu H, et al. Among authors: poostchi m.
BMC Infect Dis. 2020 Nov 11;20(1):825. doi: 10.1186/s12879-020-05453-1.
BMC Infect Dis. 2020.
PMID: 33176716
Free PMC article.
Item in Clipboard
Pre-trained convolutional neural networks as feature extractors toward improved malaria parasite detection in thin blood smear images.
Rajaraman S, Antani SK, Poostchi M, Silamut K, Hossain MA, Maude RJ, Jaeger S, Thoma GR.
Rajaraman S, et al. Among authors: poostchi m.
PeerJ. 2018 Apr 16;6:e4568. doi: 10.7717/peerj.4568. eCollection 2018.
PeerJ. 2018.
PMID: 29682411
Free PMC article.
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Detecting drug-resistant tuberculosis in chest radiographs.
Jaeger S, Juarez-Espinosa OH, Candemir S, Poostchi M, Yang F, Kim L, Ding M, Folio LR, Antani S, Gabrielian A, Hurt D, Rosenthal A, Thoma G.
Jaeger S, et al. Among authors: poostchi m.
Int J Comput Assist Radiol Surg. 2018 Dec;13(12):1915-1925. doi: 10.1007/s11548-018-1857-9. Epub 2018 Oct 3.
Int J Comput Assist Radiol Surg. 2018.
PMID: 30284153
Free PMC article.
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Malaria parasite detection and cell counting for human and mouse using thin blood smear microscopy.
Poostchi M, Ersoy I, McMenamin K, Gordon E, Palaniappan N, Pierce S, Maude RJ, Bansal A, Srinivasan P, Miller L, Palaniappan K, Thoma G, Jaeger S.
Poostchi M, et al.
J Med Imaging (Bellingham). 2018 Oct;5(4):044506. doi: 10.1117/1.JMI.5.4.044506. Epub 2018 Dec 12.
J Med Imaging (Bellingham). 2018.
PMID: 30840746
Free PMC article.
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Deep Learning for Smartphone-Based Malaria Parasite Detection in Thick Blood Smears.
Yang F, Poostchi M, Yu H, Zhou Z, Silamut K, Yu J, Maude RJ, Jaeger S, Antani S.
Yang F, et al. Among authors: poostchi m.
IEEE J Biomed Health Inform. 2020 May;24(5):1427-1438. doi: 10.1109/JBHI.2019.2939121. Epub 2019 Sep 23.
IEEE J Biomed Health Inform. 2020.
PMID: 31545747
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Clustering-Based Dual Deep Learning Architecture for Detecting Red Blood Cells in Malaria Diagnostic Smears.
Kassim YM, Palaniappan K, Yang F, Poostchi M, Palaniappan N, Maude RJ, Antani S, Jaeger S.
Kassim YM, et al. Among authors: poostchi m.
IEEE J Biomed Health Inform. 2021 May;25(5):1735-1746. doi: 10.1109/JBHI.2020.3034863. Epub 2021 May 11.
IEEE J Biomed Health Inform. 2021.
PMID: 33119516
Free PMC article.
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