A novel automated image analysis system using deep convolutional neural networks can assist to differentiate MDS and AA

Detection of dysmorphic cells in peripheral blood (PB) smears is essential in diagnostic screening of hematological diseases. Myelodysplastic syndromes (MDS) are hematopoietic neoplasms characterized by dysplastic and ineffective hematopoiesis, which diagnosis is mainly based on morphological findin...

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Bibliographic Details
Published in:Sci Rep
Main Authors: Kimura, Konobu, Tabe, Yoko, Ai, Tomohiko, Takehara, Ikki, Fukuda, Hiroshi, Takahashi, Hiromizu, Naito, Toshio, Komatsu, Norio, Uchihashi, Kinya, Ohsaka, Akimichi
Format: Artigo
Language:Inglês
Published: Nature Publishing Group UK 2019
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Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6746738/
https://ncbi.nlm.nih.gov/pubmed/31527646
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-49942-z
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