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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...
Autores principales: | Kimura, Konobu, Tabe, Yoko, Ai, Tomohiko, Takehara, Ikki, Fukuda, Hiroshi, Takahashi, Hiromizu, Naito, Toshio, Komatsu, Norio, Uchihashi, Kinya, Ohsaka, Akimichi |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6746738/ https://www.ncbi.nlm.nih.gov/pubmed/31527646 http://dx.doi.org/10.1038/s41598-019-49942-z |
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