Ontology highlight
ABSTRACT:
SUBMITTER: Kimura K
PROVIDER: S-EPMC6746738 | biostudies-literature | 2019 Sep
REPOSITORIES: biostudies-literature
Kimura Konobu K Tabe Yoko Y Ai Tomohiko T Takehara Ikki I Fukuda Hiroshi H Takahashi Hiromizu H Naito Toshio T Komatsu Norio N Uchihashi Kinya K Ohsaka Akimichi A
Scientific reports 20190916 1
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 findings of PB and bone marrow. We developed an automated diagnostic support system of MDS by combining an automated blood cell image-recognition system using a deep learning system (DLS) powered by convolu ...[more]