Mar 20, 2022 · We introduce a deep learning approach, Multiple Instance Learning for Leukocyte Identification (MILLIE), able to perform automated reliable analysis of blood ...

Feb 13, 2023 · We introduce a deep learning approach, Multiple Instance Learning for Leukocyte Identification (MILLIE), able to perform automated reliable analysis of blood ...

Deep learning detects acute myeloid leukemia and predicts NPM1 mutation status from bone marrow smears · Machine-Based Detection and Classification for Bone ...

More importantly, MILLIE detects APL in blood films (AUC 0.94+/-0.04) and in bone marrow aspirates (AUC 0.99+/-0.01). MILLIE is a viable solution to augment the ...

More importantly, MILLIE detects APL in blood films (AUC 0.94 ± 0.04) and in bone marrow aspirates (AUC 0.99 ± 0.01). MILLIE is a viable solution to augment the ...

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Automated Detection of Acute Promyelocytic Leukemia in Blood Films and Bone Marrow Aspirates with Annotation-free Deep Learning · no code implementations • 20 ...

The deep learning method described herein potentially allows a rapid, explainable, and accurate physician-aid for diagnosing APL at the time of presentation ...

Mar 20, 2022 · Automated Detection of Acute Promyelocytic Leukemia in Blood Films and Bone Marrow Aspirates with Annotation-free Deep Learning. Click on ...

Automated Detection of Acute Promyelocytic Leukemia in Blood Films and Bone Marrow Aspirates with Annotation-free Deep Learning ... Deep Nuisance ...