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A Novel Deep Learning Leukemia Diagnostic Algorithm Incorporating Explainable Artificial Intelligence for Rapid and Accurate Point of Care Diagnosis from a Peripheral Blood Smear: Explainable Peripheral Smear.AI

Unmet NeedIn the United States, acute myeloid leukemia affects approximately 20,000 individuals with a subset of these cancers, about 5-10%, presenting with acute promyelocytic leukemia (see ACS, RD). Acute promyelocytic leukemia is caused by a genetic translocation between chromosomes 15 and 17 [t(15:17)] and clinically presents as a cancer that progresses...

Published: 3/14/2025 | Inventor(s): Eugene Shenderov, John-William Sidhom

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Category(s): Clinical and Disease Specializations > Oncology > Acute Myeloid Leukemia, Clinical and Disease Specializations > Oncology > Acute Lymphoblastic Leukemia, Clinical and Disease Specializations > Oncology, Technology Classifications > Computers, Electronics & Software > Machine Learning, Technology Classifications > Diagnostics, Technology Classifications > Computers, Electronics & Software > Artificial Intelligence