DeepHeme: A generalizable, bone marrow classifierwith hematopathologist-level performance
Gregory Mark Goldgof, Shenghuan Sun, Jacob G. Van Cleave, Linlin Wang, Fabienne McClanahan Lucas, Laura E. Brown, Jacob D. Spector, Leonardo Boiocchi, Jeeyeon Baik, Menglei Zhu, Orly Ardon, Chuanyi Mark Lu, Ahmet Doǧan, Dmitry B. Goldgof, Iain D. Carmichael, , Atul Janardhan Butte
DeepHeme is a convolutional neural network trained on bone marrow single-cell images that achieves high accuracy in classifying hematologic cell types, outperforming human experts.
bioRxiv · Feb 20, 2023 · PreprintBioinformatics