Peer-Reviewed Publications
Sun, S., Yin, Z., Van Cleave, J. G., Wang, L., Fried, B., Bilal, K. H., Lucas, F., Isgor, I. S., Webb, D. C., Singi, S., Brown, L., Shouval, R., Lin, J., Yan, E. S., Spector, J. D., Ardon, O., Boiocchi, L., Sardana, R., Baik, J., Zhu, M., … Goldgof, G. M. (2025). DeepHeme, a high-performance, generalizable deep ensemble for bone marrow morphometry and hematologic diagnosis. Science Translational Medicine, 17(802). https://doi.org/10.1126/scitranslmed.adq2162
Yan, E. (2024). Detection of acute myeloid leukemia using deep learning models based systems. In H. N. Costin, R. Magjarević, & G. G. Petroiu (Eds.), Advances in digital health and medical bioengineering (EHB 2023, IFMBE Proceedings, Vol. 109). Springer. https://doi.org/10.1007/978-3-031-62502-2_49
Manuscripts
Singi, S., Sun, S., Yin, Z., Gupta, R., Webb, D., Bilal, K., Dilip, D., Wang, L., Kumar, N., Nanda, S., Sanchez, N., Cleaves, J., Fried, B., Paulsen, S., Yan, E., Kamali, A., Sarkar, A., Manzo, A., Baik, J., Isgor, I., Colorado-Jimenez, C., Cardillo, A., Boiocchi, L., Syed, A., Kim, D., Kezlarian-Sachs, B., Fenelus, M., Chan, A., Yabe, M., McCash, S., Zhu, M., Mantha, S., Ardon, O., McVoy, L., Xiao, W., Roshal, M., Lin, O., Dogan, A., Carmichael, I., Vanderbilt, C., & Goldgof, G. (2025). Interpretable multiple instance learning for hematologic diagnosis from peripheral blood smears [Preprint]. Research Square. https://doi.org/10.21203/rs.3.rs-6933141/v1
