selected scholarly activity
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conferences
- Enhanced Zebrafish Xenograft Platform Improves Hematopoietic Stem Cell Engraftment and Leukemogenesis. Blood. 1295-1295. 2018
- An Enhanced Zebrafish Xenograft Model to Study the Behavior of Human Hematopoietic Stem Cells and Patient Derived Leukemia In Vivo. Blood. 2017
- A Humanized Zebrafish Transplant Model Expressing CXCL12 Provides an Enhanced In Vivo Therapeutic Screening Platform for T-ALL. Blood. 4273-4273. 2015
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journal articles
- Performance of externally validated machine learning models based on histopathology images for the diagnosis, classification, prognosis, or treatment outcome prediction in female breast cancer: A systematic review. Journal of Pathology Informatics. 15:100348-100348. 2024
- Seeing the random forest through the decision trees. Supporting learning health systems from histopathology with machine learning models: Challenges and opportunities. Journal of Pathology Informatics. 15:100347-100347. 2024
- Model-Agnostic Binary Patch Grouping for Bone Marrow Whole Slide Image Representation. American Journal of Pathology. 194:721-734. 2024
- Identification of cells of leukemic stem cell origin with non-canonical regenerative properties. Cell Reports Medicine. 5:101485-101485. 2024
- Recent Advances in the Biology and CD123-Directed Treatment of Blastic Plasmacytoid Dendritic Cell Neoplasm. Clinical Lymphoma, Myeloma and Leukemia. 24:e130-e137. 2024
- Whole slide image representation in bone marrow cytology. Computers in Biology and Medicine. 166:107530-107530. 2023
- Applied machine learning in hematopathology. International Journal of Laboratory Hematology. 45:87-94. 2023
- Biased data, biased AI: deep networks predict the acquisition site of TCGA images. Diagnostic Pathology. 18:67. 2023
- Cell projection plots: A novel visualization of bone marrow aspirate cytology. Journal of Pathology Informatics. 14:100334-100334. 2023
- Cell projection plots: a novel visualization of bone marrow aspirate cytology 2022
- Whole slide image representation in bone marrow cytology 2022
- Evolutionary deep feature selection for compact representation of gigapixel images in digital pathology. Artificial Intelligence in Medicine. 132:102368-102368. 2022
- Automated bone marrow cytology using deep learning to generate a histogram of cell types. Communications Medicine. 2:45. 2022
- DMG26. Journal of Molecular Diagnostics. 23:1699-1714. 2021
- Searching Images for Consensus. American Journal of Pathology. 191:1702-1708. 2021
- Consensus Recommendations for MRD Testing in Adult B-Cell Acute Lymphoblastic Leukemia in Ontario. Current Oncology. 28:1376-1387. 2021
- A BERT model generates diagnostically relevant semantic embeddings from pathology synopses with active learning. Communications Medicine. 1:11. 2021
- Humanized zebrafish enhance human hematopoietic stem cell survival and promote acute myeloid leukemia clonal diversity.. Haematologica. 105:2391-2399. 2020
- Yottixel – An Image Search Engine for Large Archives of Histopathology Whole Slide Images. Medical Image Analysis. 65:101757-101757. 2020
- Pan-cancer diagnostic consensus through searching archival histopathology images using artificial intelligence. npj Digital Medicine. 3:31. 2020
- Humanized zebrafish enhance human hematopoietic stem cell survival and promote acute myeloid leukemia clonal diversity. Hematology Journal. 105:2391-2399. 2019
- Low‐depth sequencing for copy number abnormalities in multiple myeloma supersedes fluorescent in situ hybridization in scope and resolution. Clinical Genetics. 96:163-168. 2019
- The successful implementation of an automated institution‐wide assessment of hemoglobin and ABO typing to dynamically estimate red blood cell inventory requirements. Transfusion. 59:2203-2206. 2019
- Acute myeloid leukaemia disrupts endogenous myelo-erythropoiesis by compromising the adipocyte bone marrow niche. Nature Cell Biology. 19:1336-1347. 2017
- Niche displacement of human leukemic stem cells uniquely allows their competitive replacement with healthy HSPCs. Journal of Experimental Medicine (JEM). 211:1925-1935. 2014
- Regional Localization within the Bone Marrow Influences the Functional Capacity of Human HSCs. Cell Stem Cell. 13:175-189. 2013
- tBid Undergoes Multiple Conformational Changes at the Membrane Required for Bax Activation. Journal of Biological Chemistry. 288:22111-22127. 2013
- Identification of T-lymphocytic leukemia–initiating stem cells residing in a small subset of patients with acute myeloid leukemic disease. Blood. 117:7112-7120. 2011
- The human stem cell hierarchy is defined by a functional dependence on Mcl-1 for self-renewal capacity. Blood. 116:1433-1442. 2010
- Signal control of hematopoietic stem cell fate: Wnt, Notch, and Hedgehog as the usual suspects. Current Opinion in Hematology. 15:319-325. 2008