Publications by authors named "Clinton Campbell"

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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.
Ricardo Gonzalez, Peyman Nejat, Ashirbani Saha, Clinton J V Campbell, Andrew P Norgan

J Pathol Inform· December 2024

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Seeing the random forest through the decision trees. Supporting learning health systems from histopathology with machine learning models: Challenges and opportunities.
Ricardo Gonzalez, Ashirbani Saha, Clinton J V Campbell, Peyman Nejat, Cynthia Lokker

J Pathol Inform· December 2024

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Model-Agnostic Binary Patch Grouping for Bone Marrow Whole Slide Image Representation.
Youqing Mu, Hamid R Tizhoosh, Taher Dehkharghanian, Saghir Alfasly, Clinton J V Campbell

Am J Pathol· May 2024

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Recent Advances in the Biology and CD123-Directed Treatment of Blastic Plasmacytoid Dendritic Cell Neoplasm.
Naveen Pemmaraju, Eric Deconinck, Priyanka Mehta, Irwin Walker, Marco Herling, Clinton J V Campbell

Clin Lymphoma Myeloma Leuk· April 2024

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Identification of cells of leukemic stem cell origin with non-canonical regenerative properties.
Cameron G Hollands, Allison L Boyd, Xueli Zhao, Jennifer C Reid, Charisa Henly, Clinton Campbell

Cell Rep Med· April 2024

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Whole slide image representation in bone marrow cytology.
Youqing Mu, H R Tizhoosh, Taher Dehkharghanian, Clinton J V Campbell

Comput Biol Med· November 2023

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Cell projection plots: A novel visualization of bone marrow aspirate cytology.
Taher Dehkharghanian, Youqing Mu, Catherine Ross, Monalisa Sur, H R Tizhoosh, Clinton J V Campbell

J Pathol Inform· August 2023

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Applied machine learning in hematopathology.
Taher Dehkharghanian, Youqing Mu, Hamid R Tizhoosh, Clinton J V Campbell

Int J Lab Hematol· June 2023

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Biased data, biased AI: deep networks predict the acquisition site of TCGA images.
Taher Dehkharghanian, Azam Asilian Bidgoli, Abtin Riasatian, Pooria Mazaheri, Clinton J V Campbell

Diagn Pathol· May 2023

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Evolutionary deep feature selection for compact representation of gigapixel images in digital pathology.
Azam Asilian Bidgoli, Shahryar Rahnamayan, Taher Dehkharghanian, Abtin Riasatian, Shivam Kalra, Clinton J V Campbell

Artif Intell Med· October 2022

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Automated bone marrow cytology using deep learning to generate a histogram of cell types.
Rohollah Moosavi Tayebi, Youqing Mu, Taher Dehkharghanian, Catherine Ross, Monalisa Sur, Clinton J V Campbell

Commun Med (Lond)· April 2022

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DMG26: A Targeted Sequencing Panel for Mutation Profiling to Address Gaps in the Prognostication of Multiple Myeloma.
Samuel D Cutler, Philipp Knopf, Clinton J V Campbell, Andrea Thoni, Mohamed Abou El Hassan

J Mol Diagn· December 2021

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Searching Images for Consensus: Can AI Remove Observer Variability in Pathology?
Hamid R Tizhoosh, Phedias Diamandis, Clinton J V Campbell, Amir Safarpoor, Shivam Kalra

Am J Pathol· October 2021

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A BERT model generates diagnostically relevant semantic embeddings from pathology synopses with active learning.
Youqing Mu, Hamid R Tizhoosh, Rohollah Moosavi Tayebi, Catherine Ross, Monalisa Sur, Clinton J V Campbell

Commun Med (Lond)· July 2021

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Fine-Tuning and training of densenet for histopathology image representation using TCGA diagnostic slides.
Abtin Riasatian, Morteza Babaie, Danial Maleki, Shivam Kalra, Mojtaba Valipour, Clinton Jv Campbell

Med Image Anal· May 2021

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Consensus Recommendations for MRD Testing in Adult B-Cell Acute Lymphoblastic Leukemia in Ontario.
Anne Tierens, Tracy L Stockley, Clinton Campbell, Jill Fulcher, Brian Leber

Curr Oncol· March 2021

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Yottixel - An Image Search Engine for Large Archives of Histopathology Whole Slide Images.
Shivam Kalra, H R Tizhoosh, Charles Choi, Sultaan Shah, Phedias Diamandis, Clinton J V Campbell

Med Image Anal· October 2020

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Humanized zebrafish enhance human hematopoietic stem cell survival and promote acute myeloid leukemia clonal diversity.
Vinothkumar Rajan, Nicole Melong, Wing Hing Wong, Benjamin King, Spencer R Tong, Clinton J V Campbell

Haematologica· October 2020

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Pan-cancer diagnostic consensus through searching archival histopathology images using artificial intelligence.
Shivam Kalra, H R Tizhoosh, Sultaan Shah, Charles Choi, Savvas Damaskinos, Clinton J V Campbell

NPJ Digit Med· March 2020

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Low-depth sequencing for copy number abnormalities in multiple myeloma supersedes fluorescent in situ hybridization in scope and resolution.
Manal O Elnenaei, Philipp Knopf, Samuel D Cutler, Keaton Sinclair, Mohamed Abou El Hassan, Clinton J V Campbell

Clin Genet· August 2019

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The successful implementation of an automated institution-wide assessment of hemoglobin and ABO typing to dynamically estimate red blood cell inventory requirements.
Jason Quinn, Clinton Campbell, Alwyn Gomez, Andrew Kumar-Misir, Stephanie Watson

Transfusion· July 2019

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Acute myeloid leukaemia disrupts endogenous myelo-erythropoiesis by compromising the adipocyte bone marrow niche.
Allison L Boyd, Jennifer C Reid, Kyle R Salci, Lili Aslostovar, Yannick D Benoit, Clinton J V Campbell

Nat Cell Biol· November 2017

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Niche displacement of human leukemic stem cells uniquely allows their competitive replacement with healthy HSPCs.
Allison L Boyd, Clinton J V Campbell, Claudia I Hopkins, Aline Fiebig-Comyn, Jennifer Russell

J Exp Med· September 2014

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Regional localization within the bone marrow influences the functional capacity of human HSCs.
Borhane Guezguez, Clinton J V Campbell, Allison L Boyd, Francis Karanu, Fanny L Casado

Cell Stem Cell· August 2013

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tBid undergoes multiple conformational changes at the membrane required for Bax activation.
Aisha Shamas-Din, Scott Bindner, Weijia Zhu, Yehudit Zaltsman, Clinton Campbell

J Biol Chem· July 2013

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