Federated learning and differential privacy for medical image analysis
Adnan, Mohammed, Kalra, Shivam, Cresswell, Jesse C, Taylor, Graham W, Tizhoosh, Hamid R
Published in Scientific reports (04.02.2022)
Published in Scientific reports (04.02.2022)
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Journal Article
Heterogeneity-Aware Local Binary Patterns for Retrieval of Histopathology Images
Erfankhah, Hamed, Yazdi, Mehran, Babaie, Morteza, Tizhoosh, Hamid R.
Published in IEEE access (2019)
Published in IEEE access (2019)
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Journal Article
A Digital Pathology Solution to Resolve the Tissue Floater Conundrum
Pantanowitz, Liron, Michelow, Pamela, Hazelhurst, Scott, Kalra, Shivam, Choi, Charles, Shah, Sultaan, Babaie, Morteza, Tizhoosh, Hamid R
Published in Archives of pathology & laboratory medicine (1976) (01.03.2021)
Published in Archives of pathology & laboratory medicine (1976) (01.03.2021)
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Journal Article
Automated bone marrow cytology using deep learning to generate a histogram of cell types
Tayebi, Rohollah Moosavi, Mu, Youqing, Dehkharghanian, Taher, Ross, Catherine, Sur, Monalisa, Foley, Ronan, Tizhoosh, Hamid R, Campbell, Clinton J V
Published in Communications medicine (20.04.2022)
Published in Communications medicine (20.04.2022)
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Journal Article
Representing Medical Images With Encoded Local Projections
Tizhoosh, Hamid R., Babaie, Morteza
Published in IEEE transactions on biomedical engineering (01.10.2018)
Published in IEEE transactions on biomedical engineering (01.10.2018)
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Journal Article
A Multiphase Validation of Atlas-Based Automatic and Semiautomatic Segmentation Strategies for Prostate MRI
Martin, Spencer, BSc, Rodrigues, George, MD, MSc, Patil, Nikhilesh, MD, Bauman, Glenn, MD, D'Souza, David, MD, Sexton, Tracy, MD, Palma, David, MD, Louie, Alexander V., MD, Khalvati, Farzad, PhD, Tizhoosh, Hamid R., PhD, Gaede, Stewart, PhD
Published in International journal of radiation oncology, biology, physics (2013)
Published in International journal of radiation oncology, biology, physics (2013)
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Journal Article
Generative models in pathology: synthesis of diagnostic quality pathology images
Safarpoor, Amir, Kalra, Shivam, Tizhoosh, Hamid R
Published in The Journal of pathology (01.02.2021)
Published in The Journal of pathology (01.02.2021)
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Journal Article
Evolutionary Computation in Action: Hyperdimensional Deep Embedding Spaces of Gigapixel Pathology Images
Bidgoli, Azam Asilian, Rahnamayan, Shahryar, Dehkharghanian, Taher, Riasatian, Abtin, Tizhoosh, Hamid R.
Published in IEEE transactions on evolutionary computation (01.02.2023)
Published in IEEE transactions on evolutionary computation (01.02.2023)
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Journal Article
SPLICE: Streamlining Digital Pathology Image Processing
Alsaafin, Areej, Nejat, Peyman, Shafique, Abubakr, Khan, Jibran, Alfasly, Saghir, Alabtah, Ghazal, Tizhoosh, Hamid R.
Published in The American journal of pathology (18.07.2024)
Published in The American journal of pathology (18.07.2024)
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Journal Article
Searching Images for Consensus: Can AI Remove Observer Variability in Pathology?
Tizhoosh, Hamid R, Diamandis, Phedias, Campbell, Clinton J V, Safarpoor, Amir, Kalra, Shivam, Maleki, Danial, Riasatian, Abtin, Babaie, Morteza
Published in The American journal of pathology (01.10.2021)
Published in The American journal of pathology (01.10.2021)
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Journal Article
Opposition-Based Differential Evolution
Rahnamayan, S., Tizhoosh, H.R., Salama, M.M.A.
Published in IEEE transactions on evolutionary computation (01.02.2008)
Published in IEEE transactions on evolutionary computation (01.02.2008)
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Journal Article
A Preliminary Investigation into Search and Matching for Tumor Discrimination in World Health Organization Breast Taxonomy Using Deep Networks
Shafique, Abubakr, Gonzalez, Ricardo, Pantanowitz, Liron, Tan, Puay Hoon, Machado, Alberto, Cree, Ian A., Tizhoosh, Hamid R.
Published in Modern pathology (01.02.2024)
Published in Modern pathology (01.02.2024)
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Journal Article
Opposition-Based Reinforcement Learning
Tizhoosh, Hamid R.
Published in Journal of advanced computational intelligence and intelligent informatics (20.07.2006)
Published in Journal of advanced computational intelligence and intelligent informatics (20.07.2006)
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Journal Article
Applied machine learning in hematopathology
Dehkharghanian, Taher, Mu, Youqing, Tizhoosh, Hamid R., Campbell, Clinton J. V.
Published in International journal of laboratory hematology (01.06.2023)
Published in International journal of laboratory hematology (01.06.2023)
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Journal Article
Selection, Visualization, and Interpretation of Deep Features in Lung Adenocarcinoma and Squamous Cell Carcinoma
Dehkharghanian, Taher, Rahnamayan, Shahryar, Riasatian, Abtin, Bidgoli, Azam A., Kalra, Shivam, Zaveri, Manit, Babaie, Morteza, Seyed Sajadi, Mahjabin S., Gonzalelz, Ricardo, Diamandis, Phedias, Pantanowitz, Liron, Huang, Tao, Tizhoosh, Hamid R.
Published in The American journal of pathology (01.12.2021)
Published in The American journal of pathology (01.12.2021)
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Journal Article