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2020 – today
- 2023
[c13]Puria Azadi, Jonathan Suderman, Ramin Nakhli, Katherine Rich, Maryam Asadi, Sonia Kung, Htoo Oo, Mira Keyes, Hossein Farahani, Calum MacAulay, Larry Goldenberg, Peter Black, Ali Bashashati:
ALL-IN: ALocal GLobal Graph-Based DIstillatioN Model for Representation Learning of Gigapixel Histopathology Images With Application In Cancer Risk Assessment. MICCAI (6) 2023: 765-775- 2022
- [c12]Kouther Noureddine, Paul Gallagher, Griffin Thomas, Sylvia Lam, Gavin MacAulay, Anna McGuire, John English, Martial Guillaud, Calum MacAulay:
Investigating intra-tumor heterogeneity in non-small cell lung cancer using multiplexed immunohistochemistry and deep learning. Digital and Computational Pathology 2022 - [i2]Fereshteh Yousefirizi, Ian Janzen, Natalia Dubljevic, Yueh-En Liu, Chloe Hill, Calum MacAulay, Arman Rahmim:
Segmentation and Risk Score Prediction of Head and Neck Cancers in PET/CT Volumes with 3D U-Net and Cox Proportional Hazard Neural Networks. CoRR abs/2202.07823 (2022) - [i1]Arman Rahmim, Amirhosein Toosi, Mohammad R. Salmanpour, Natalia Dubljevic, Ian Janzen, Isaac Shiri
, Mohamad A. Ramezani, Ren Yuan, Cheryl Ho, Habib Zaidi, Calum MacAulay, Carlos F. Uribe, Fereshteh Yousefirizi:
Tensor Radiomics: Paradigm for Systematic Incorporation of Multi-Flavoured Radiomics Features. CoRR abs/2203.06314 (2022) - 2021
- [c11]Fereshteh Yousefirizi, Ian Janzen, Natalia Dubljevic, Yueh-En Liu, Chloe Hill, Calum MacAulay, Arman Rahmim:
Segmentation and Risk Score Prediction of Head and Neck Cancers in PET/CT Volumes with 3D U-Net and Cox Proportional Hazard Neural Networks. HECKTOR@MICCAI 2021: 236-247 - 2020
- [c10]Rohan Abraham, Ian Janzen, Saeed Seyyedi, Sukhinder Khattra, John Mayo, Ren Yuan, Renelle Myers, Stephen Lam, Calum E. MacAulay:
Machine learning and deep learning approaches for classification of sub-cm lung nodules in CT scans (Conference Presentation). Computer-Aided Diagnosis 2020 - [p1]Soufiane El Hallani, Calum MacAulay, Martial Guillaud:
Digital Image Analysis in Pathology Using DNA Stain: Contributions in Cancer Diagnostics and Development of Prognostic and Theranostic Biomarkers. AI and ML for Digital Pathology 2020: 246-263
2010 – 2019
- 2018
- [c9]Elham Abouei, Anthony M. D. Lee, Geoffrey Hohert, Pierre Lane, Stephen Lam, Calum MacAulay:
Quantitative Evaluation of Correction Methods and Simulation of Motion Artifacts for Rotary Pullback Imaging Catheters. MIUA 2018: 65-73 - 2017
- [c8]Nilgoon Zarei, Dennis D. Cox, Pierre Lane, Scott B. Cantor, E. Neely Atkinson, Jose-Miguel Yamal, Leonid Fradkin, Daniel Serachitopol, Sylvia Lam, Dirk Niekerk, Dianne Miller, Jessica McAlpine, Kayla Castaneda, Felipe Castaneda, Michele Follen, Calum MacAulay:
Boosted Tree Classifier for in Vivo Identification of Early Cervical Cancer using Multispectral Digital Colposcopy. BIOIMAGING 2017: 85-91 - [c7]Nilgoon Zarei, Amir Bakhtiari, Paul Gallagher, Mira Keys, Calum MacAulay:
Automated prostate glandular and nuclei detection using hyperspectral imaging. ISBI 2017: 1028-1031 - 2016
- [c6]Fahime Sheikhzadeh, Anita Carraro, Jagoda Korbelik, Calum MacAulay, Martial Guillaud, Rabab K. Ward:
Automatic labeling of molecular biomarkers on a cell-by-cell basis in immunohistochemistry images using convolutional neural networks. Digital Pathology 2016: 97910R - 2015
- [j9]Jose-Miguel Yamal, Martial Guillaud, E. Neely Atkinson, Michele Follen, Calum MacAulay, Scott B. Cantor, Dennis D. Cox:
Prediction using hierarchical data: Applications for automated detection of cervical cancer. Stat. Anal. Data Min. 8(2): 65-74 (2015) - [j8]Annette McWilliams, Parmida Beigi, Akhila Srinidhi, Stephen Lam, Calum E. MacAulay:
Sex and Smoking Status Effects on the Early Detection of Early Lung Cancer in High-Risk Smokers Using an Electronic Nose. IEEE Trans. Biomed. Eng. 62(8): 2044-2054 (2015) - [c5]Fahime Sheikhzadeh, Rabab K. Ward, Anita Carraro, Zhaoyang Chen, Dirk van Niekerk, Calum MacAulay, Michele Follen, Pierre Lane, Martial Guillaud:
Confocal fluorescence microscopy for detection of cervical preneoplastic lesions. Digital Pathology 2015: 942009 - 2012
- [c4]Mehrnoush Khojasteh, Rabab Kreidieh Ward, Calum MacAulay:
Quantification of membrane IHC stains through multi-spectral imaging. ISBI 2012: 752-755 - 2010
- [j7]Martial Guillaud, Carole Clem, Calum MacAulay:
An in silico platform for the study of epithelial pre-invasive neoplastic development. Biosyst. 102(1): 22-31 (2010)
2000 – 2009
- 2008
- [j6]Raj Chari, Bradley P. Coe, Craig Wedseltoft, Marie Benetti, Ian M. Wilson, Emily A. Vucic, Calum MacAulay, Raymond T. Ng, Wan L. Lam:
SIGMA2: A system for the integrative genomic multi-dimensional analysis of cancer genomes, epigenomes, and transcriptomes. BMC Bioinform. 9 (2008) - [j5]Bryan Chi, Ronald J. deLeeuw, Bradley P. Coe, Raymond T. Ng, Calum MacAulay, Wan L. Lam:
MD-SeeGH: a platform for integrative analysis of multi-dimensional genomic data. BMC Bioinform. 9 (2008) - 2006
- [c3]Mehrnoush Khojasteh, Bradley P. Coe, Sohrab P. Shah, Rabab K. Ward, Wan L. Lam, Calum MacAulay:
A Novel Algorithm For the Analysis Of Array Cgh Data. ICASSP (2) 2006: 1020-1023 - 2005
- [j4]Mehrnoush Khojasteh, Wan L. Lam, Rabab Kreidieh Ward, Calum MacAulay:
A stepwise framework for the normalization of array CGH data. BMC Bioinform. 6: 274 (2005) - [j3]R. Kamalov, Martial Guillaud, D. Haskins, A. Harrison, Roger Kemp, D. Chiu, Michele Follen, Calum MacAulay:
A Java application for tissue section image analysis. Comput. Methods Programs Biomed. 77(2): 99-113 (2005) - [c2]Ravil Chamgoulov, Michael Tsiroulnikov, Pierre Lane, Calum MacAulay:
Limited-angle reconstruction algorithms in computed-tomographic microscopic imaging. Image Processing 2005 - 2004
- [j2]Bryan Chi, Ronald J. deLeeuw, Bradley P. Coe, Calum MacAulay, Wan L. Lam:
SeeGH - A software tool for visualization of whole genome array comparative genomic hybridization data. BMC Bioinform. 5: 13 (2004) - 2002
- [j1]Sung K. Chang, Michele Follen, Anais Malpica, Urs Utzinger, Gregg Staerkel, Dennis D. Cox, E. Neely Atkinson, Calum MacAulay, Rebecca R. Richards-Kortum:
Optimal excitation wavelengths for discrimination of cervical neoplasia. IEEE Trans. Biomed. Eng. 49(10): 1102-1111 (2002)
1990 – 1999
- 1999
- [c1]Tim Kam Lee, M. Stella Atkins, Richard P. Gallagher, Calum E. MacAulay, Andy Coldman, David I. McLean:
Describing the structural shape of melanocytic lesions. Image Processing 1999
Coauthor Index
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