Calum MacAulay

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 8

Top Topics

Convolutional Neural Networks

Risk Assessment

Histopathology Images

Top Venues

Medical Imaging: Digital Pathology

Publications

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)
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 (2022)
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 Uribe, Fereshteh Yousefirizi
Tensor Radiomics: Paradigm for Systematic Incorporation of Multi-Flavoured Radiomics Features. CoRR (2022)
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)
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)
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)
Nilgoon Zarei, Amir Bakhtiari, Paul Gallagher, Mira Keys, Calum MacAulay
Automated prostate glandular and nuclei detection using hyperspectral imaging. ISBI (2017)
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. Medical Imaging: Digital Pathology (2016)
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) (2015)
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. Medical Imaging: Digital Pathology (2015)
Mehrnoush Khojasteh, Rabab Kreidieh Ward, Calum MacAulay
Quantification of membrane IHC stains through multi-spectral imaging. ISBI (2012)
Martial Guillaud, Carole Clem, Calum MacAulay
An in silico platform for the study of epithelial pre-invasive neoplastic development. Biosyst. 102 (1) (2010)
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)
Raj Chari, Bradley P. Coe, Craig Wedseltoft, Marie Benetti, Ian M. Wilson, Emily A. Vucic, Calum MacAulay, Raymond T. Ng, Wan L. Lam
: A system for the integrative genomic multi-dimensional analysis of cancer genomes, epigenomes, and transcriptomes. BMC Bioinform. 9 (2008)
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)
Mehrnoush Khojasteh, Wan L. Lam, Rabab Kreidieh Ward, Calum MacAulay
A stepwise framework for the normalization of array CGH data. BMC Bioinform. 6 (2005)
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) (2005)
Ravil Chamgoulov, Michael Tsiroulnikov, Pierre Lane, Calum MacAulay
Limited-angle reconstruction algorithms in computed-tomographic microscopic imaging. Medical Imaging: Image Processing (2005)
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 (2004)
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) (2002)