Calum MacAulay

22 papers B 1Journal 10Unranked 10
YearRankTypeTitle / Venue / Authors
2023 — conf
ALL-IN: ALocal GLobal Graph-Based DIstillatioN Model for Representation Learning of Gigapixel Histopathology Images With Application In Cancer Risk Assessment.
MICCAI (6)
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
2022 — conf
Investigating intra-tumor heterogeneity in non-small cell lung cancer using multiplexed immunohistochemistry and deep learning.
Digital and Computational Pathology
Kouther Noureddine, Paul Gallagher, Griffin Thomas, Sylvia Lam, Gavin MacAulay, Anna McGuire, John English, Martial Guillaud, Calum MacAulay
2022 J jnl
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
Fereshteh Yousefirizi, Ian Janzen, Natalia Dubljevic, Yueh-En Liu, Chloe Hill, Calum MacAulay, Arman Rahmim
2022 J jnl
Tensor Radiomics: Paradigm for Systematic Incorporation of Multi-Flavoured Radiomics Features.
CoRR
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
2021 — conf
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
Fereshteh Yousefirizi, Ian Janzen, Natalia Dubljevic, Yueh-En Liu, Chloe Hill, Calum MacAulay, Arman Rahmim
2020 — ch.
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
Soufiane El Hallani, Calum MacAulay, Martial Guillaud
2018 — conf
Quantitative Evaluation of Correction Methods and Simulation of Motion Artifacts for Rotary Pullback Imaging Catheters.
MIUA
Elham Abouei, Anthony M. D. Lee, Geoffrey Hohert, Pierre Lane, Stephen Lam, Calum MacAulay
2017 — conf
Automated prostate glandular and nuclei detection using hyperspectral imaging.
ISBI
Nilgoon Zarei, Amir Bakhtiari, Paul Gallagher, Mira Keys, Calum MacAulay
2017 — conf
Boosted Tree Classifier for in Vivo Identification of Early Cervical Cancer using Multispectral Digital Colposcopy.
BIOIMAGING
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
2016 — conf
Automatic labeling of molecular biomarkers on a cell-by-cell basis in immunohistochemistry images using convolutional neural networks.
Digital Pathology
Fahime Sheikhzadeh, Anita Carraro, Jagoda Korbelik, Calum MacAulay, Martial Guillaud, Rabab K. Ward
2015 — conf
Confocal fluorescence microscopy for detection of cervical preneoplastic lesions.
Digital Pathology
Fahime Sheikhzadeh, Rabab K. Ward, Anita Carraro, Zhaoyang Chen, Dirk van Niekerk, Calum MacAulay, Michele Follen, Pierre Lane, Martial Guillaud
2015 J jnl
Prediction using hierarchical data: Applications for automated detection of cervical cancer.
Stat. Anal. Data Min.
Jose-Miguel Yamal, Martial Guillaud, E. Neely Atkinson, Michele Follen, Calum MacAulay, Scott B. Cantor, Dennis D. Cox
2012 — conf
Quantification of membrane IHC stains through multi-spectral imaging.
ISBI
Mehrnoush Khojasteh, Rabab Kreidieh Ward, Calum MacAulay
2010 J jnl
An in silico platform for the study of epithelial pre-invasive neoplastic development.
Biosyst.
Martial Guillaud, Carole Clem, Calum MacAulay
2008 J jnl
MD-SeeGH: a platform for integrative analysis of multi-dimensional genomic data.
BMC Bioinform.
Bryan Chi, Ronald J. deLeeuw, Bradley P. Coe, Raymond T. Ng, Calum MacAulay, Wan L. Lam
2008 J jnl
SIGMA
BMC Bioinform.
Raj Chari, Bradley P. Coe, Craig Wedseltoft, Marie Benetti, Ian M. Wilson, Emily A. Vucic, Calum MacAulay, Raymond T. Ng, Wan L. Lam
2006 — conf
A Novel Algorithm For the Analysis Of Array Cgh Data.
ICASSP (2)
Mehrnoush Khojasteh, Bradley P. Coe, Sohrab P. Shah, Rabab K. Ward, Wan L. Lam, Calum MacAulay
2005 J jnl
A Java application for tissue section image analysis.
Comput. Methods Programs Biomed.
R. Kamalov, Martial Guillaud, D. Haskins, A. Harrison, Roger Kemp, D. Chiu, Michele Follen, Calum MacAulay
2005 J jnl
A stepwise framework for the normalization of array CGH data.
BMC Bioinform.
Mehrnoush Khojasteh, Wan L. Lam, Rabab Kreidieh Ward, Calum MacAulay
2005 B conf
Limited-angle reconstruction algorithms in computed-tomographic microscopic imaging.
Image Processing
Ravil Chamgoulov, Michael Tsiroulnikov, Pierre Lane, Calum MacAulay
2004 J jnl
SeeGH - A software tool for visualization of whole genome array comparative genomic hybridization data.
BMC Bioinform.
Bryan Chi, Ronald J. deLeeuw, Bradley P. Coe, Calum MacAulay, Wan L. Lam
2002 J jnl
Optimal excitation wavelengths for discrimination of cervical neoplasia.
IEEE Trans. Biomed. Eng.
Sung K. Chang, Michele Follen, Anais Malpica, Urs Utzinger, Gregg Staerkel, Dennis D. Cox, E. Neely Atkinson, Calum MacAulay, Rebecca R. Richards-Kortum