Calum MacAulay
Orcid: 0000-0003-4440-2792
According to our database1,
Calum MacAulay
authored at least 23 papers
between 1999 and 2023.
Collaborative distances:
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Bibliography
2023
ALL-IN: ALocal GLobal Graph-Based DIstillatioN Model for Representation Learning of Gigapixel Histopathology Images With Application In Cancer Risk Assessment.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
2022
Tensor Radiomics: Paradigm for Systematic Incorporation of Multi-Flavoured Radiomics Features.
CoRR, 2022
2021
Segmentation and Risk Score Prediction of Head and Neck Cancers in PET/CT Volumes with 3D U-Net and Cox Proportional Hazard Neural Networks.
Proceedings of the Head and Neck Tumor Segmentation and Outcome Prediction, 2021
2020
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
Machine learning and deep learning approaches for classification of sub-cm lung nodules in CT scans (Conference Presentation).
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
2018
Quantitative Evaluation of Correction Methods and Simulation of Motion Artifacts for Rotary Pullback Imaging Catheters.
Proceedings of the Medical Image Understanding and Analysis - 22nd Conference, 2018
2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Boosted Tree Classifier for in Vivo Identification of Early Cervical Cancer using Multispectral Digital Colposcopy.
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017
2016
Automatic labeling of molecular biomarkers on a cell-by-cell basis in immunohistochemistry images using convolutional neural networks.
Proceedings of the Medical Imaging 2016: Digital Pathology, San Diego, California, United States, 27 February, 2016
2015
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., 2015
Prediction using hierarchical data: Applications for automated detection of cervical cancer.
Stat. Anal. Data Min., 2015
Proceedings of the Medical Imaging 2015: Digital Pathology, 2015
2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2010
An in silico platform for the study of epithelial pre-invasive neoplastic development.
Biosyst., 2010
2008
BMC Bioinform., 2008
SIGMA<sup>2</sup>: A system for the integrative genomic multi-dimensional analysis of cancer genomes, epigenomes, and transcriptomes.
BMC Bioinform., 2008
2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
Comput. Methods Programs Biomed., 2005
Proceedings of the Medical Imaging 2005: Image Processing, 2005
2004
SeeGH - A software tool for visualization of whole genome array comparative genomic hybridization data.
BMC Bioinform., 2004
2002
IEEE Trans. Biomed. Eng., 2002
1999
Proceedings of the Medical Imaging 1999: Image Processing, 1999