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Publications & Conferences
Gouthamchand, V., Choudhury, A., Hoebers, F., Wesseling, F., Welch, M., Kim, S., Kazmierska, J., Dekker, A., Haibe-Kains, B., Soest, J., & Wee, L. (2023). FAIR-ification of structured Head and Neck Cancer clinical data for multi-institutional collaboration and federated learning. Research Square. Advance online publication. https://doi.org/10.21203/rs.3.rs-2705743/v1
Hope, A. (2023, February 2-3). AI in Radiation Oncology (Canadian Perspective). Canadian Lung Cancer Conference, Vancouver, BC, Canada. https://clcco.ca/agenda
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Kozak, M., Hope, A., Tadic, T., Patel, T., Welch, M., Truong, T., McIntosh, C., & Kandel, S. (2023, May 28-30). Incorporating AI results in clinical workflows: A human factors perspective. [Conference presentation abstract]. eHealth 2023 Conference, Toronto, ON, Canada. https://www.e-healthconference.com/program/
Marsilla, J., Kim, J. W., Kim, S., Tkachuck, D., Rey-McIntyre, K., Patel, T., Tadic, T., Liu, F.-F., Bratman, S., Hope, A., & Haibe-Kains, B. (2022). Evaluating clinical acceptability of organ-at-risk segmentation in head & neck cancer using a compendium of open-source 3D convolutional neural networks. medRxiv. https://doi. org/10.1101/2022.01.15.22269276
Moskowitz, C.S., Welch, M.L., Jacobs, M.A., Kurland, B.F., & Simpson, A.L. (2022). Radiomic Analysis: Study Design, Statistical Analysis, and Other Bias Mitigation Strategies. Radiology, 304 (2), pp. 265-273. DOI: 10.1148/radiol.211597
Ribeiro, M., Gregorio, N., Somji, F., Melwani, S., Lovas, M., Macedo, A., Gray, D., Singh, R., Giovannetti, E., Lee, S., Chong, S., Berlin, A., Saibil, S., Spreafico, A., Hogg, D., & Butler, M. (2022). Development of a remote monitoring program for melanoma/skin oncology patients at Princess Margaret Cancer Centre. Journal of Clinical Oncology, 40(16). DOI: 10.1200/JCO.2022.40.16_suppl.e18630
Safavi, A.H., Lovas, M., Liu, Z.A., Melwani, S., Truong, T., Devonish, S., Abdelmutti, N., Sayani, A., Rodin, D., & Berlin, A. (2022). Virtual Care and Electronic Patient Communication During COVID-19: Cross-sectional Study of Inequities Across a Canadian Tertiary Cancer Center. J Med Internet Res., 24 (11).
DOI: 10.2196/39728. PMID: 36331536; PMCID: PMC9640204.
Somji, F., Gregorio, N., Ribeiro, M., Melwani, S., Dozois, G., Lee, S., Taiwo, A., Lovas, M., Macedo, A., Giovannetti, E., Berlin, A., Saibil, S., Spreafico, A., & Butler, M. (2023). Level up remote care with biometric devices, ePROs and real-time dashboards. [Conference poster presentation]. 17th Canadian Melanoma Conference, Banff, AB, Canada.
Suleman A, Vijenthira A, Liu ZA, Truong T, Berlin A, Prica A, Rodin D. (2023). Virtual Care During the COVID-19 Pandemic for Patients with Hematologic Malignancies: A Single-Institution Experience. JCO Oncol Pract.
DOI: 10.1200/OP.22.00690. Epub ahead of print. PMID: 36821811.
[In press]. Multi-institutional prognostic modelling in head and neck cancer: Evaluating impact and generalizability of deep learning and radiomics. Cancer Research Communications.
