Vulnerabilities of radiomic signature development: The need for safeguards
Welch, Mattea L., McIntosh, Chris, Haibe-Kains, Benjamin, Milosevic, Michael F., Wee, Leonard, Dekker, Andre, Huang, Shao Hui, Purdie, Thomas G., O'Sullivan, Brian, Aerts, Hugo J.W.L., Jaffray, David A.
Published in Radiotherapy and oncology (01.01.2019)
Published in Radiotherapy and oncology (01.01.2019)
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Journal Article
Repeatability and reproducibility of MRI-based radiomic features in cervical cancer
Fiset, Sandra, Welch, Mattea L., Weiss, Jessica, Pintilie, Melania, Conway, Jessica L., Milosevic, Michael, Fyles, Anthony, Traverso, Alberto, Jaffray, David, Metser, Ur, Xie, Jason, Han, Kathy
Published in Radiotherapy and oncology (01.06.2019)
Published in Radiotherapy and oncology (01.06.2019)
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Journal Article
Automated detection of dental artifacts for large-scale radiomic analysis in radiation oncology
Arrowsmith, Colin, Reiazi, Reza, Welch, Mattea L., Kazmierski, Michal, Patel, Tirth, Rezaie, Aria, Tadic, Tony, Bratman, Scott, Haibe-Kains, Benjamin
Published in Physics and imaging in radiation oncology (01.04.2021)
Published in Physics and imaging in radiation oncology (01.04.2021)
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Journal Article
Radiomic Analysis: Study Design, Statistical Analysis, and Other Bias Mitigation Strategies
Moskowitz, Chaya S, Welch, Mattea L, Jacobs, Michael A, Kurland, Brenda F, Simpson, Amber L
Published in Radiology (01.08.2022)
Published in Radiology (01.08.2022)
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Journal Article
Sensitivity of radiomic features to inter-observer variability and image pre-processing in Apparent Diffusion Coefficient (ADC) maps of cervix cancer patients
Traverso, Alberto, Kazmierski, Michal, Welch, Mattea L, Weiss, Jessica, Fiset, Sandra, Foltz, Warren D, Gladwish, Adam, Dekker, Andre, Jaffray, David, Wee, Leonard, Han, Kathy
Published in Radiotherapy and oncology (01.02.2020)
Published in Radiotherapy and oncology (01.02.2020)
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Journal Article
Use of Response Permutation to Measure an Imaging Dataset's Susceptibility to Overfitting by Selected Standard Analysis Pipelines
Chakraborty, Jayasree, Midya, Abhishek, Kurland, Brenda F, Welch, Mattea L, Gonen, Mithat, Moskowitz, Chaya S, Simpson, Amber L
Published in Academic radiology (12.04.2024)
Published in Academic radiology (12.04.2024)
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Journal Article
RADCURE: An open-source head and neck cancer CT dataset for clinical radiation therapy insights
Welch, Mattea L, Kim, Sejin, Hope, Andrew J, Huang, Shao Hui, Lu, Zhibin, Marsilla, Joseph, Kazmierski, Michal, Rey-McIntyre, Katrina, Patel, Tirth, O'Sullivan, Brian, Waldron, John, Bratman, Scott, Haibe-Kains, Benjamin, Tadic, Tony
Published in Medical physics (Lancaster) (01.04.2024)
Published in Medical physics (Lancaster) (01.04.2024)
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Journal Article
External validation and transfer learning of convolutional neural networks for computed tomography dental artifact classification
Welch, Mattea L, McIntosh, Chris, Traverso, Alberto, Wee, Leonard, Purdie, Tom G, Dekker, Andre, Haibe-Kains, Benjamin, Jaffray, David A
Published in Physics in medicine & biology (05.02.2020)
Published in Physics in medicine & biology (05.02.2020)
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Journal Article
Editorial: Radiomics: The New World or Another Road to El Dorado?
Welch, Mattea L, Jaffray, David A
Published in JNCI : Journal of the National Cancer Institute (01.07.2017)
Published in JNCI : Journal of the National Cancer Institute (01.07.2017)
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Journal Article
Automatic classification of dental artifact status for efficient image veracity checks: effects of image resolution and convolutional neural network depth
Welch, Mattea L, McIntosh, Chris, Purdie, Tom G, Wee, Leonard, Traverso, Alberto, Dekker, Andre, Haibe-Kains, Benjamin, Jaffray, David A
Published in Physics in medicine & biology (10.01.2020)
Published in Physics in medicine & biology (10.01.2020)
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Journal Article
User-controlled pipelines for feature integration and head and neck radiation therapy outcome predictions
Welch, Mattea L., McIntosh, Chris, McNiven, Andrea, Huang, Shao Hui, Zhang, Bei-Bei, Wee, Leonard, Traverso, Alberto, O'Sullivan, Brian, Hoebers, Frank, Dekker, Andre, Jaffray, David A.
Published in Physica medica (01.02.2020)
Published in Physica medica (01.02.2020)
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Journal Article