Mattea L. Welch
University of Toronto
H-index: 10
North America-Canada
Top articles of Mattea L. Welch
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
The Auto-Lindberg Project: Standardized Target Nomenclature in Radiation Oncology Enables Real-World Data Extraction From Radiation Treatment Plans | International Journal of Radiation Oncology* Biology* Physics | Andrew Hope Jun Won Kim Michal Kazmierski Mattea Welch Joseph Marsilla | 2024/1/1 |
Use of Response Permutation to Measure an Imaging Dataset’s Susceptibility to Overfitting by Selected Standard Analysis Pipelines | Academic Radiology | Jayasree Chakraborty Abhishek Midya Brenda F Kurland Mattea L Welch Mithat Gonen | 2024/4/12 |
98 An open-source foundation for head and neck radiomics | Radiotherapy and Oncology | Katy L Scott Sejin Kim Jermiah J Joseph Matthew Boccalon Mattea Welch | 2024/3/1 |
168 Automated analysis of elective neck radiation therapy patterns in patients with head and neck cancer | Radiotherapy and Oncology | Joseph Marsilla Jun Won Kim Sejin Kim Mattea Welch Shao Hui Huang | 2024/3/1 |
RADCURE: An open‐source head and neck cancer CT dataset for clinical radiation therapy insights | Medical Physics | Mattea L Welch Sejin Kim Andrew J Hope Shao Hui Huang Zhibin Lu | 2024/2/16 |
Making head and neck cancer clinical data Findable-Accessible-Interoperable-Reusable to support multi-institutional collaboration and federated learning | BJR| Artificial Intelligence | Varsha Gouthamchand Ananya Choudhury Frank JP Hoebers Frederik WR Wesseling Mattea Welch | 2024/1/1 |
FAIR-ification of structured Head and Neck Cancer clinical data for multi-institutional collaboration and federated learning | Varsha Gouthamchand Ananya Choudhury Frank Hoebers Frederik Wesseling Mattea Welch | 2023/3/23 | |
Clinical Acceptability of Artificial Intelligence-Screened Interstitial Lung Disease (AI-ILD) in Lung Cancer Patients Treated with Radiotherapy | International Journal of Radiation Oncology, Biology, Physics | Nicholas McNeil Hannah Bacon Sonja Kandel Tirth Patel Mattea Welch | 2023/10/1 |
Med-ImageTools: An open-source Python package for robust data processing pipelines and curating medical imaging data | F1000Research | Sejin Kim Michal Kazmierski Kevin Qu Jacob Peoples Minoru Nakano | 2023/2/1 |
Association of Artificial Intelligence-Screened Interstitial Lung Disease with Radiation Pneumonitis and Mortality in Locally Advanced Non-Small Cell Lung Cancer | International Journal of Radiation Oncology, Biology, Physics | Hannah Bacon Nicholas McNeil Tirth Patel Mattea Welch Xiang Y Ye | 2023/10/1 |
Privacy-Preserving Dashboard for FAIR Head and Neck Cancer data supporting multi-centered collaborations | Varsha Gouthamchand Ananya Choudhury Frank Hoebers Frederik Wesseling Mattea Welch | 2023/1/1 | |
4 Association of Artificial Intelligence-Screened Interstitial Lung Disease with Radiation Pneumonitis and Mortality in Locally Advanced Non-Small Cell Lung Cancer | Radiotherapy and Oncology | Hannah Bacon Nicholas McNeil Tirth Patel Mattea Welch Y Ye Xiang | 2023/9/1 |
Multi-institutional prognostic modeling in head and neck cancer: evaluating impact and generalizability of deep learning and radiomics | Cancer Research Communications | Michal Kazmierski Mattea Welch Sejin Kim Chris McIntosh Katrina Rey-McIntyre | 2023/6/29 |
OC-0509 Prospective assessment of AI screening for interstitial lung disease (ILD) in radiotherapy | Radiotherapy and Oncology | A Hope C McIntosh S Kandel T Patel M Welch | 2023/5/1 |
PO-1256 Multi-domain automated lung segmentation for inflammatory lung disease (ILD) detection | Radiotherapy and Oncology | A Hope C McIntosh M Welch S Kandel T Purdie | 2022/5/1 |
16: Radcure: A Large Open Source Head and Neck Radiation Therapy Dataset for Data Science | Radiotherapy and Oncology | Andrew Hope Mattea Welch Scott Bratman John Waldron Brian O’sullivan | 2022/9/1 |
Radiomic analysis: study design, statistical analysis, and other bias mitigation strategies | Chaya S Moskowitz Mattea L Welch Michael A Jacobs Brenda F Kurland Amber L Simpson | 2022/8 | |
Analytics methods and tools for integration of biomedical data in medicine | Lin Zhang Mehran Karimzadeh Mattea Welch Chris McIntosh Bo Wang | 2021/1/1 | |
The Impact of the Variation of CT Scanner on the Prediction of human papillomavirus (HPV) Association of Oropharyngeal Cancer (OPC) using Radiomic models | medRxiv | Reza Reiazi Colin Arrowsmith Mattea Welch Farnoosh Abbas-Aghababazadeh Christopher Eeles | 2021/3/8 |
Abstract PO-030: Radiomics for head and neck cancer prognostication: results from the RADCURE machine learning challenge | Clinical Cancer Research | Michal Kazmierski Mattea Welch Benjamin Haibe-Kains | 2021/3/1 |
