| Machine and deep learning methods for radiomics M Avanzo, L Wei, J Stancanello, M Vallieres, A Rao, O Morin, ... Medical physics 47 (5), e185-e202, 2020 | 322 | 2020 |
| Detection of local cancer recurrence after stereotactic ablative radiation therapy for lung cancer: physician performance versus radiomic assessment SA Mattonen, DA Palma, C Johnson, AV Louie, M Landis, G Rodrigues, ... International Journal of Radiation Oncology* Biology* Physics 94 (5), 1121-1128, 2016 | 162 | 2016 |
| Early prediction of tumor recurrence based on CT texture changes after stereotactic ablative radiotherapy (SABR) for lung cancer SA Mattonen, DA Palma, CJA Haasbeek, S Senan, AD Ward Medical physics 41 (3), 033502, 2014 | 125 | 2014 |
| Standardization in quantitative imaging: a multicenter comparison of radiomic features from different software packages on digital reference objects and patient data sets M McNitt-Gray, S Napel, A Jaggi, SA Mattonen, L Hadjiiski, M Muzi, ... Tomography 6 (2), 118-128, 2020 | 74 | 2020 |
| Distinguishing radiation fibrosis from tumour recurrence after stereotactic ablative radiotherapy (SABR) for lung cancer: a quantitative analysis of CT density changes SA Mattonen, DA Palma, CJA Haasbeek, S Senan, AD Ward Acta oncologica 52 (5), 910-918, 2013 | 70 | 2013 |
| Bone Marrow and Tumor Radiomics at 18F-FDG PET/CT: Impact on Outcome Prediction in Non–Small Cell Lung Cancer SA Mattonen, GA Davidzon, J Benson, ANC Leung, M Vasanawala, ... Radiology 293 (2), 451-459, 2019 | 63 | 2019 |
| Imaging texture analysis for automated prediction of lung cancer recurrence after stereotactic radiotherapy SA Mattonen, S Tetar, DA Palma, AV Louie, S Senan, AD Ward Journal of Medical Imaging 2 (4), 041010-041010, 2015 | 42 | 2015 |
| Pulmonary imaging after stereotactic radiotherapy—does RECIST still apply? SA Mattonen, AD Ward, DA Palma The British journal of radiology 89 (1065), 20160113, 2016 | 36 | 2016 |
| Artificial intelligence in lung cancer: bridging the gap between computational power and clinical decision-making JR Christie, P Lang, LM Zelko, DA Palma, M Abdelrazek, SA Mattonen Canadian Association of Radiologists Journal 72 (1), 86-97, 2021 | 34 | 2021 |
| [18F] FDG positron emission tomography (PET) tumor and penumbra imaging features predict recurrence in non–small cell lung cancer SA Mattonen, GA Davidzon, S Bakr, S Echegaray, ANC Leung, ... Tomography 5 (1), 145-153, 2019 | 29 | 2019 |
| New techniques for assessing response after hypofractionated radiotherapy for lung cancer SA Mattonen, K Huang, AD Ward, S Senan, DA Palma Journal of thoracic disease 6 (4), 375, 2014 | 29 | 2014 |
| Utilizing artificial intelligence for head and neck cancer outcomes prediction from imaging T Chinnery, A Arifin, KY Tay, A Leung, AC Nichols, DA Palma, ... Canadian Association of Radiologists Journal 72 (1), 73-85, 2021 | 25 | 2021 |
| Quantitative imaging feature pipeline: a web-based tool for utilizing, sharing, and building image-processing pipelines SA Mattonen, D Gude, S Echegaray, S Bakr, DL Rubin, S Napel Journal of Medical Imaging 7 (4), 042803-042803, 2020 | 24 | 2020 |
| MRI-based radiomics for prognosis of pediatric diffuse intrinsic pontine glioma: an international study LT Tam, KW Yeom, JN Wright, A Jaju, A Radmanesh, M Han, S Toescu, ... Neuro-oncology advances 3 (1), vdab042, 2021 | 23 | 2021 |
| Stanford DRO Toolkit: digital reference objects for standardization of radiomic features A Jaggi, SA Mattonen, M McNitt-Gray, S Napel Tomography 6 (2), 111-117, 2020 | 15 | 2020 |
| Automated texture analysis for prediction of recurrence after stereotactic ablative radiation therapy for lung cancer SA Mattonen, S Tetar, DA Palma, S Senan, AD Ward International Journal of Radiation Oncology, Biology, Physics 93 (3), S5-S6, 2015 | 11 | 2015 |
| Sarcopenia in head and neck cancer: A scoping review N Jovanovic, T Chinnery, SA Mattonen, DA Palma, PC Doyle, JA Theurer Plos one 17 (11), e0278135, 2022 | 10 | 2022 |
| Radiomic signatures of posterior fossa ependymoma: molecular subgroups and risk profiles M Zhang, E Wang, D Yecies, LT Tam, M Han, S Toescu, JN Wright, ... Neuro-oncology 24 (6), 986-994, 2022 | 10 | 2022 |
| Modern treatment outcomes for early T-stage oropharyngeal cancer treated with intensity-modulated radiation therapy at a tertiary care institution EJ Di Gravio, P Lang, HAJ Kim, T Chinnery, N Mundi, SD MacNeil, ... Radiation Oncology 15, 1-9, 2020 | 10 | 2020 |
| Disparate participation by gender of conference attendants in scientific discussions M Rezaee, A Verde, B Anchang, SA Mattonen, J Garcia-Diaz, ... Plos one 17 (1), e0262639, 2022 | 9 | 2022 |
