arrow
Back
M

Mattison J. Flakus

University of Wisconsin System

8H-index
21Paper Count
147Citation Count
Published Papers 12
Publication Date
4DCT image artifact detection using deep learning
err2024-11-14
err0
errOAAI
errCarrizales, Joshua W.; Flakus, Mattison J.; Fairbourn, Dallin; Shao, Wei; Gerard, Sarah E.; Bayouth, John E.; Christensen, Gary E.; Reinhardt, Joseph M.
errShare
errSave
A Phase 2 Randomized Clinical Trial Evaluating 4-Dimensional Computed Tomography Ventilation-Based Functional Lung Avoidance Radiation Therapy for Non-Small Cell Lung Cancer
err2024-08-01
err1
PREAI
errBaschnagel, Andrew M.; Flakus, Mattison J.; Wallat, Eric M.; Wuschner, Antonia E.; Chappell, Richard J.; Bayliss, R. Adam; Kimple, Randall J.; Christensen, Gary E.; Reinhardt, Joseph M.; Bassetti, Michael F.; Bayouth, John E.
errShare
errSave
Validation of CT-based ventilation and perfusion biomarkers with histopathology confirms radiation-induced pulmonary changes in a porcine model
err2023-06-09
err3
errOAAI
errFlakus, Mattison J.; Wuschner, Antonia E.; Wallat, Eric M.; Graham, Melissa; Shao, Wei; Shanmuganayagam, Dhanansayan; Christensen, Gary E.; Reinhardt, Joseph M.; Bayouth, John E.
errShare
errSave
Metrics of dose to highly ventilated lung are predictive of radiation-induced pneumonitis in lung cancer patients
err2023-05-01
err8
errOAAI
errFlakus, Mattison J.; Kent, Sean P.; Wallat, Eric M.; Wuschner, Antonia E.; Tennant, Erica; Yadav, Poonam; Burr, Adam; Yu, Menggang; Christensen, Gary E.; Reinhardt, Joseph M.; Bayouth, John E.; Baschnagel, Andrew M.
errShare
errSave
Robust quantification of CT-ventilation biomarker techniques and repeatability in a porcine model
err2023-04-07
err4
PREAI
errFlakus, Mattison J.; Wuschner, Antonia E.; Wallat, Eric M.; Shao, Wei; Meudt, Jen; Shanmuganayagam, Dhanansayan; Christensen, Gary E.; Reinhardt, Joseph M.; Bayouth, John E.
errShare
errSave
Predicting pulmonary ventilation damage after radiation therapy for nonsmall cell lung cancer using a ResNet generative adversarial network
err2023-02-22
err6
errOAAI
errWallat, Eric M.; Wuschner, Antonia E.; Flakus, Mattison J.; Gerard, Sarah E.; Christensen, Gary E.; Reinhardt, Joseph M.; Bayouth, John E.
errShare
errSave
Quantifying robustness of CT-ventilation biomarkers to image noise
err2023-02-14
err3
errOAAI
errFlakus, Mattison J.; Wuschner, Antonia E.; Wallat, Eric M.; Shao, Wei; Shanmuganayagam, Dhanansayan; Christensen, Gary E.; Reinhardt, Joseph M.; Li, Ke; Bayouth, John E.
errShare
errSave
CT-derived vessel segmentation for analysis of post-radiation therapy changes in vasculature and perfusion
err2022-10-17
err5
errOAAI
errWuschner, Antonia E. E.; Flakus, Mattison J. J.; Wallat, Eric M. M.; Reinhardt, Joseph M. M.; Shanmuganayagam, Dhanansayan; Christensen, Gary E.; Gerard, Sarah E. E.; Bayouth, John E. E.
errShare
errSave
Measuring Indirect Radiation-Induced Perfusion Change in Fed Vasculature Using Dynamic Contrast CT
err2022-07-30
err8
errOAAI
errWuschner, Antonia E.; Flakus, Mattison J.; Wallat, Eric M.; Reinhardt, Joseph M.; Shanmuganayagam, Dhanansayan; Christensen, Gary E.; Bayouth, John E.
errShare
errSave
Radiation-induced Hounsfield unit change correlates with dynamic CT perfusion better than 4DCT-based ventilation measures in a novel-swine model
err2021-06-23
err10
errOAAI
errWuschner, Antonia E.; Wallat, Eric M.; Flakus, Mattison J.; Shanmuganayagam, Dhanansayan; Meudt, Jennifer; Christensen, Gary E.; Reinhardt, Joseph M.; Miller, Jessica R.; Lawless, Michael J.; Baschnagel, Andrew M.; Bayouth, John E.
errShare
errSave
Modeling the impact of out-of-phase ventilation on normal lung tissue response to radiation dose
err2020-04-13
err13
errOAAI
errWallat, Eric M.; Flakus, Mattison J.; Wuschner, Antonia E.; Shao, Wei; Christensen, Gary E.; Reinhardt, Joseph M.; Baschnagel, Andrew M.; Bayouth, John E.
errShare
errSave
Photodynamic therapy of deep tissue abscess cavities: Retrospective image-based feasibility study using Monte Carlo simulation
err2019-05-21
err9
PREAI
errBaran, Timothy M.; Choi, Hyun W.; Flakus, Mattison J.; Sharma, Ashwani K.
errShare
errSave