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Brayden Schott
Brayden Schott
Medical Physics PhD Student, University of Wisconsin-Madison
在 wisc.edu 的电子邮件经过验证
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Predicting gamma passing rates for portal dosimetry‐based IMRT QA using machine learning
D Lam, X Zhang, H Li, Y Deshan, B Schott, T Zhao, W Zhang, S Mutic, ...
Medical physics 46 (10), 4666-4675, 2019
932019
Comparison of automated full-body bone metastases delineation methods and their corresponding prognostic power
B Schott, AJ Weisman, TG Perk, AR Roth, G Liu, R Jeraj
Physics in Medicine & Biology 68 (3), 035011, 2023
102023
Intrinsic flow and tearing mode rotation in the RFP during improved confinement
D Craig, EH Tan, B Schott, JK Anderson, J Boguski, DJ Den Hartog, ...
Physics of Plasmas 26 (7), 2019
72019
Uncertainty estimation for deep learning-based pectoral muscle segmentation via Monte Carlo dropout
Z Klanecek, T Wagner, YK Wang, L Cockmartin, N Marshall, B Schott, ...
Physics in Medicine & Biology 68 (11), 115007, 2023
42023
Automated detection and quantification of neuroendocrine tumors on 68Ga-DOTATATE PET/CT images using a U-net ensemble method
A Weisman, O Lokre, B Schott, V Fernandes, R Jeraj, T Perk, S Cho, ...
Journal of Nuclear Medicine 63 (supplement 2), 3215-3215, 2022
42022
Models using comprehensive, lesion-level, longitudinal [68Ga] Ga-DOTA-TATE PET-derived features lead to superior outcome prediction in neuroendocrine tumor patients treated …
V Santoro-Fernandes, B Schott, A Deatsch, Q Keigley, T Francken, R Iyer, ...
European Journal of Nuclear Medicine and Molecular Imaging, 1-12, 2024
22024
An automated methodology for whole-body, multimodality tracking of individual cancer lesions
V Santoro-Fernandes, DT Huff, L Rivetti, A Deatsch, B Schott, SB Perlman, ...
Physics in Medicine & Biology 69 (8), 085012, 2024
22024
EPID-based dosimetry
B Schott, T Dvergsten, R Caleb, B Sun
Radiation Therapy Dosimetry, 109-122, 2021
22021
Information Bottleneck-Based Feature Weighting for Enhanced Medical Image Out-of-Distribution Detection
B Schott, Ž Klaneček, A Deatsch, V Santoro-Fernandes, T Francken, ...
International Workshop on Uncertainty for Safe Utilization of Machine …, 2024
2024
Longitudinal Somatostatin Receptor Imaging Predicts the Long-Term Persistence of Individual Neuroendocrine Tumors in Patients Undergoing Targeted Radionuclide Therapy
S Salgado, VS Fernandes, BJ Schott, SB Perlman, R Jeraj
AAPM 66th Annual Meeting & Exhibition, 2024
2024
Uncertainty quantification via localized gradients for deep learning-based medical image assessments
B Schott, D Pinchuk, V Santoro-Fernandes, Ž Klaneček, L Rivetti, ...
Physics in Medicine & Biology 69 (15), 155015, 2024
2024
Longitudinal interpretability of deep learning-based breast cancer risk prediction model: comparison of different attribution methods
Z Klanecek, YK Wang, T Wagner, L Cockmartin, N Marshall, B Schott, ...
17th International Workshop on Breast Imaging (IWBI 2024) 13174, 478-484, 2024
2024
Uncertainty Quantification for Deep Learning-based Metastatic Tumor Delineation on 68Ga-DOTATATE PET/CT Images
B Schott, V Santoro Fernandes, Z Klanecek, D Pinchuk, R Jeraj
Bulletin of the American Physical Society, 2024
2024
Longitudinal Interpretability of Deep-Learning based Breast Cancer Risk Prediction Model
Z Klanecek, YK Wang, T Wagner, L Cockmartin, N Marshall, B Schott, ...
Bulletin of the American Physical Society, 2024
2024
Comparison of automated full-body bone metastases delineation methods and their corresponding prognostic power.
B Schott, AJ Weisman, TG Perk, AR Roth, G Liu, R Jeraj
Physics in Medicine and Biology 68 (3), 2023
2023
Flagging of unacceptable segmentations: Monte Carlo dropout vs. Deep-Ensembles
Z Klanecek, T Wagner, Y Wang, L Cockmartin, N Marshall, B Schott, ...
APS March Meeting Abstracts 2023, LL10. 004, 2023
2023
Automated evaluation of disease on 68Ga-DOTATATE PET/CT images for long-term lesion tracking on 177Lu-DOTATATE therapy
T Perk, A Weisman, O Lokre, B Schott, V Fernandes, R Jeraj, S Cho, ...
Journal of Nuclear Medicine 63 (supplement 2), 2580-2580, 2022
2022
Leveraging Predictive Uncertainty of a Convolutional Neural Network to Flag Unacceptable Segmentations
Z Klanecek, H Bosmans, A Studen, M Vrhovec, D Huff, B Schott, Y Kuan, ...
Medical Physics 49 (6), E295-E296, 2022
2022
Simulation of selective ablation of liver metastases in neuroendocrine tumor patients
V Santoro-Fernandes, B Schott, D Huff, T Perk, A Deatsch, S Perlman, ...
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 48 (SUPPL 1 …, 2021
2021
Comparison of Automated Methods for Detection and Prognostication in Metastatic Prostate Cancer Using 18F-NaF PET/CT Images
B Schott, AJ Weisman, TG Perk, AR Roth, S Yip, G Liu, R Jeraj
MEDICAL PHYSICS 47 (6), E352-E352, 2020
2020
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