Martina Descovich

Physics and Astronomy · Physical Sciences

25h-index2.1kcitations159works2.12yr avg
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Research Topics

Advanced Radiotherapy Techniques(111), Medical Imaging Techniques and Applications(53), Advanced X-ray and CT Imaging(25), Lung Cancer Diagnosis and Treatment(24), Radiation Dose and Imaging(21)

Publications159 total

B-FIRE: Binning-Free Diffusion Implicit Neural Representation for Hyper-Accelerated Motion-Resolved MRI
arXiv (Cornell University)·2026Open Access
B-FIRE: Binning-Free Diffusion Implicit Neural Representation for Hyper-Accelerated Motion-Resolved MRI
ArXiv.org·2026Open Access
TomoGRAF: An X-ray physics-driven generative radiance field framework for extremely sparse view CT reconstruction
PLoS ONE·2025Open Access
A Quality Control Procedure for Single Fiducial Tracking of Lung Lesions
Cureus·2025Open Access
Real-time lung extraction from synthesized x-rays improves pulmonary image-guided radiotherapy
Physics in Medicine and Biology·2025· 4 cited
Tomograf: An X-Ray Physics-Driven Generative Radiance Field Framework for Extremely Sparse View Ct Reconstruction
SSRN Electronic Journal·2025Open Access
TomoGRAF: A Robust and Generalizable Reconstruction Network for Single-View Computed Tomography
arXiv (Cornell University)·2024Open Access
AAPM task group report 135.B: Quality assurance for robotic radiosurgery
Medical Physics·2024· 5 citedOpen Access
Robust localization of poorly visible tumor in fiducial free stereotactic body radiation therapy
Radiotherapy and Oncology·2024· 3 cited
Linac‐ and CyberKnife‐based MRI‐only treatment planning of prostate SBRT using an optimized synthetic CT calibration curve
Journal of Applied Clinical Medical Physics·2024· 4 citedOpen Access
Deep match: A zero-shot framework for improved fiducial-free respiratory motion tracking
Radiotherapy and Oncology·2024· 7 citedOpen Access
A digital male pelvis phantom series showing anatomical variations over the course of fractionated radiotherapy treatment
Medical Physics·2023· 2 citedOpen Access
End‐to‐end validation of fiducial tracking accuracy in robotic radiosurgery using MRI‐only simulation imaging
Medical Physics·2023· 1 citedOpen Access
Predicting successful clinical candidates for fiducial‐free lung tumor tracking with a deep learning binary classification model
Journal of Applied Clinical Medical Physics·2023· 5 citedOpen Access
Physics of Stereotactic Radiosurgery and Stereotactic Body Radiotherapy
2023
Predicting successful clinical candidates for fiducial-free lung tumor tracking with a deep learning binary classification model
arXiv (Cornell University)·2022· 1 citedOpen Access
Improved accuracy of relative electron density and proton stopping power ratio through CycleGAN machine learning
Physics in Medicine and Biology·2022· 3 citedOpen Access
CyberKnife Image-Guided Hypofractionated Stereotactic Radiotherapy
2021
Irradiation of <i>Nf1</i> mutant mouse models of spinal plexiform neurofibromas drives pathologic progression and decreases survival
Neuro-Oncology Advances·2021· 7 citedOpen Access
Stereotactic Body Radiation Therapy and High-Dose-Rate Brachytherapy Boost in Combination With Intensity Modulated Radiation Therapy for Localized Prostate Cancer: A Single-Institution Propensity Score Matched Analysis
International Journal of Radiation Oncology*Biology*Physics·2020· 14 cited
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Frequent Co-authors

P. Fallon(13), M. Cromaz(12), A. O. Macchiavelli(12), Alexander Gottschalk(11), Cynthia Chuang(9), Jean Pouliot(9), Elena Rodriguez‐Vieitez(7), F. S. Stephens(7), Josephine Chen(7), R. M. Clark(7), I. Y. Lee(7), Lijun Ma(7), Mack Roach(6), Olivier Morin(6), Dilini Pinnaduwage(6), A.J. Boston(6), M. A. Deleplanque(5), D. Ward(5), Michèle Aubin(5), Ping Xia(5)