Search Results - "Matuszak, Martha M."

Cardiac Events After Radiation Therapy: Combined Analysis of Prospective Multicenter Trials for Locally Advanced Non-Small-Cell Lung Cancer by Dess, Robert T, Sun, Yilun, Matuszak, Martha M, Sun, Grace, Soni, Payal D, Bazzi, Latifa, Murthy, Venkatesh L, Hearn, Jason W D, Kong, Feng-Ming, Kalemkerian, Gregory P, Hayman, James A, Ten Haken, Randall K, Lawrence, Theodore S, Schipper, Matthew J, Jolly, Shruti

“…Purpose Radiation therapy is a critical component in the care of patients with non-small-cell lung cancer (NSCLC), yet cardiac injury after treatment is a…”
Get full text

Clinical Applications of Volumetric Modulated Arc Therapy by Matuszak, Martha M., Ph.D, Yan, Di, D.Sc, Grills, Inga, M.D, Martinez, Alvaro, M.D

“…Purpose To present treatment planning case studies for several treatment sites for which volumetric modulated arc therapy (VMAT) could have a positive impact;…”
Get full text

Mapping lung ventilation through stress maps derived from biomechanical models of the lung by Cazoulat, Guillaume, Balter, James M., Matuszak, Martha M., Jolly, Shruti, Owen, Dawn, Brock, Kristy K.

“…Purpose Most existing computed tomography (CT)‐ventilation imaging techniques are based on deformable image registration (DIR) of different respiratory phases…”
Get full text

Quantum deep reinforcement learning for clinical decision support in oncology: application to adaptive radiotherapy by Niraula, Dipesh, Jamaluddin, Jamalina, Matuszak, Martha M., Haken, Randall K. Ten, Naqa, Issam El

“…Subtle differences in a patient’s genetics and physiology may alter radiotherapy (RT) treatment responses, motivating the need for a more personalized…”
Get full text

Author Correction: Quantum deep reinforcement learning for clinical decision support in oncology: application to adaptive radiotherapy by Niraula, Dipesh, Jamaluddin, Jamalina, Matuszak, Martha M., Haken, Randall K. Ten, Naqa, Issam El

Get full text

A clinical decision support system for AI-assisted decision-making in response-adaptive radiotherapy (ARCliDS) by Niraula, Dipesh, Sun, Wenbo, Jin, Jionghua, Dinov, Ivo D., Cuneo, Kyle, Jamaluddin, Jamalina, Matuszak, Martha M., Luo, Yi, Lawrence, Theodore S., Jolly, Shruti, Ten Haken, Randall K., El Naqa, Issam

“…Involvement of many variables, uncertainty in treatment response, and inter-patient heterogeneity challenge objective decision-making in dynamic treatment…”
Get full text

Penalization of aperture complexity in inversely planned volumetric modulated arc therapy by Younge, Kelly C., Matuszak, Martha M., Moran, Jean M., McShan, Daniel L., Fraass, Benedick A., Roberts, Donald A.

“…Purpose: Apertures obtained during volumetric modulated arc therapy (VMAT) planning can be small and irregular, resulting in dosimetric inaccuracies during…”
Get full text

Review of Sterilization Techniques for Medical and Personal Protective Equipment Contaminated With SARS-CoV-2 by Jinia, Abbas Johar, Sunbul, Noora Ba, Meert, Christopher A., Miller, Cameron A., Clarke, Shaun D., Kearfott, Kimberlee J., Matuszak, Martha M., Pozzi, Sara A.

“…The outbreak of the novel coronavirus disease, COVID-19 turned into a global pandemic in March 2020. During these unprecedented times, there is an increased…”
Get full text

A human-in-the-loop based Bayesian network approach to improve imbalanced radiation outcomes prediction for hepatocellular cancer patients with stereotactic body radiotherapy by Luo, Yi, Cuneo, Kyle C, Lawrence, Theodore S, Matuszak, Martha M, Dawson, Laura A, Niraula, Dipesh, Ten Haken, Randall K, El Naqa, Issam

“…Imbalanced outcome is one of common characteristics of oncology datasets. Current machine learning approaches have limitation in learning from such datasets…”
Get full text

Volumetric modulated arc therapy for delivery of hypofractionated stereotactic lung radiotherapy: A dosimetric and treatment efficiency analysis by McGrath, Samuel D, Matuszak, Martha M, Yan, Di, Kestin, Larry L, Martinez, Alvaro A, Grills, Inga S

“…Abstract Purpose/objective(s) Volumetric modulated arc therapy (VMAT) allows for intensity-modulated radiation delivery during gantry rotation with dynamic MLC…”
Get full text

Predicting deliverability of volumetric‐modulated arc therapy (VMAT) plans using aperture complexity analysis by Younge, Kelly C., Roberts, Don, Janes, Lindsay A., Anderson, Carlos, Moran, Jean M., Matuszak, Martha M.

“…The purpose of this study was to evaluate the ability of an aperture complexity metric for volumetric‐modulated arc therapy (VMAT) plans to predict plan…”
Get full text

The Special Medical Physics Consult Process for Reirradiation Patients by Paradis, Kelly C., PhD, Mayo, Charles, PhD, Owen, Dawn, MD, Spratt, Daniel E., MD, Hearn, Jason, MD, Rosen, Benjamin, PhD, Kashani, Rojano, PhD, Moran, Jean, PhD, Tatro, Daniel S., CMD, Beeler, Whitney, MD, Vineberg, Karen, CMD, Smith, Dylan C., MS, Matuszak, Martha M., PhD

“…AbstractPurposeTo present a systematic approach to the reirradiation special medical physics consult (ReRT-SMPC) process.Materials and MethodsAn in-house…”
Get full text

The big data effort in radiation oncology: Data mining or data farming? by Mayo, Charles S., PhD, Kessler, Marc L., PhD, Eisbruch, Avraham, MD, Weyburne, Grant, BS, Feng, Mary, MD, Hayman, James A., MD, Jolly, Shruti, MD, El Naqa, Issam, PhD, Moran, Jean M., PhD, Matuszak, Martha M., PhD, Anderson, Carlos J., PhD, Holevinski, Lynn P., BS, McShan, Daniel L., PhD, Merkel, Sue M., MSA RT(R)(T), Machnak, Sherry L., MBA RT(T), Lawrence, Theodore S., MD PhD, Ten Haken, Randall K., PhD

“…Abstract Although large volumes of information are entered into our electronic health care records, radiation oncology information systems and treatment…”
Get full text

Benchmark Credentialing Results for NRG-BR001: The First National Cancer Institute-Sponsored Trial of Stereotactic Body Radiation Therapy for Multiple Metastases by Al-Hallaq, Hania A., PhD, Chmura, Steven J., MD, PhD, Salama, Joseph K., MD, Lowenstein, Jessica R., MS, McNulty, Susan, BS, Galvin, James M., DSc, Followill, David S., PhD, Robinson, Clifford G., MD, Pisansky, Thomas M., MD, Winter, Kathryn A., MS, White, Julia R., MD, Xiao, Ying, PhD, Matuszak, Martha M., PhD

“…Purpose The NRG-BR001 trial is the first National Cancer Institute–sponsored trial to treat multiple (range 2-4) extracranial metastases with stereotactic body…”
Get full text

Big Data in Designing Clinical Trials: Opportunities and Challenges by Mayo, Charles S, Matuszak, Martha M, Schipper, Matthew J, Jolly, Shruti, Hayman, James A, Ten Haken, Randall K

“…Emergence of big data analytics resource systems (BDARSs) as a part of routine practice in Radiation Oncology is on the horizon. Gradually, individual…”
Get full text

Effect of Normal Lung Definition on Lung Dosimetry and Lung Toxicity Prediction in Radiation Therapy Treatment Planning by Wang, Weili, MD, PhD, Xu, Yaping, MD, Schipper, Matthew, PhD, Matuszak, Martha M., PhD, Ritter, Timothy, PhD, Cao, Yue, PhD, Ten Haken, Randall K., PhD, Kong, Feng-Ming (Spring), MD, PhD

“…Purpose This study aimed to compare lung dose–volume histogram (DVH) parameters such as mean lung dose (MLD) and the lung volume receiving ≥20 Gy (V20) of…”
Get full text

Computed Tomography Myelosimulation Versus Magnetic Resonance Imaging Registration to Delineate the Spinal Cord During Spine Stereotactic Radiosurgery by Beeler, Whitney H., Paradis, Kelly C., Gemmete, Joseph J., Chaudhary, Neeraj, Kim, Michelle M., Smith, Sean R., Paradis, Eric, Matuszak, Martha M., Park, Paul, Archer, Paul G., Szerlip, Nicholas J., Spratt, Daniel E.

“…Underestimation of the spinal cord's volume or position during spine stereotactic radiosurgery can lead to severe myelopathy, whereas overestimation can lead…”
Get full text

Methods for Reducing Normal Tissue Complication Probabilities in Oropharyngeal Cancer: Dose Reduction or Planning Target Volume Elimination by Samuels, Stuart E., MD, PhD, Eisbruch, Avraham, MD, FASTRO, Vineberg, Karen, MS, Lee, Jae, MD, PhD, Lee, Choonik, PhD, Matuszak, Martha M., PhD, Ten Haken, Randall K., PhD, FASTRO, FAAPM, Brock, Kristy K., PhD, FAAPM

“…Purpose Strategies to reduce the toxicities of head and neck radiation (ie, dysphagia [difficulty swallowing] and xerostomia [dry mouth]) are currently…”
Get full text

434 Ionizing radiation acoustic imaging (iRAI) for volumetric mapping the dose deep in the liver during radiation therapy by Zhang, Wei, Oraiqat, Ibrahim, Litzenberg, Dale, Chang, Kai-Wei, Hadley, Scott, Ba Sunbul, Noora, Matuszak, Martha M., Tichacek, Christopher, Moros, Eduardo G., Carson, Paul L., Cuneo, Kyle C., Wang, Xueding, El Naqa, Issam

“…OBJECTIVES/GOALS: The goal of this study was to develop a clinically applicable technique to increase the precision of in vivo dose monitoring during radiation…”
Get full text

Development and Clinical Implementation of an Automated Virtual Integrative Planner for Radiation Therapy of Head and Neck Cancer by Jaworski, Elizabeth M., Mierzwa, Michelle L., Vineberg, Karen A., Yao, John, Shah, Jennifer L., Schonewolf, Caitlin A., Litzenberg, Dale, Gharzai, Laila A., Matuszak, Martha M., Paradis, Kelly C., Dougherty, Ashley, Burger, Pamela, Tatro, Daniel, Arnould, George Spencer, Moran, Jean M., Lee, Choonik, Eisbruch, Avraham, Mayo, Charles S.

“…Head and neck (HN) radiation (RT) treatment planning is complex and resource intensive. Deviations and inconsistent plan quality significantly affect clinical…”
Get full text