Predicting radiotherapy patient outcomes with real-time clinical data using mathematical modelling

Authors: Browning, Alexander P., Lewin, Thomas D., Baker, Ruth E., Maini, Philip K., Moros, Eduardo G., Caudell, Jimmy, Byrne, Helen M., Enderling, Heiko

Subject Terms: Quantitative Biology - Tissues and Organs

Access URL: http://arxiv.org/abs/2201.02101

Framework for Quality Assurance of Ultrahigh Dose Rate Clinical Trials Investigating FLASH Effects and Current Technology Gaps

Authors: Zou, Wei, Zhang, Rongxiao, Schüler, Emil, Taylor, Paige A., Mascia, Anthony E., Diffenderfer, Eric S., Zhao, Tianyu, Ayan, Ahmet S., Sharma, Manju, Yu, Shu-Jung, Lu, Weiguo, Bosch, Walter R., Tsien, Christina, Surucu, Murat, Pollard-Larkin, Julianne M., Schuemann, Jan, Moros, Eduardo G., Bazalova-Carter, Magdalena, Gladstone, David J., Li, Heng, Simone, Charles B., Petersson, Kristoffer, Kry, Stephen F., Maity, Amit, Loo, Billy W., Dong, Lei, Maxim, Peter G., Xiao, Ying, Buchsbaum, Jeffrey C.

Source: International journal of radiation oncology, biology, physics. 116(5):1202-1217

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100194267022.0x000001&indx=1&recIds=ETOCvdc_100194267022.0x000001

Accurate, repeatable, and geometrically precise diffusion-weighted imaging on a 0.35 T magnetic resonance imaging-guided linear accelerator

Authors: Weygand, Joseph, Armstrong, Tess, Bryant, John Michael, Andreozzi, Jacqueline M., Oraiqat, Ibrahim M., Nichols, Steven, Liveringhouse, Casey L., Latifi, Kujtim, Yamoah, Kosj, Costello, James R., Frakes, Jessica M., Moros, Eduardo G., El Naqa, Issam M., Naghavi, Arash O., Rosenberg, Stephen A., Redler, Gage

Source: In Physics and Imaging in Radiation Oncology October 2023 28

Comparative evaluation of a prototype deep learning algorithm for autosegmentation of normal tissues in head and neck radiotherapy

Authors: Koo, Jihye, Caudell, Jimmy J., Latifi, Kujtim, Jordan, Petr, Shen, Sangyu, Adamson, Philip M., Moros, Eduardo G., Feygelman, Vladimir

Source: In Radiotherapy and Oncology September 2022 174:52-58

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Delta-Radiomics Using Machine Learning Classifiers With Auxiliary Data Sets to Predict Disease Progression During Magnetic Resonance-Guided Radiotherapy in Adrenal Metastases.

Authors: Fajemisin, Jesutofunmi A., Bryant, John M., Saghand, Payman G., Mills, Matthew N., Latifi, Kujtim, Moros, Eduardo G., Feygelman, Vladimir, Frakes, Jessica M., Hoffe, Sarah E., Mittauer, Kathryn E., Kutuk, Tugce, Kotecha, Rupesh, El Naqa, Issam, Rosenberg, Stephen A.

Source: JCO Clinical Cancer Informatics; 1/24/2025, Vol. 9, p1-10, 10p

Subject Terms: DECISION trees, PROGRESSION-free survival, CANCER patients, PANCREATIC cancer, DISEASE progression

Forecasting Individual Patient Response to Radiation Therapy in Head and Neck Cancer With a Dynamic Carrying Capacity Model

Authors: Zahid, Mohammad U., Mohsin, Nuverah, Mohamed, Abdallah S.R., Caudell, Jimmy J., Harrison, Louis B., Fuller, Clifton D., Moros, Eduardo G., Enderling, Heiko

Source: International journal of radiation oncology, biology, physics. 111(3):693-704

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100141218564.0x000001&indx=1&recIds=ETOCvdc_100141218564.0x000001

Pretreatment CT and 18F‐FDG PET‐based radiomic model predicting pathological complete response and loco‐regional control following neoadjuvant chemoradiation in oesophageal cancer

Authors: Rishi, Anupam, Zhang, Geoffrey G, Yuan, Zhigang, Sim, Austin J, Song, Ethan Y, Moros, Eduardo G, Tomaszewski, Michal R, Latifi, Kujtim, Pimiento, Jose M, Fontaine, Jacques‐Pierre, Mehta, Rutika, Harrison, Louis B, Hoffe, Sarah E, Frakes, Jessica M

Source: Journal of medical imaging and radiation oncology. 65(1):102-111

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100139189561.0x000001&indx=1&recIds=ETOCvdc_100139189561.0x000001

Overcoming Barriers to Radiopharmaceutical Therapy (RPT): An Overview From the NRG-NCI Working Group on Dosimetry of Radiopharmaceutical Therapy

Authors: Divgi, Chaitanya, Carrasquillo, Jorge A., Meredith, Ruby, Seo, Youngho, Frey, Eric C., Bolch, Wesley E., Zimmerman, Brian E., Akabani, Gamal, Jacobson, Daniel A., Brown, Ben, Davern, Sandra M., Hobbs, Robert F., Humm, John, Moros, Eduardo G., Morse, David, Papineni, Rao, Zanzonico, Pat, Benedict, Stanley H., Sgouros, George

Source: International journal of radiation oncology, biology, physics. 109(4):905-912

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100136556604.0x000001&indx=1&recIds=ETOCvdc_100136556604.0x000001

Unlocking a closed system: dosimetric commissioning of a ring gantry linear accelerator in a multivendor environment

Authors: Saini, Amarjit, Tichacek, Chris, Johansson, William, Redler, Gage, Zhang, Geoffrey, Moros, Eduardo G., Qayyum, Muqeem, Feygelman, Vladimir

Source: Journal of applied clinical medical physics. 22(2):21-34

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100115823872.0x000001&indx=1&recIds=ETOCvdc_100115823872.0x000001

CT‐based radiomic features to predict pathological response in rectal cancer: A retrospective cohort study

Authors: Yuan, Zhigang, Frazer, Marissa, Zhang, Geoffrey G, Latifi, Kujtim, Moros, Eduardo G, Feygelman, Vladimir, Felder, Seth, Sanchez, Julian, Dessureault, Sophie, Imanirad, Iman, Kim, Richard D, Harrison, Louis B, Hoffe, Sarah E, Frakes, Jessica M

Source: Journal of medical imaging and radiation oncology. 64(3):444-449

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100107568263.0x000001&indx=1&recIds=ETOCvdc_100107568263.0x000001

Spatially fractionated GRID radiation potentiates immune-mediated tumor control.

Authors: Bekker, Rebecca A., Obertopp, Nina, Redler, Gage, Penagaricano, José, Caudell, Jimmy J., Yamoah, Kosj, Pilon-Thomas, Shari, Moros, Eduardo G., Enderling, Heiko

Source: Radiation Oncology; 9/13/2024, Vol. 19 Issue 1, p1-18, 18p

Subject Terms: LATIN hypercube sampling, TREATMENT effectiveness, RADIATION carcinogenesis, EXPOSURE dose, CYTOTOXINS

Magnetic Resonance-Guided Cancer Therapy Radiomics and Machine Learning Models for Response Prediction.

Authors: Fajemisin, Jesutofunmi Ayo, Gonzalez, Glebys, Rosenberg, Stephen A., Ullah, Ghanim, Redler, Gage, Latifi, Kujtim, Moros, Eduardo G., El Naqa, Issam

Source: Tomography: A Journal for Imaging Research; Sep2024, Vol. 10 Issue 9, p1439-1454, 16p

Subject Terms: MAGNETIC resonance imaging, MAGNETIC flux density, RADIOMICS, FEATURE selection, SOFT tissue tumors

Integral dose based inverse optimization objective function promises lower toxicity in head-and-neck

Authors: Mihaylov, Ivaylo B., Moros, Eduardo G.

Source: In Physica Medica October 2018 54:77-83

Responses to the 2018 and 2019 'One Big Discovery' Question: ASTRO Membership's Opinions on the Most Important Research Question Facing Radiation Oncology…Where Are We Headed?

Authors: Dominello, Michael M., Sanders, Tim, Anscher, Mitchell, Bayouth, John, Brock, Kristy K., Carlson, David J., Hugo, Geoffrey, Joseph, Sabrina, Knisely, Jonathan, Mendonca, Marc S., Mian, Omar Y., Moros, Eduardo G., Singh, Anurag K., Yu, James B.

Source: International journal of radiation oncology, biology, physics. 109(1):38-40

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100133093934.0x000001&indx=1&recIds=ETOCvdc_100133093934.0x000001

4DCT-Derived Ventilation Distribution Reproducibility Over Time
Biomedical engineering systems and technologies (International joint conference)

Authors: Zhang, Geoffrey G., Latifi, Kujtim, Feygelman, Vladimir, Dilling, Thomas J., Moros, Eduardo G.

Source: Communications in computer and information science. 690:56-66

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN602235838&indx=1&recIds=ETOCCN602235838

Investigating multi-radiomic models for enhancing prediction power of cervical cancer treatment outcomes

Authors: Altazi, Baderaldeen A., Fernandez, Daniel C., Zhang, Geoffrey G., Hawkins, Samuel, Naqvi, Syeda M., Kim, Youngchul, Hunt, Dylan, Latifi, Kujtim, Biagioli, Matthew, Venkat, Puja, Moros, Eduardo G.

Source: In Physica Medica February 2018 46:180-188

Expression of the Proto-Oncogene Fos after Exposure to Radiofrequency Radiation Relevant to Wireless Communications

Authors: Whitehead, Timothy D., Brownstein, Bernard H., Parry, Jesse J., Thompson, Dominic, Cha, Bibianna A., Moros, Eduardo G., Rogers, Buck E.

Source: Radiation Research, 2005 Oct 01. 164(4), 420-430.

Access URL: https://www.jstor.org/stable/3581527

The Heat-Shock Factor Is Not Activated in Mammalian Cells Exposed to Cellular Phone Frequency Microwaves

Authors: Laszlo, Andrei, Moros, Eduardo G., Davidson, Teri, Bradbury, Matt, Straube, William

Source: Radiation Research, 2005 Aug 01. 164(2), 163-172.

Access URL: https://www.jstor.org/stable/3581321

Comprehensive evaluation of the high‐resolution diode array for SRS dosimetry

Authors: Ahmed, Saeed, Zhang, Geoffrey, Moros, Eduardo G., Feygelman, Vladimir

Source: Journal of applied clinical medical physics. 20(10):13-23

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100091239423.0x000001&indx=1&recIds=ETOCvdc_100091239423.0x000001