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Machine Learning Applications in Head and Neck Radiation Oncology: Lessons From Open-Source Radiomics Challenges.
Published in:
Frontiers in Oncology, 2018, p. N.PAG, doi. 10.3389/fonc.2018.00294
By:
- Elhalawani, Hesham;
- Lin, Timothy A.;
- Volpe, Stefania;
- Mohamed, Abdallah S. R.;
- White, Aubrey L.;
- Zafereo, James;
- Wong, Andrew J.;
- Berends, Joel E.;
- AboHashem, Shady;
- Williams, Bowman;
- Aymard, Jeremy M.;
- Kanwar, Aasheesh;
- Perni, Subha;
- Rock, Crosby D.;
- Cooksey, Luke;
- Campbell, Shauna;
- Yang, Pei;
- Nguyen, Khahn;
- Ger, Rachel B.;
- Cardenas, Carlos E.
Publication type:
Article
Analyzing the Relationship between Dose and Geometric Agreement Metrics for Auto-Contouring in Head and Neck Normal Tissues.
Published in:
Diagnostics (2075-4418), 2024, v. 14, n. 15, p. 1632, doi. 10.3390/diagnostics14151632
By:
- Marquez, Barbara;
- Wooten, Zachary T.;
- Salazar, Ramon M.;
- Peterson, Christine B.;
- Fuentes, David T.;
- Whitaker, T. J.;
- Jhingran, Anuja;
- Pollard-Larkin, Julianne;
- Prajapati, Surendra;
- Beadle, Beth;
- Cardenas, Carlos E.;
- Netherton, Tucker J.;
- Court, Laurence E.
Publication type:
Article
The Emergence of Artificial Intelligence within Radiation Oncology Treatment Planning.
Published in:
Oncology, 2021, v. 99, n. 2, p. 124, doi. 10.1159/000512172
By:
- Netherton, Tucker J.;
- Cardenas, Carlos E.;
- Rhee, Dong Joo;
- Court, Laurence E.;
- Beadle, Beth M.
Publication type:
Article
Multi-organ segmentation of abdominal structures from non-contrast and contrast enhanced CT images.
Published in:
Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-21206-3
By:
- Yu, Cenji;
- Anakwenze, Chidinma P.;
- Zhao, Yao;
- Martin, Rachael M.;
- Ludmir, Ethan B.;
- S.Niedzielski, Joshua;
- Qureshi, Asad;
- Das, Prajnan;
- Holliday, Emma B.;
- Raldow, Ann C.;
- Nguyen, Callistus M.;
- Mumme, Raymond P.;
- Netherton, Tucker J.;
- Rhee, Dong Joo;
- Gay, Skylar S.;
- Yang, Jinzhong;
- Court, Laurence E.;
- Cardenas, Carlos E.
Publication type:
Article
Longitudinal brain volumetrics in glioma survivors.
Published in:
Journal of Neurosurgery, 2024, v. 141, n. 3, p. 634, doi. 10.3171/2024.1.JNS231980
By:
- McDonald, Andrew M.;
- Murdaugh, Donna L.;
- Heinzman, Katherine A.;
- Cardan, Rex A.;
- Jacob, Jessica;
- Fiveash, John B.;
- Nabors, L. Burt;
- Cooper, Courtney A.;
- Hoyle, John M.;
- Milner, Desmin;
- Cardenas, Carlos E.
Publication type:
Article
A real-time contouring feedback tool for consensus-based contour training.
Published in:
Frontiers in Oncology, 2023, p. 1, doi. 10.3389/fonc.2023.1204323
By:
- Nelson, Christopher L.;
- Nguyen, Callistus;
- Fang, Raymond;
- Court, Laurence E.;
- Cardenas, Carlos E.;
- Dong Joo Rhee;
- Netherton, Tucker J.;
- Mumme, Raymond P.;
- Gay, Skylar;
- Gay, Casey;
- Marquez, Barbara;
- El Basha, Mohammad D.;
- Yao Zhao;
- Gronberg, Mary;
- Hernandez, Soleil;
- Nealon, Kelly A.;
- Martel, Mary K.;
- Jinzhong Yang
Publication type:
Article
Predicting treatment Response based on Dual assessment of magnetic resonance Imaging kinetics and Circulating Tumor cells in patients with Head and Neck cancer (PREDICT-HN): matching 'liquid biopsy' and quantitative tumor modeling.
Published in:
2018
By:
- Ng, Sweet Ping;
- Bahig, Houda;
- Wang, Jihong;
- Cardenas, Carlos E.;
- Lucci, Anthony;
- Hall, Carolyn S.;
- Meas, Salyna;
- Sarli, Vanessa N.;
- Yuan, Ying;
- Urbauer, Diana L.;
- Ding, Yao;
- Ikner, Shane;
- Dinh, Vi;
- Elgohari, Baher A.;
- Johnson, Jason M.;
- Skinner, Heath D.;
- Gunn, G. Brandon;
- Garden, Adam S.;
- Phan, Jack;
- Rosenthal, David I.
Publication type:
journal article
Changes in Apparent Diffusion Coefficient (ADC) in Serial Weekly MRI during Radiotherapy in Patients with Head and Neck Cancer: Results from the PREDICT-HN Study.
Published in:
Current Oncology, 2022, v. 29, n. 9, p. 6303, doi. 10.3390/curroncol29090495
By:
- Ng, Sweet Ping;
- Cardenas, Carlos E.;
- Bahig, Houda;
- Elgohari, Baher;
- Wang, Jihong;
- Johnson, Jason M.;
- Moreno, Amy C.;
- Shah, Shalin J.;
- Garden, Adam S.;
- Phan, Jack;
- Gunn, G. Brandon;
- Frank, Steven J.;
- Ding, Yao;
- Na, Lumine;
- Yuan, Ying;
- Urbauer, Diana;
- Mohamed, Abdallah S. R.;
- Rosenthal, David I.;
- Morrison, William H.;
- MacManus, Michael P.
Publication type:
Article
Investigation of autosegmentation techniques on T2‐weighted MRI for off‐line dose reconstruction in MR‐linac workflow for head and neck cancers.
Published in:
Medical Physics, 2024, v. 51, n. 1, p. 278, doi. 10.1002/mp.16582
By:
- McDonald, Brigid A.;
- Cardenas, Carlos E.;
- O'Connell, Nicolette;
- Ahmed, Sara;
- Naser, Mohamed A.;
- Wahid, Kareem A.;
- Xu, Jiaofeng;
- Thill, Dan;
- Zuhour, Raed J.;
- Mesko, Shane;
- Augustyn, Alexander;
- Buszek, Samantha M.;
- Grant, Stephen;
- Chapman, Bhavana V.;
- Bagley, Alexander F.;
- He, Renjie;
- Mohamed, Abdallah S. R.;
- Christodouleas, John;
- Brock, Kristy K.;
- Fuller, Clifton D.
Publication type:
Article
Deep learning–based dose prediction to improve the plan quality of volumetric modulated arc therapy for gynecologic cancers.
Published in:
Medical Physics, 2023, v. 50, n. 11, p. 6639, doi. 10.1002/mp.16735
By:
- Gronberg, Mary P.;
- Jhingran, Anuja;
- Netherton, Tucker J.;
- Gay, Skylar S.;
- Cardenas, Carlos E.;
- Chung, Christine;
- Fuentes, David;
- Fuller, Clifton D.;
- Howell, Rebecca M.;
- Khan, Meena;
- Lim, Tze Yee;
- Marquez, Barbara;
- Olanrewaju, Adenike M.;
- Peterson, Christine B.;
- Vazquez, Ivan;
- Whitaker, Thomas J.;
- Wooten, Zachary;
- Yang, Ming;
- Court, Laurence E.
Publication type:
Article
Commissioning and dosimetric validation of a novel compensator‐based Co‐60 IMRT system for evaluating suitability to automated treatment planning.
Published in:
Medical Physics, 2023, v. 50, n. 7, p. 4466, doi. 10.1002/mp.16423
By:
- Oh, Kyuhak;
- Sengupta, Bishwambhar;
- Olanrewaju, Adenike;
- Zhang, Lifei;
- Nair, Sajeesh S.;
- Mani, Tamilarasan;
- Palanisamy, Manikandan;
- KanduKuri, UdayKumar S;
- Netherton, Tucker J.;
- Cardenas, Carlos E.;
- Court, Laurence E.;
- Ford, Eric C.
Publication type:
Article
Clinical acceptability of fully automated external beam radiotherapy for cervical cancer with three different beam delivery techniques.
Published in:
Medical Physics, 2022, v. 49, n. 9, p. 5742, doi. 10.1002/mp.15868
By:
- Rhee, Dong Joo;
- Jhingran, Anuja;
- Huang, Kai;
- Netherton, Tucker J.;
- Fakie, Nazia;
- White, Ingrid;
- Sherriff, Alicia;
- Cardenas, Carlos E.;
- Zhang, Lifei;
- Prajapati, Surendra;
- Kry, Stephen F.;
- Beadle, Beth M.;
- Shaw, William;
- O'Reilly, Frederika;
- Parkes, Jeannette;
- Burger, Hester;
- Trauernicht, Chris;
- Simonds, Hannah;
- Court, Laurence E.
Publication type:
Article
Technical Note: Dose prediction for head and neck radiotherapy using a three‐dimensional dense dilated U‐net architecture.
Published in:
Medical Physics, 2021, v. 48, n. 9, p. 5567, doi. 10.1002/mp.14827
By:
- Gronberg, Mary P.;
- Gay, Skylar S.;
- Netherton, Tucker J.;
- Rhee, Dong Joo;
- Court, Laurence E.;
- Cardenas, Carlos E.
Publication type:
Article
Head and neck cancer patient images for determining auto‐segmentation accuracy in T2‐weighted magnetic resonance imaging through expert manual segmentations.
Published in:
Medical Physics, 2020, v. 47, n. 12, p. 1, doi. 10.1002/mp.14803
By:
- Cardenas, Carlos E.;
- Mohamed, Abdallah S. R.;
- Yang, Jinzhong;
- Gooding, Mark;
- Veeraraghavan, Harini;
- Kalpathy-Cramer, Jayashree;
- Ping Ng, Sweet;
- Ding, Yao;
- Wang, Jihong;
- Lai, Stephen Y.;
- Fuller, Clifton D.;
- Sharp, Greg
Publication type:
Article
Automatic contouring system for cervical cancer using convolutional neural networks.
Published in:
Medical Physics, 2020, v. 47, n. 11, p. 5648, doi. 10.1002/mp.14467
By:
- Rhee, Dong Joo;
- Jhingran, Anuja;
- Rigaud, Bastien;
- Netherton, Tucker;
- Cardenas, Carlos E.;
- Zhang, Lifei;
- Vedam, Sastry;
- Kry, Stephen;
- Brock, Kristy K.;
- Shaw, William;
- O'Reilly, Frederika;
- Parkes, Jeannette;
- Burger, Hester;
- Fakie, Nazia;
- Trauernicht, Chris;
- Simonds, Hannah;
- Court, Laurence E.
Publication type:
Article
Evaluation of a multiview architecture for automatic vertebral labeling of palliative radiotherapy simulation CT images.
Published in:
Medical Physics, 2020, v. 47, n. 11, p. 5592, doi. 10.1002/mp.14415
By:
- Netherton, Tucker J.;
- Rhee, Dong Joo;
- Cardenas, Carlos E.;
- Chung, Caroline;
- Klopp, Ann H.;
- Peterson, Christine B.;
- Howell, Rebecca M.;
- Balter, Peter A.;
- Court, Laurence E.
Publication type:
Article
Head and neck cancer patient images for determining auto‐segmentation accuracy in T2‐weighted magnetic resonance imaging through expert manual segmentations.
Published in:
Medical Physics, 2020, v. 47, n. 5, p. 2317, doi. 10.1002/mp.13942
By:
- Cardenas, Carlos E.;
- Mohamed, Abdallah S. R.;
- Yang, Jinzhong;
- Gooding, Mark;
- Veeraraghavan, Harini;
- Kalpathy‐Cramer, Jayashree;
- Ng, Sweet Ping;
- Ding, Yao;
- Wang, Jihong;
- Lai, Stephen Y.;
- Fuller, Clifton D.;
- Sharp, Greg
Publication type:
Article
Head and neck cancer patient images for determining auto‐segmentation accuracy in T2‐weighted magnetic resonance imaging through expert manual segmentations.
Published in:
Medical Physics, 2020, v. 47, n. 5, p. 2317, doi. 10.1002/mp.13942
By:
- Cardenas, Carlos E.;
- Mohamed, Abdallah S. R.;
- Yang, Jinzhong;
- Gooding, Mark;
- Veeraraghavan, Harini;
- Kalpathy‐Cramer, Jayashree;
- Ng, Sweet Ping;
- Ding, Yao;
- Wang, Jihong;
- Lai, Stephen Y.;
- Fuller, Clifton D.;
- Sharp, Greg
Publication type:
Article
Automatic detection of contouring errors using convolutional neural networks.
Published in:
Medical Physics, 2019, v. 46, n. 11, p. 5086, doi. 10.1002/mp.13814
By:
- Rhee, Dong Joo;
- Cardenas, Carlos E.;
- Elhalawani, Hesham;
- McCarroll, Rachel;
- Zhang, Lifei;
- Yang, Jinzhong;
- Garden, Adam S.;
- Peterson, Christine B.;
- Beadle, Beth M.;
- Court, Laurence E.
Publication type:
Article
Synthetic head and neck and phantom images for determining deformable image registration accuracy in magnetic resonance imaging.
Published in:
Medical Physics, 2018, v. 45, n. 9, p. 4315, doi. 10.1002/mp.13090
By:
- Ger, Rachel B.;
- Yang, Jinzhong;
- Ding, Yao;
- Jacobsen, Megan C.;
- Cardenas, Carlos E.;
- Fuller, Clifton D.;
- Howell, Rebecca M.;
- Li, Heng;
- Stafford, R. Jason;
- Zhou, Shouhao;
- Court, Laurence E.
Publication type:
Article
Landmark‐based auto‐contouring of clinical target volumes for radiotherapy of nasopharyngeal cancer.
Published in:
Journal of Applied Clinical Medical Physics, 2024, v. 25, n. 9, p. 1, doi. 10.1002/acm2.14474
By:
- Sjogreen, Carlos;
- Netherton, Tucker J.;
- Lee, Anna;
- Soliman, Moaaz;
- Gay, Skylar S.;
- Nguyen, Callistus;
- Mumme, Raymond;
- Vazquez, Ivan;
- Rhee, Dong Joo;
- Cardenas, Carlos E.;
- Martel, Mary K.;
- Beadle, Beth M.;
- Court, Laurence Edward
Publication type:
Article
Automatic end‐to‐end VMAT treatment planning for rectal cancers.
Published in:
Journal of Applied Clinical Medical Physics, 2024, v. 25, n. 4, p. 1, doi. 10.1002/acm2.14259
By:
- Huang, Kai;
- Chung, Christine;
- Ludmir, Ethan B.;
- Zhang, Lifei;
- Owens, Constance A.;
- Vega, Jean Gumma‐De La;
- Duryea, Jack;
- Zhao, Yao;
- Chen, Xinru;
- Fuentes, David;
- Cardenas, Carlos E.;
- Briere, Tina Marie;
- Beddar, Sam;
- Court, Laurence E.;
- Das, Prajnan
Publication type:
Article
Evaluation and correlation of patient movement during online adaptive radiotherapy with CBCT and a surface imaging system.
Published in:
Journal of Applied Clinical Medical Physics, 2023, v. 24, n. 12, p. 1, doi. 10.1002/acm2.14133
By:
- Stanley, Dennis N.;
- Covington, Elizabeth;
- Harms, Joseph;
- Pogue, Joel;
- Cardenas, Carlos E.;
- Popple, Richard A.
Publication type:
Article
Identifying the optimal deep learning architecture and parameters for automatic beam aperture definition in 3D radiotherapy.
Published in:
Journal of Applied Clinical Medical Physics, 2023, v. 24, n. 12, p. 1, doi. 10.1002/acm2.14131
By:
- Gay, Skylar S.;
- Kisling, Kelly D.;
- Anderson, Brian M.;
- Zhang, Lifei;
- Rhee, Dong Joo;
- Nguyen, Callistus;
- Netherton, Tucker;
- Yang, Jinzhong;
- Brock, Kristy;
- Jhingran, Anuja;
- Simonds, Hannah;
- Klopp, Ann;
- Beadle, Beth M.;
- Court, Laurence E.;
- Cardenas, Carlos E.
Publication type:
Article
Physicists should perform reference planning for CBCT guided online adaptive radiotherapy.
Published in:
Journal of Applied Clinical Medical Physics, 2023, v. 24, n. 10, p. 1, doi. 10.1002/acm2.14163
By:
- Lin, Mu‐Han;
- Kavanaugh, James A.;
- Kim, Minsun;
- Cardenas, Carlos E.;
- Rong, Yi
Publication type:
Article
Automated evaluation for rapid implementation of knowledge‐based radiotherapy planning models.
Published in:
Journal of Applied Clinical Medical Physics, 2023, v. 24, n. 10, p. 1, doi. 10.1002/acm2.14152
By:
- Harms, Joseph;
- Pogue, Joel A.;
- Cardenas, Carlos E.;
- Stanley, Dennis N.;
- Cardan, Rex;
- Popple, Richard
Publication type:
Article
A roadmap for implementation of kV‐CBCT online adaptive radiation therapy and initial first year experiences.
Published in:
Journal of Applied Clinical Medical Physics, 2023, v. 24, n. 7, p. 1, doi. 10.1002/acm2.13961
By:
- Stanley, Dennis N.;
- Harms, Joseph;
- Pogue, Joel A.;
- Belliveau, Jean‐Guy;
- Marcrom, Samuel R.;
- McDonald, Andrew M.;
- Dobelbower, Michael C.;
- Boggs, Drexell H.;
- Soike, Michael H.;
- Fiveash, John A.;
- Popple, Richard A.;
- Cardenas, Carlos E.
Publication type:
Article
Do we need patient‐specific QA for adaptively generated plans? Retrospective evaluation of delivered online adaptive treatment plans on Varian Ethos.
Published in:
Journal of Applied Clinical Medical Physics, 2023, v. 24, n. 2, p. 1, doi. 10.1002/acm2.13876
By:
- Zhao, Xiaodong;
- Stanley, Dennis N.;
- Cardenas, Carlos E.;
- Harms, Joseph;
- Popple, Richard A.
Publication type:
Article
Automatic contouring QA method using a deep learning–based autocontouring system.
Published in:
Journal of Applied Clinical Medical Physics, 2022, v. 23, n. 8, p. 1, doi. 10.1002/acm2.13647
By:
- Rhee, Dong Joo;
- Akinfenwa, Chidinma P. Anakwenze;
- Rigaud, Bastien;
- Jhingran, Anuja;
- Cardenas, Carlos E.;
- Zhang, Lifei;
- Prajapati, Surendra;
- Kry, Stephen F.;
- Brock, Kristy K.;
- Beadle, Beth M.;
- Shaw, William;
- O'Reilly, Frederika;
- Parkes, Jeannette;
- Burger, Hester;
- Fakie, Nazia;
- Trauernicht, Chris;
- Simonds, Hannah;
- Court, Laurence E.
Publication type:
Article
Clinical implementation of automated treatment planning for whole‐brain radiotherapy.
Published in:
Journal of Applied Clinical Medical Physics, 2021, v. 22, n. 9, p. 94, doi. 10.1002/acm2.13350
By:
- Han, Eun Young;
- Cardenas, Carlos E.;
- Nguyen, Callistus;
- Hancock, Donald;
- Xiao, Yao;
- Mumme, Raymond;
- Court, Laurence E.;
- Rhee, Dong Joo;
- Netherton, Tucker J.;
- Li, Jing;
- Yeboa, Debra Nana;
- Wang, Chenyang;
- Briere, Tina M.;
- Balter, Peter;
- Martel, Mary K.;
- Wen, Zhifei
Publication type:
Article
Impact of slice thickness, pixel size, and CT dose on the performance of automatic contouring algorithms.
Published in:
Journal of Applied Clinical Medical Physics, 2021, v. 22, n. 5, p. 168, doi. 10.1002/acm2.13207
By:
- Huang, Kai;
- Rhee, Dong Joo;
- Ger, Rachel;
- Layman, Rick;
- Yang, Jinzhong;
- Cardenas, Carlos E.;
- Court, Laurence E.
Publication type:
Article
Dosimetric impact and detectability of multi‐leaf collimator positioning errors on Varian Halcyon.
Published in:
Journal of Applied Clinical Medical Physics, 2019, v. 20, n. 8, p. 47, doi. 10.1002/acm2.12677
By:
- Gay, Skylar S.;
- Netherton, Tucker J.;
- Cardenas, Carlos E.;
- Ger, Rachel B.;
- Balter, Peter A.;
- Dong, Lei;
- Mihailidis, Dimitris;
- Court, Laurence E.
Publication type:
Article
A snapshot of medical physics practice patterns.
Published in:
Journal of Applied Clinical Medical Physics, 2018, v. 19, n. 6, p. 306, doi. 10.1002/acm2.12464
By:
- Kisling, Kelly D.;
- Ger, Rachel B.;
- Netherton, Tucker J.;
- Cardenas, Carlos E.;
- Owens, Constance A.;
- Anderson, Brian M.;
- Lee, Joonsang;
- Rhee, Dong Joo;
- Edward, Sharbacha S.;
- Gay, Skylar S.;
- He, Yulun;
- David, Shaquan D.;
- Yang, Jinzhong;
- Nitsch, Paige L.;
- Balter, Peter A.;
- Urbauer, Diana L.;
- Peterson, Christine B.;
- Court, Laurence E.;
- Dube, Scott
Publication type:
Article
Cost-effective immobilization for whole brain radiation therapy.
Published in:
Journal of Applied Clinical Medical Physics, 2017, v. 18, n. 4, p. 116, doi. 10.1002/acm2.12101
By:
- Rubinstein, Ashley E.;
- Ingram, W. Scott;
- Anderson, Brian M.;
- Gay, Skylar S.;
- Fave, Xenia J.;
- Ger, Rachel B.;
- McCarroll, Rachel E.;
- Owens, Constance A.;
- Netherton, Tucker J.;
- Kisling, Kelly D.;
- Court, Laurence E.;
- Yang, Jinzhong;
- Li, Yuting;
- Lee, Joonsang;
- Mackin, Dennis S.;
- Cardenas, Carlos E.
Publication type:
Article

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