Works by Cardenas, Carlos E.

Results: 38

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

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

UNet++ Compression Techniques for Kidney and Cyst Segmentation in Autosomal Dominant Polycystic Kidney Disease.

Published in:

Advanced Biomedical Engineering, 2024, v. 13, p. 134, doi. 10.14326/abe.13.134

By:

KRISHNAN, Chetana;
SCHMIDT, Emma;
ONUOHA, Ezinwanne;
MRUG, Michal;
CARDENAS, CARLOS E.;
KIM, Harrison

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

Deep Transfer Learning from Constrained Source to Target Domains in Medical Image Segmentation.

Published in:

Journal of Imaging Science & Technology, 2024, v. 68, n. 6, p. 1, doi. 10.2352/J.ImagingSci.Technol.2024.68.6.060505

By:

Krishnan, Chetana;
Schmidt, Emma;
Onuoha, Ezinwanne;
Mullen, Sean;
Roye, Ronald;
Chumley, Phillip;
Mrug, Michal;
Cardenas, Carlos E.;
Kim, Harrison

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

Assessing HyperSight iterative CBCT for dose calculation in online adaptive radiotherapy for pelvis and breast patients compared to synthetic CT.

Published in:

Journal of Applied Clinical Medical Physics, 2025, v. 26, n. 5, p. 1, doi. 10.1002/acm2.70038

By:

Duan, Jingwei;
Pogue, Joel A.;
Stanley, Dennis N.;
Shen, Sui;
Viscariello, Natalie N.;
Cardenas, Carlos E.;
Popple, Richard A.;
Harms, Joseph

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

Demonstrating an Academic Core Facility for Automated Medical Image Processing and Analysis: Workflow Design and Practical Applications.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 7, p. 803, doi. 10.3390/diagnostics15070803

By:

Kumar, Yogesh;
Cardan, Rex A.;
Chang, Ho-hsin;
Heinzman, Katherine A.;
Gultekin, Kadir;
Goss, Amy;
McDonald, Andrew;
Murdaugh, Donna;
McConathy, Jonathan;
Rothenberg, Steven;
Smith, Andrew D.;
Fiveash, John;
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

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

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

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