Comparison of Machine Learning and Deep Learning Methods for the Prediction of Osteoradionecrosis Resulting from Head and Neck Cancer Radiation Therapy

被引：0

作者：

Reber, B. ^{[1
]}

van Dijk, L. V. ^{[2
]}

Anderson, B. M. ^{[1
,3
]}

Mohamed, A. S. ^{[1
]}

Rigaud, B. ^{[1
]}

He, Y. ^{[1
]}

Woodland, M. ^{[1
,4
]}

Fuller, C. D. ^{[1
]}

Lai, S. Y. ^{[5
]}

Brock, K. K. ^{[1
]}

机构：

[1] Univ Texas MD Anderson Canc Ctr, Houston, TX 77030 USA

[2] Univ Groningen, Univ Med Ctr Groningen, Dept Radiat Oncol, Groningen, Netherlands

[3] Univ Calif San Diego, San Diego, CA 92103 USA

[4] Rice Univ, Houston, TX USA

[5] Univ Texas MD Anderson Canc Ctr, Dept Head & Neck Surg, Houston, TX 77030 USA

来源：

INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS | 2022年 / 114卷 / 03期

关键词：

D O I：

暂无

中图分类号：

R73 [肿瘤学];

学科分类号：

100214 ;

摘要：

2273

引用

页码：E124 / E124

页数：1

共 50 条

[21] Quality Assurance of Head & Neck OARs Segmentation with Machine Learning and Deep Learning
Duan, J.
Castle, J.
Feng, X.
Chen, Q.
MEDICAL PHYSICS, 2022, 49 (06) : E262 - E263
[22] Tumor Heterogeneity and Genomics to Predict Radiation Therapy Outcome for Head-and-Neck Cancer: A Machine Learning Approach
Singh, A.
Goyal, S.
Rao, Y. J.
Loew, M.
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2019, 105 (01): : S232 - S233
[23] Machine learning in the prediction of cancer therapy
Rafique, Raihan
Islam, S. M. Riazul
Kazi, Julhash U.
COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2021, 19 : 4003 - 4017
[24] A machine learning approach for prediction of auditory brain stem response in patients after head-and-neck radiation therapy
Amiri, Sepideh
Abdolali, Fatemeh
Neshastehriz, Ali
Nikoofar, Alireza
Farahani, Saeid
Firoozabadi, Leila Alipour
Askarabad, Zahra Alaei
Cheraghi, Susan
JOURNAL OF CANCER RESEARCH AND THERAPEUTICS, 2023, 19 (05) : 1219 - 1225
[25] Dental Extractions Before Radiation Therapy and the Risk of Osteoradionecrosis in Patients With Head and Neck Cancer
Lee, Junhyung
Hueniken, Katrina
Cuddy, Karl
Pu, Jiajie
El Maghrabi, Amr
Hope, Andrew
Hosni, Ali
Glogauer, Michael
Watson, Erin
JAMA OTOLARYNGOLOGY-HEAD & NECK SURGERY, 2023, 149 (12) : 1130 - 1139
[26] Automated Treatment Planning with Deep Reinforcement Learning for Head-and-Neck Cancer Intensity Modulated Radiation Therapy
Yang, D.
Wu, X.
Li, X.
Mansfield, R.
Wu, Q. J. J.
Wu, Q.
Sheng, Y.
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2024, 120 (02): : S64 - S64
[27] Deep Learning-Based Metal Artifact Reduction for Planning CT in Radiation Therapy for Head and Neck Cancer
Lee, J.
Jung, S.
MEDICAL PHYSICS, 2022, 49 (06) : E182 - E182
[28] Machine Learning in Clinical Diagnosis of Head and Neck Cancer
Black, Hollie
Young, David
Rogers, Alexander
Montgomery, Jenny
CLINICAL OTOLARYNGOLOGY, 2025, 50 (01) : 31 - 38
[29] Deep Learning-Based Dose Prediction for Automated, Individualized Quality Assurance of Head and Neck Radiation Therapy Plans
Gronberg, Mary P.
Beadle, Beth M.
Garden, Adam S.
Skinner, Heath
Gay, Skylar
Netherton, Tucker
Cao, Wenhua
Cardenas, Carlos E.
Chung, Christine
Fuentes, David T.
Fuller, Clifton D.
Howell, Rebecca M.
Jhingran, Anuja
Lim, Tze Yee
Marquez, Barbara
Mumme, Raymond
Olanrewaju, Adenike M.
Peterson, Christine B.
Vazquez, Ivan
Whitaker, Thomas J.
Wooten, Zachary
Yang, Ming
Court, Laurence E.
PRACTICAL RADIATION ONCOLOGY, 2023, 13 (03) : E282 - E291
[30] Machine Learning to Predict Delays in Adjuvant Radiation following Surgery for Head and Neck Cancer
Shew, Matthew
New, Jacob
Bur, Andres M.
OTOLARYNGOLOGY-HEAD AND NECK SURGERY, 2019, 160 (06) : 1058 - 1064

← 1 2 3 4 5 →