Literature DB >> 28449574

The Clinical Utilization of Radiation Therapy in Korea between 2011 and 2015.

Young-Seok Seo1, Mi-Sook Kim1,2, Jin-Kyu Kang3, Won-Il Jang1, Hee Jin Kim2, Chul Koo Cho1, Hyung Jun Yoo1, Eun Kyung Paik1, Yu Jin Cha1, Jae Sun Yoon4.   

Abstract

PURPOSE: The purpose of this study was to estimate the clinical utilization of radiation therapy (RT) in Korea between 2011 and 2015.
MATERIALS AND METHODS: We analyzed the claims data from the Health Insurance Review and Assessment Service to estimate the clinical utilization of RT. The source population consisted of all patients who had any of the International Classification of Diseases 10th revision cancer diagnoses (C00-C97) and those with diagnostic codes D00-D48, who were also associated with at least one of the procedure codes related to RT.
RESULTS: The total number of patients who received RT in 2011, 2012, 2013, 2014, and 2015 were 54,810, 59,435, 61,839, 64,062, and 66,183, respectively. Among them, the total numbers of male and female patients were 24,946/29,864 in 2011, 27,211/32,224 in 2012, 28,111/33,728 in 2013, 29,312/34,750 in 2014, and 30,266/35,917 in 2015. The utilization rate of RT in cancer patients has also increased steadily over the same period from 25% to 30%. The five cancers that were most frequently treated with RT between 2011 and 2012 were breast, lung, colorectal, liver, and uterine cervical cancers. However, the fifth most common cancer treated with RT that replaced uterine cervical cancer in 2013 was prostate cancer. More than half of cancer patients (64%) were treated with RT in the capital area (Seoul, Gyeonggi, and Incheon).
CONCLUSION: The total number of patients who underwent RT increased steadily from 2011 to 2015 in Korea. The utilization rate of RT in cancer patients is also increasing.

Entities:  

Keywords:  Korea; Neoplasms; Radiotherapy; Statistics

Mesh:

Year:  2017        PMID: 28449574      PMCID: PMC5912150          DOI: 10.4143/crt.2017.096

Source DB:  PubMed          Journal:  Cancer Res Treat        ISSN: 1598-2998            Impact factor:   4.679


Introduction

Because of the decreases in the incidence of thyroid cancer, the annual cancer incidence has decreased in Korea after 2011 following a steady increase [1]. However, cancer is still a major public health problem in Korea. Radiation therapy (RT) is an effective and widespread method for treating cancer in conjunction with surgery and chemotherapy. RT is required in at least 45%-55% of newly diagnosed cancer cases [2]. A steady rise in the number of patients with cancer has increased the demand for RT in Korea. As we have reported previously [3,4], the number of patients with cancer needing RT has steadily increased over the 5 years between 2009 and 2013. In the present study, we analyzed the claims data from the Health Insurance Review and Assessment Service (HIRA) to estimate the clinical utilization of RT in the 2011-2015 period.

Materials and Methods

We analyzed open claims data from the HIRA. The analysis methods using claims data from the HIRA are described in detail in a previous study [4]. The customized source population criteria for this study are shown in Table 1. In our previous study [3], type of healthcare facility included tertiary and secondary hospitals. However, in this study, primary and sanatorium hospitals were also included. In addition, information about patriots and veterans affairs’ insurance expenditure by the government, which were not included in the previous study, were also included in this study. The source population consisted of all patients who had any of the International Classification of Diseases 10th revision cancer diagnoses (C00-C97) and those with diagnostic codes D00-D48 (including carcinoma in situ or benign neoplasms), who were also associated with at least one of the procedure codes related to RT treatment [3]. The detailed methods of categorization for diagnostic codes are described in a previous study [3].
Table 1.

Customized source population

ListCriteria
Treatment period1 Jan 2011-31 Dec 2015
Type of healthcare facilityTertiary, secondary, primary, sanatorium
Diagnostic codeC00-C97, D00-D48
Type of insuranceHealth insurance, medical aid, patriots and veterans affairs’ insurance expenditure by government
Hospital regionNational
SexMale, female
AgeAll ages
We analyzed the claims data from the HIRA in order to identify the total number of patients who underwent RT, and the number of patients who received RT by primary cancer diagnosis, sex, and age group between 2011 and 2015 in Korea. In addition, through the classification of the procedure codes related to RT [3], we estimated the total number of patients who received specific RT modalities, including brachytherapy, intensity-modulated radiation therapy (IMRT), stereotactic radiation therapy (SRT), and proton therapy. Considering the annual cancer incidence [1], the percentage of patients who underwent RT was calculated. We also analyzed the geographic differences for the number of patients who received RT. The number of patients was based on the location of the healthcare facilities.

Results

The total number of patients who received RT in 2011, 2012, 2013, 2014, and 2015 were 54,810, 59,435, 61,839, 64,062, and 66,183, respectively (Fig. 1). Among them, the total numbers of male and female patients were 24,946/29,864 in 2011, 27,211/32,224 in 2012, 28,111/33,728 in 2013, 29,312/34,750 in 2014, and 30,266/35,917 in 2015 (Fig. 2). The absolute number of cancer patients who received RT and the cancer incidence from 2011 to 2014 are shown in Fig. 3. The utilization rate of RT in cancer patients has also increased steadily over the same period from 25% to 30%. Because Korea’s cancer incidence in 2015 has not been reported yet, the utilization rate of RT in 2015 could not be calculated.
Fig. 1.

The total number of patients who underwent radiation therapy between 2011 and 2015 in Korea.

Fig. 2.

The total numbers of male and female patients who received radiation therapy between 2011 and 2015 in Korea.

Fig. 3.

Cancer incidence and the total number of patients who received radiation therapy between 2009 and 2013 in Korea.

The distribution of patients who received RT by cancer diagnosis between 2011 and 2015 is shown in Table 2. The five cancers that were most frequently treated with RT between 2011 and 2012 were breast, lung, colorectal, liver, and uterine cervical cancers. However, the fifth most common cancer treated with RT that replaced uterine cervical cancer in 2013 was prostate cancer (Fig. 4A). The five most common types of cancer among the male patients were lung, liver, prostate, colorectal, and esophageal cancers, while the incidence of colorectal cancer showed a decreasing trend (Fig. 4B). Among female patients, the five most common types were breast, lung, uterine cervical, colorectal, and uterine corpus cancers, while the incidence of colorectal and uterine cervix cancer showed a decreasing trend (Fig. 4C).
Table 2.

Distribution of cancer patients who underwent radiation therapy based on primary diagnosis between 2011 and 2015 in Korea

CategoryPrimary diagnosis (diagnostic code)Year[a)]
20112012201320142015
Breast(C50)13,76515,05915,76616,54917,302
GastrointestinalColorectum (C18-C20)5,0545,0484,9204,9014,898
Liver (C22)3,0273,4463,6413,6794,112
Esophagus (C15)1,2501,3351,3801,3971,472
Stomach (C16)1,0701,0481,0269921,013
Pancreas (C25)782942906948998
Gallbladder and biliary (C23-C24)778856879954985
Anus (C21)193213211203199
Small bowel (C17)4239433532
Other (C26)45333
Subtotal12,20012,93213,00913,11213,712
ThoracicLung (C34)8,9919,42510,18710,84610,863
Thymus (C37)258238249307323
Mediastinum (C38)4144484754
Trachea (C33)1618162225
Other (C39)43211
Subtotal9,3109,72810,50211,22311,266
Head and neckLarynx (C32)773884964912903
Oropharynx (C01, C09-C10)509615595621619
Oral cavity (C02-C06)500601588605632
Nasopharynx (C11)414489488488516
Salivary gland (C07-C08)298346347398374
Hypopharynx (C12-C13)354394352437395
Paranasal sinus (C31)149166145179166
Nasal cavity (C30)93129110128142
Eye and orbit (C69)4454514158
Lip (C00)11813918
Other (C14)1920141617
Subtotal3,1643,7063,6673,8343,840
GynecologicUterine cervix (C53)2,4532,4812,5402,4252,466
Uterine corpus (C54-C55)635724741810813
Ovary and tube (C56)217204247248258
Vagina and vulva (C51-C52)11111110090122
Other (C57-C58)151412911
Subtotal3,4313,5343,6403,5823,670
GenitourinaryProstate (C61)1,9522,4512,5772,6342,778
Ureter and bladder (C66-C67)498484531608602
Kidney (C64-C65)443422445454525
Penis and testis (C60, C62-C63)6557665762
Other (C68)1114121819
Subtotal2,9693,4283,6313,7713,986
CNSBrain (C70-C71)1,3881,5131,5671,6231,605
Spinal cord (C72)6061524847
Other (C47)4536523246
Subtotal1,4931,6101,6711,7031,698
LymphomaNon-Hodgkin's lymphoma (C82-C88)1,1691,3221,3211,3891,493
Hodgkin's disease (C81)981089193100
Other (C96)2223213033
Subtotal1,2891,4531,4331,5121,626
Soft tissue(C46, C49)545581631648715
Mesothelioma(C45)1419181929
Myeloma and plasmacytoma(C90)316414442450459
Thyroid(C73)354381357360309
Leukemia(C91-C95)359353351411396
Skin(C44)244287264284279
Malignant melanoma(C43)215209225244241
Primary bone and cartilage(C40-C41)213219170206223
Endocrine(C74-C75)567293101104
Unknown primary(C48, C76-C80, C97)8781,0701,2391,2871,420
Total No. of cancer patients-50,81555,05557,10959,29661,275
Carcinoma in situ of the breast(D05)1,3881,6531,9181,9122,062
Benign neoplasm of meninges(D32)1,0229601,0411,1121,032
Benign neoplasm of CNS(D33)726750744694713
Benign neoplasm of endocrine(D34-D35)229283304319308
Other D code diseases(D00-D04, D06-D31, D36-D48)630734723729793
Total D code patients-3,9954,3804,7304,7664,908
Total-54,81059,43561,83964,06266,183

CNS, central nervous system.

Number of patients who received radiation therapy.

Fig. 4.

The fifth most common cancer treated with radiation therapy (RT) between 2011 and 2015 in Korea. (A) All patients. (B) Male patients. (C) Female patients.

Breast cancer and carcinoma in situ of breast patients accounted for nearly 30% of the total patients who underwent RT, and for approximately half of the female patients (Table 2). The diseases with code ‘D’ made up 7% of the total patients treated with RT (Fig. 1). The utilization rates of RT in the 10 most common cancers in Korea [1] are shown in Fig. 5. The utilization rate of RT increased significantly between 2011 and 2014 for breast (from 85% to 90%), lung (from 41% to 45%), liver (from 18% to 25%), and prostate cancer (from 22% to 27%).
Fig. 5.

The utilization rate of radiation therapy (RT) in the 10 most common cancer between 2011 and 2014 in Korea. NHL, non-Hodgkin’s lymphoma.

The distribution of patients who received RT in 2015 based on cancer diagnosis and age group is shown in Table 3. The most common cancer was that of the central nervous system for patients aged 20 years or less, while breast cancer was the most common cancer in patients aged 30-50 years, and lung cancer was the most common cancer in patients aged 60 years or more. Similar trends were observed for previous years.
Table 3.

The number of patients who underwent radiation therapy by cancer diagnosis and age group in Korea (2015)

CategoryPrimary diagnosisAge group[a)]
20s or under30s40s50s60s70s or olderTotal
BreastBreast (C50)1141,6145,9495,9082,76195617,302
GastrointestinalColorectum (C18-C20)131405631,3301,3761,4764,898
Liver (C22)10894471,3321,3269084,112
Esophagus (C15)02503284985941,472
Stomach (C16)9661512792582501,013
Pancreas (C25)21665273340302998
Gallbladder and biliary (C23-C24)0858237347335985
Anus (C21)3016524979199
Small bowel (C17)0301012732
Other (C26)0001203
Subtotal373241,3503,8424,2083,95113,712
ThoracicLung (C34)141245712,2323,6324,29010,863
Thymus (C37)92671867952323
Mediastinum (C38)14481011754
Trachea (C33)11547725
Other (C39)0000101
Subtotal381556552,3323,7304,35611,266
Head and neckLarynx (C32)0532204344318903
Oropharynx (C01, C09-C10)2758229211112619
Oral cavity (C02-C06)153677172166166632
Nasopharynx (C11)214410916211268516
Salivary gland (C07-C08)21235210010375374
Hypopharynx (C12-C13)011185140158395
Paranasal sinus (C31)3328424347166
Nasal cavity (C30)41520372640142
Eye and orbit (C69)73715111558
Lip (C00)00253818
Other (C14)11036617
Subtotal741383961,0541,1651,0133,840
GynecologicUterine cervix (C53)242745397024404872,466
Uterine corpus (C54-C55)92412933921399813
Ovary and tube (C56)11340986937258
Vagina and vulva (C51-C52)0212282159122
Other (C57-C58)01135111
Subtotal343147211,1707486833,670
GenitourinaryProstate (C61)10182579181,5842,778
Ureter and bladder (C66-C67)143194145327602
Kidney (C64-C65)111456141156147525
Penis and testis (C60, C62-C63)121471271062
Other (C68)022141019
Subtotal25341145051,2302,0783,986
CNSBrain (C70-C71)2501862643913042101,605
Spinal cord (C72)155768647
Other (C47)912776546
Subtotal2742032784043182211,698
LymphomaNon-Hodgkin's lymphoma (C82-C88)781282203613313751,493
Hodgkin's disease (C81)36191015515100
Other (C96)58881333
Subtotal1191552383843373931,626
Soft tissue(C46, C49)7573103157135172715
Mesothelioma(C45)003812629
Myeloma and plasmacytoma(C90)1543113163134459
Thyroid(C73)33247582122309
Leukemia(C91-C95)1385485693416396
Skin(C44)511144053156279
Malignant melanoma(C43)3831607366241
Primary bone and cartilage(C40-C41)582328393441223
Endocrine(C74-C75)501142478104
Unknown primary(C48, C76-C80, C97)20531683774293731,420
Total No. of cancer patients1,0683,17810,20416,56115,51914,74561,275
Carcinoma in situ of the breast(D05)18184799661323772,062
Benign neoplasm of meninges(D32)10361613192662401,032
Benign neoplasm of CNS(D33)5365136208148103713
Benign neoplasm of endocrine(D34-D35)194171846033308
Other D code diseases(D00-D04, D06-D31, D36-D48)8875124189176141793
Total D code patients1884011,2911,4619735944,908
Total1,2563,57911,49518,02216,49215,33966,183

CNS, central nervous system.

Number of patients who received radiation therapy.

The distribution of patients who received RT with specific modalities is shown in Table 4. The use of advanced RT modalities like IMRT, SRT, and proton therapy are steadily increasing every year.
Table 4.

Distribution of patients who received radiation therapy according to specific radiation therapy modalities between 2011 and 2015 in Korea

Radiation therapy modalityYear[a)]
20112012201320142015
Brachytherapy1,421 (2.6)1,421 (2.4)1,404 (2.3)1,255 (2.0)1,247 (1.9)
Intensity-modulated radiation therapy6,250 (11.4)6,372 (10.7)6,698 (10.8)7,022 (11.0)8,397 (12.7)
Stereotactic radiation therapy3,122 (5.7)6,670 (11.2)6,772 (11.0)7,648 (11.9)12,228 (18.5)
Proton radiation therapy25 (0.0)50 (0.1)33 (0.1)34 (0.1)158 (0.2)

Values are presented as number (%).

Percentage of the number of specific radiation therapy modalities over the total number of radiotherapy in each year.

Table 5 shows the distribution of patients who received RT from 2011 to 2015 in Korea for each prefecture. The population of each prefecture in 2015 is shown as a representative value [5]. The number of patients has steadily increased every year in all prefectures. More than half of cancer patients (64%) were treated with RT in the capital area (Seoul, Gyeonggi, and Incheon).
Table 5.

Demographic data of patients who received radiation therapy between 2011 and 2015 in Korea for each prefecture

PrefecturePopulation (2015) [5], ×103 (%)Year
20112012201320142015
Seoul9,860 (19.5)24,713 (45.1)26,996 (45.4)27,458 (44.4)28,303 (44.2)29,085 (43.9)
Gyeonggi, Incheon15,284 (30.2)10,651 (19.4)11,543 (19.4)12,228 (19.8)12,859 (20.1)13,680 (20.7)
Gangwon1,506 (3.0)1,308 (2.4)1,422 (2.4)1,365 (2.2)1,406 (2.2)1,501 (2.3)
Chungbuk1,561 (3.1)654 (1.2)684 (1.2)683 (1.1)696 (1.1)742 (1.1)
Chungnam, Daejeon3,822 (7.5)2,548 (4.6)2,822 (4.7)3,029 (4.9)3,047 (4.7)3,166 (4.8)
Jeonbuk1,798 (3.5)1,299 (2.4)1,334 (2.2)1,366 (2.2)1,466 (2.3)1,393 (2.1)
Jeonnam, Gwangju3,274 (6.5)2,812 (5.1)3,024 (5.1)3,119 (5.0)3,195 (5.0)3,359 (5.1)
Gyeongbuk, Daegu5,097 (10.1)4,062 (7.4)4,388 (7.4)4,702 (7.6)4,922 (7.7)4,926 (7.4)
Gyeongnam, Busan, Ulsan7,827 (15.5)6,393 (11.7)6,774 (11.4)7,429 (12.0)7,652 (11.9)7,802 (11.8)
Jeju587 (1.1)420 (0.7)448 (0.8)460 (0.8)516 (0.8)529 (0.8)
Total50,616 (100)54,810 (100)59,435 (100)61,839 (100)64,062 (100)66,183 (100)

Values are presented as number (%).

Discussion

We analyzed the clinical utilization of RT between 2011 and 2015 in Korea using claims data from the HIRA. The total number of patients who underwent RT has increased by 3%-8% per year between 2011 and 2015 (Fig. 1). As shown in Fig. 3, the annual cancer incidence in Korea has slowed after increasing until 2011 [1], and it decreased in 2014 compared with 2013. However, the number of cancer patients who underwent RT increased annually during the same period (Fig. 3). This antithetical pattern seemingly stems from a decrease in the total cancer incidence due to a decrease in the thyroid cancer incidence in recent years in Korea [1]. As shown in Fig. 5, because the role of external beam RT in well-differentiated thyroid cancer remains controversial [6], the decreasing incidence of thyroid cancer does not affect the utilization of RT in cancer patients. While the numbers of breast, lung, and prostate cancers being treated with RT has increased every year, the numbers of colorectal and uterine cervix cancer treated with RT have not shown any increase (Fig. 4). These trends of RT for these cancers have some correlation with the increasing and decreasing trends in the incidence of these cancers (Fig. 5). Interestingly, liver cancer has shown a significant increase in the number of RT patients (Figs. 4 and 5) although the incidence of liver cancer has been the same or has slightly decreased every year in Korea [1]. The increase of RT for patients with liver cancer seems to have a correlation with the remarkable increase of utilization rate of RT (Fig. 5). This trend may be because recently many studies have reported good clinical outcomes for hepatocellular carcinoma patients receiving high dose radiation in Korea using advanced RT technologies, including IMRT, SRT, and image guided radiotherapy [7-12]. Furthermore, the Korean Practice Guidelines for the Management of Hepatocellular Carcinoma recommend RT for inoperable hepatocellular carcinoma patients [13]. Although the percentage of cancer patients who underwent RT increased from 25% to 30% during these 5 years (Fig. 3), the clinical utilization rate of RT in Korea seems to be lower than of the estimated optimal utilization rate of developed or developing countries (47%-56%) [14-16]. However, recently Mackillop et al. [17] criticized the overestimation of the optimal RT utilization rate in the previous reports and reported that optimal utilization rate is 34% considering the conditions of optimal access to RT. Because the study estimated the optimal utilization rate of RT in Korea under conditions of access to RT of Korea was not reported yet, whether 30% of RT utilization in Korea is appropriate is debatable. Nevertheless, the incidence of breast, lung, and prostate cancers that account for over 50% of RT patients is showing an increasing trend every year [1]. Therefore, the clinical utilization rate of RT among cancer patients in Korea is expected to continue to rise. There is an overlap in years between the present and a previous study [3]; however, the number of patients who underwent RT are different between the two studies during the same period. Compared to the previous study, annually, an additional 200-300 patients underwent RT between 2011 and 2013. This difference might be because additional healthcare information that was not included in the previous study was integrated in the present study, such as information from primary and sanatorium hospitals and patriots and veterans affairs’ insurance expenditure by the government. Besides, there is lately (after 1 or more years) registered claims data in HIRA. In terms of RT modalities, the number of cases receiving SRT has steadily increased over the last 5 years and it was notably increased especially in 2015. In 2015, the national health insurance coverage of SRT was expanded from only cranio-spinal tumors and inoperable lung cancer to whole body tumors. Similar to SRT, notable increases in the use of IMRT and proton therapy are expected in 2016 because national health insurance coverage of IMRT and proton therapy has been expanded in the second half of 2015. In addition, a second proton therapy center in Korea started operating in 2016 [18]. However, it should be kept in mind that the claims data from the HIRA only included data of the insured cases and the number of uninsured treatments could not be recorded. Therefore, the actual number of patients who received SRT, IMRT, and proton therapy are expected to be higher than the reported number. In 2015, the population of Seoul was 19.5% of Korea’s population; however, nearly half of the patients (43.9%) treated with RT were treated in Seoul (Table 5). If we assume that the optimal rate of RT patients is equal to the percentage of population in each prefecture, Seoul had 2.25 fold of RT patients and Chungbuk had 0.35 fold of RT patients. This phenomenon of concentration in Seoul therefore seems very extreme. To explain this severe disproportion between regions, we need to analyze the infrastructure of RT in Korea. However, unfortunately, no such study has been published after 2007 [19]. We are preparing for the report about the status of the infrastructure of radiotherapy in Korea (2015). The total number of patients who underwent RT increased steadily from 2011 to 2015 in Korea. The utilization rate of RT in cancer patients is also increasing. These trends are expected to continue because the incidences of breast and lung cancers with treatment heavily dependent on RT are also experiencing a rising trend in Korea.
  17 in total

1.  Current status of the infrastructure and characteristics of radiation oncology in Korea.

Authors:  Seung Jae Huh
Journal:  Jpn J Clin Oncol       Date:  2007-08-01       Impact factor: 3.019

2.  A comparison of evidence-based estimates and empirical benchmarks of the appropriate rate of use of radiation therapy in ontario.

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Journal:  Int J Radiat Oncol Biol Phys       Date:  2015-04-01       Impact factor: 7.038

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Journal:  World J Gastroenterol       Date:  2016-08-28       Impact factor: 5.742

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Authors:  Nancy Lee; Michael Tuttle
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5.  The optimal utilization proportion of external beam radiotherapy in European countries: An ESTRO-HERO analysis.

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Review 6.  Estimating the demand for radiotherapy from the evidence: a review of changes from 2003 to 2012.

Authors:  Michael B Barton; Susannah Jacob; Jesmin Shafiq; Karen Wong; Stephen R Thompson; Timothy P Hanna; Geoff P Delaney
Journal:  Radiother Oncol       Date:  2014-05-12       Impact factor: 6.280

7.  The Clinical Status of Radiation Therapy in Korea in 2009 and 2013.

Authors:  Jin-Kyu Kang; Mi-Sook Kim; Won-Il Jang; Hee Jin Kim; Chul Koo Cho; Hyung Jun Yoo; Young Seok Seo; Eun Kyung Paik; Yu Jin Cha
Journal:  Cancer Res Treat       Date:  2015-12-14       Impact factor: 4.679

8.  Benefits of stereotactic ablative radiotherapy combined with incomplete transcatheter arterial chemoembolization in hepatocellular carcinoma.

Authors:  Eun Kyung Paik; Mi-Sook Kim; Won Il Jang; Young Seok Seo; Chul-Koo Cho; Hyung Jun Yoo; Chul Ju Han; Su Cheol Park; Sang Bum Kim; Young Han Kim
Journal:  Radiat Oncol       Date:  2016-02-19       Impact factor: 3.481

9.  The clinical utilization of radiation therapy in Korea between 2009 and 2013.

Authors:  Jin-Kyu Kang; Mi-Sook Kim; Won-Il Jang; Young Seok Seo; Hee Jin Kim; Chul Koo Cho; Hyung Jun Yoo; Eun Kyung Paik; Yu Jin Cha; Hyun Jin Song
Journal:  Radiat Oncol J       Date:  2016-06-30

10.  The response of thrombosis in the portal vein or hepatic vein in hepatocellular carcinoma to radiation therapy.

Authors:  Bong Kyung Bae; Jae-Chul Kim
Journal:  Radiat Oncol J       Date:  2016-08-22
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Journal:  Radiat Oncol J       Date:  2022-02-23

7.  External beam radiation therapy in a centenarian with primary liver cancer: A case report.

Authors:  Zhen Meng; Feifei Gao; Chang Liu; Shengcai Huang; Kai Hu; Rensheng Wang
Journal:  Medicine (Baltimore)       Date:  2020-11-20       Impact factor: 1.817

Review 8.  Who Will Benefit from Charged-Particle Therapy?

Authors:  Kyung Su Kim; Hong-Gyun Wu
Journal:  Cancer Res Treat       Date:  2021-06-21       Impact factor: 4.679

  8 in total

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