1.2023 Survey on User Experience of Artificial Intelligence Software in Radiology by the Korean Society of Radiology
Eui Jin HWANG ; Ji Eun PARK ; Kyoung Doo SONG ; Dong Hyun YANG ; Kyung Won KIM ; June-Goo LEE ; Jung Hyun YOON ; Kyunghwa HAN ; Dong Hyun KIM ; Hwiyoung KIM ; Chang Min PARK ;
Korean Journal of Radiology 2024;25(7):613-622
Objective:
In Korea, radiology has been positioned towards the early adoption of artificial intelligence-based software as medical devices (AI-SaMDs); however, little is known about the current usage, implementation, and future needs of AI-SaMDs.We surveyed the current trends and expectations for AI-SaMDs among members of the Korean Society of Radiology (KSR).
Materials and Methods:
An anonymous and voluntary online survey was open to all KSR members between April 17 and May 15, 2023. The survey was focused on the experiences of using AI-SaMDs, patterns of usage, levels of satisfaction, and expectations regarding the use of AI-SaMDs, including the roles of the industry, government, and KSR regarding the clinical use of AI-SaMDs.
Results:
Among the 370 respondents (response rate: 7.7% [370/4792]; 340 board-certified radiologists; 210 from academic institutions), 60.3% (223/370) had experience using AI-SaMDs. The two most common use-case of AI-SaMDs among the respondents were lesion detection (82.1%, 183/223), lesion diagnosis/classification (55.2%, 123/223), with the target imaging modalities being plain radiography (62.3%, 139/223), CT (42.6%, 95/223), mammography (29.1%, 65/223), and MRI (28.7%, 64/223). Most users were satisfied with AI-SaMDs (67.6% [115/170, for improvement of patient management] to 85.1% [189/222, for performance]). Regarding the expansion of clinical applications, most respondents expressed a preference for AI-SaMDs to assist in detection/diagnosis (77.0%, 285/370) and to perform automated measurement/quantification (63.5%, 235/370). Most respondents indicated that future development of AI-SaMDs should focus on improving practice efficiency (81.9%, 303/370) and quality (71.4%, 264/370). Overall, 91.9% of the respondents (340/370) agreed that there is a need for education or guidelines driven by the KSR regarding the use of AI-SaMDs.
Conclusion
The penetration rate of AI-SaMDs in clinical practice and the corresponding satisfaction levels were high among members of the KSR. Most AI-SaMDs have been used for lesion detection, diagnosis, and classification. Most respondents requested KSR-driven education or guidelines on the use of AI-SaMDs.
2.Loss of Neutralizing Activity of Tixagevimab/Cilgavimab (Evusheld™) Against Omicron BN.1, a Dominant Circulating Strain Following BA.5During the Seventh Domestic Outbreak in Korea in Early 2023
Jinyoung YANG ; Seokhwan HYEON ; Jin Yang BAEK ; Min Seo KANG ; Keon Young LEE ; Young Ho LEE ; Kyungmin HUH ; Sun Young CHO ; Cheol-In KANG ; Doo Ryeon CHUNG ; Kyong Ran PECK ; Gunho WON ; Hye Won LEE ; Kwangwook KIM ; Insu HWANG ; So Yeon LEE ; Byung Chul KIM ; Yoo-kyoung LEE ; Jae-Hoon KO
Journal of Korean Medical Science 2023;38(27):e205-
Tixagevimab/cilgavimab is a monoclonal antibody used to prevent coronavirus disease 2019 among immunocompromised hosts and maintained neutralizing activity against early omicron variants. Omicron BN.1 became a dominant circulating strain in Korea early 2023, but its susceptibility to tixagevimab/cilgavimab is unclear. We conducted plaque reduction neutralization test (PRNT) against BN.1 in a prospective cohort (14 patients and 30 specimens). BN.1 PRNT was conducted for one- and three-months after tixagevimab/ cilgavimab administration and the average PRNT ND 50 of each point was lower than the positive cut-off value of 20 (12.9 ± 4.5 and 13.2 ± 4.2, respectively, P = 0.825). In the paired analyses, tixagevimab/cilgavimab-administered sera could not actively neutralize BN.1 (PRNT ND 50 11.5 ± 2.9, P = 0.001), compared with the reserved activity against BA.5 (ND 50 310.5 ± 180.4). Unlike virus-like particle assay, tixagevimab/cilgavimab was not active against BN.1 in neutralizing assay, and would not be effective in the present predominance of BA.2.75 sublineages.
3.Clinical Practice Guidelines for Oropharyngeal Dysphagia
Seoyon YANG ; Jin-Woo PARK ; Kyunghoon MIN ; Yoon Se LEE ; Young-Jin SONG ; Seong Hee CHOI ; Doo Young KIM ; Seung Hak LEE ; Hee Seung YANG ; Wonjae CHA ; Ji Won KIM ; Byung-Mo OH ; Han Gil SEO ; Min-Wook KIM ; Hee-Soon WOO ; Sung-Jong PARK ; Sungju JEE ; Ju Sun OH ; Ki Deok PARK ; Young Ju JIN ; Sungjun HAN ; DooHan YOO ; Bo Hae KIM ; Hyun Haeng LEE ; Yeo Hyung KIM ; Min-Gu KANG ; Eun-Jae CHUNG ; Bo Ryun KIM ; Tae-Woo KIM ; Eun Jae KO ; Young Min PARK ; Hanaro PARK ; Min-Su KIM ; Jungirl SEOK ; Sun IM ; Sung-Hwa KO ; Seong Hoon LIM ; Kee Wook JUNG ; Tae Hee LEE ; Bo Young HONG ; Woojeong KIM ; Weon-Sun SHIN ; Young Chan LEE ; Sung Joon PARK ; Jeonghyun LIM ; Youngkook KIM ; Jung Hwan LEE ; Kang-Min AHN ; Jun-Young PAENG ; JeongYun PARK ; Young Ae SONG ; Kyung Cheon SEO ; Chang Hwan RYU ; Jae-Keun CHO ; Jee-Ho LEE ; Kyoung Hyo CHOI
Journal of the Korean Dysphagia Society 2023;13(2):77-106
Objective:
Dysphagia is a common clinical condition characterized by difficulty in swallowing. It is sub-classified into oropharyngeal dysphagia, which refers to problems in the mouth and pharynx, and esophageal dysphagia, which refers to problems in the esophageal body and esophagogastric junction. Dysphagia can have a significant negative impact one’s physical health and quality of life as its severity increases. Therefore, proper assessment and management of dysphagia are critical for improving swallowing function and preventing complications. Thus a guideline was developed to provide evidence-based recommendations for assessment and management in patients with dysphagia.
Methods:
Nineteen key questions on dysphagia were developed. These questions dealt with various aspects of problems related to dysphagia, including assessment, management, and complications. A literature search for relevant articles was conducted using Pubmed, Embase, the Cochrane Library, and one domestic database of KoreaMed, until April 2021. The level of evidence and recommendation grade were established according to the Grading of Recommendation Assessment, Development and Evaluation methodology.
Results:
Early screening and assessment of videofluoroscopic swallowing were recommended for assessing the presence of dysphagia. Therapeutic methods, such as tongue and pharyngeal muscle strengthening exercises and neuromuscular electrical stimulation with swallowing therapy, were effective in improving swallowing function and quality of life in patients with dysphagia. Nutritional intervention and an oral care program were also recommended.
Conclusion
This guideline presents recommendations for the assessment and management of patients with oropharyngeal dysphagia, including rehabilitative strategies.
4.Interactions between NCR + ILC3s and the Microbiome in the Airways Shape Asthma Severity
Jongho HAM ; Jihyun KIM ; Sungmi CHOI ; Jaehyun PARK ; Min-gyung BAEK ; Young-Chan KIM ; Kyoung-Hee SOHN ; Sang-Heon CHO ; Siyoung YANG ; Yong-Soo BAE ; Doo Hyun CHUNG ; Sungho WON ; Hana YI ; Hye Ryun KANG ; Hye Young KIM
Immune Network 2021;21(4):e25-
Asthma is a heterogeneous disease whose development is shaped by a variety of environmental and genetic factors. While several recent studies suggest that microbial dysbiosis in the gut may promote asthma, little is known about the relationship between the recently discovered lung microbiome and asthma. Innate lymphoid cells (ILCs) have also been shown recently to participate in asthma. To investigate the relationship between the lung microbiome, ILCs, and asthma, we recruited 23 healthy controls (HC), 42 patients with non-severe asthma, and 32 patients with severe asthma. Flow cytometry analysis showed severe asthma associated with fewer natural cytotoxicity receptor (NCR) + ILC3s in the lung.Similar changes in other ILC subsets, macrophages, and monocytes were not observed. The asthma patients did not differ from the HC in terms of the alpha and beta-diversity of the lung and gut microbiomes. However, lung function correlated positively with both NCR + ILC3 frequencies and microbial diversity in the lung. Sputum NCR + ILC3 frequencies correlated positively with lung microbiome diversity in the HC, but this relationship was inversed in severe asthma. Together, these data suggest that airway NCR + ILC3s may contribute to a healthy commensal diversity and normal lung function.
5.Time Trends for Prostate Cancer Incidence from 2003 to 2013 in South Korea: An Age-Period-Cohort Analysis
Hyun Young LEE ; Do Kyoung KIM ; Seung Whan DOO ; Won Jae YANG ; Yun Seob SONG ; Bora LEE ; Jae Heon KIM
Cancer Research and Treatment 2020;52(1):301-308
Purpose:
Prostate cancer (PCa) incidence is affected by aging phenomenon and performance of screening test. In United States, PCa incidence is affected by period effect of U.S. Preventive Services Task Force (USPSTF) recommendation. However, no study has reported the effect of USPSTF recommendation or aging phenomenon on PCa incidence in South Korea. Thus, the objective of this study was to investigate effects of age, period, and birth cohort on PCa incidence using age-period-cohort analysis.
Materials and Methods:
Annual report of cancer statistics between 2003 and 2013 from National Health Insurance Service (NHIS) in South Korea for the number of PCa patients and Korean Statistical Information Service (KOSIS) data between 2003 and 2013 from national statistics in South Korea for the number of Korean male population were used. Age-period-cohort models were used to investigate effects of age, period, and birth cohort on PCa incidence.
Results:
Overall PCa incidence in South Korea was increased 8.8% in annual percentage (95% confidential interval, 6.5 to 11.2; p < 0.001). It showed an increasing pattern from 2003 to 2011 but a decreasing pattern from 2011 to 2013. Age increased the risk of PCa incidence. However, the speed of increase was slower with increasing age. PCa incidence was increased 1.4 times in 2008 compared to that in 2003 or 2013. Regarding cohort effect, the risk of PCa incidence started to increase from 1958 cohort.
Conclusion
PCa incidence was affected by period of specific year. There was a positive cohort effect on PCa incidence associated with age structural change.
6.Clinical Targeted Next-Generation sequencing Panels for Detection of Somatic Variants in Gliomas
Hyemi SHIN ; Jason K. SA ; Joon Seol BAE ; Harim KOO ; Seonwhee JIN ; Hee Jin CHO ; Seung Won CHOI ; Jong Min KYOUNG ; Ja Yeon KIM ; Yun Jee SEO ; Je-Gun JOUNG ; Nayoung K. D. KIM ; Dae-Soon SON ; Jongsuk CHUNG ; Taeseob LEE ; Doo-Sik KONG ; Jung Won CHOI ; Ho Jun SEOL ; Jung-Il LEE ; Yeon-Lim SUH ; Woong-Yang PARK ; Do-Hyun NAM
Cancer Research and Treatment 2020;52(1):41-50
Purpose:
Targeted next-generation sequencing (NGS) panels for solid tumors have been useful in clinical framework for accurate tumor diagnosis and identifying essential molecular aberrations. However, most cancer panels have been designed to address a wide spectrum of pan-cancer models, lacking integral prognostic markers that are highly specific to gliomas.
Materials and Methods:
To address such challenges, we have developed a glioma-specific NGS panel, termed “GliomaSCAN,” that is capable of capturing single nucleotide variations and insertion/deletion, copy number variation, and selected promoter mutations and structural variations that cover a subset of intron regions in 232 essential glioma-associated genes. We confirmed clinical concordance rate using pairwise comparison of the identified variants from whole exome sequencing (WES), immunohistochemical analysis, and fluorescence in situ hybridization.
Results:
Our panel demonstrated high sensitivity in detecting potential genomic variants that were present in the standard materials. To ensure the accuracy of our targeted sequencing panel, we compared our targeted panel to WES. The comparison results demonstrated a high correlation. Furthermore, we evaluated clinical utility of our panel in 46 glioma patients to assess the detection capacity of potential actionable mutations. Thirty-two patients harbored at least one recurrent somatic mutation in clinically actionable gene.
Conclusion
We have established a glioma-specific cancer panel. GliomaSCAN highly excelled in capturing somatic variations in terms of both sensitivity and specificity and provided potential clinical implication in facilitating genome-based clinical trials. Our results could provide conceptual advance towards improving the response of genomically guided molecularly targeted therapy in glioma patients.
7.The Korean Society for Neuro-Oncology (KSNO) Guideline for Glioblastomas: Version 2018.01
Young Zoon KIM ; Chae Yong KIM ; Jaejoon LIM ; Kyoung Su SUNG ; Jihae LEE ; Hyuk Jin OH ; Seok Gu KANG ; Shin Hyuk KANG ; Doo Sik KONG ; Sung Hwan KIM ; Se Hyuk KIM ; Se Hoon KIM ; Yu Jung KIM ; Eui Hyun KIM ; In Ah KIM ; Ho Sung KIM ; Tae Hoon ROH ; Jae Sung PARK ; Hyun Jin PARK ; Sang Woo SONG ; Seung Ho YANG ; Wan Soo YOON ; Hong In YOON ; Soon Tae LEE ; Sea Won LEE ; Youn Soo LEE ; Chan Woo WEE ; Jong Hee CHANG ; Tae Young JUNG ; Hye Lim JUNG ; Jae Ho CHO ; Seung Hong CHOI ; Hyoung Soo CHOI ; Je Beom HONG ; Do Hoon LIM ; Dong Sup CHUNG ;
Brain Tumor Research and Treatment 2019;7(1):1-9
BACKGROUND: There has been no practical guidelines for the management of patients with central nervous system (CNS) tumors in Korea for many years. Thus, the Korean Society for Neuro-Oncology (KSNO), a multidisciplinary academic society, started to prepare guidelines for CNS tumors from February 2018. METHODS: The Working Group was composed of 35 multidisciplinary medical experts in Korea. References were identified through searches of PubMed, MEDLINE, EMBASE, and Cochrane CENTRAL using specific and sensitive keywords as well as combinations of keywords. RESULTS: First, the maximal safe resection if feasible is recommended. After the diagnosis of a glioblastoma with neurosurgical intervention, patients aged ≤70 years with good performance should be treated by concurrent chemoradiotherapy with temozolomide followed by adjuvant temozolomide chemotherapy (Stupp's protocol) or standard brain radiotherapy alone. However, those with poor performance should be treated by hypofractionated brain radiotherapy (preferred)±concurrent or adjuvant temozolomide, temozolomide alone (Level III), or supportive treatment. Alternatively, patients aged >70 years with good performance should be treated by hypofractionated brain radiotherapy+concurrent and adjuvant temozolomide or Stupp's protocol or hypofractionated brain radiotherapy alone, while those with poor performance should be treated by hypofractionated brain radiotherapy alone or temozolomide chemotherapy if the patient has methylated MGMT gene promoter (Level III), or supportive treatment. CONCLUSION: The KSNO's guideline recommends that glioblastomas should be treated by maximal safe resection, if feasible, followed by radiotherapy and/or chemotherapy according to the individual comprehensive condition of the patient.
Brain
;
Central Nervous System
;
Chemoradiotherapy
;
Diagnosis
;
Drug Therapy
;
Glioblastoma
;
Humans
;
Korea
;
Radiotherapy
8.The Korean Society for Neuro-Oncology (KSNO) Guideline for WHO Grade II Cerebral Gliomas in Adults: Version 2019.01
Young Zoon KIM ; Chae Yong KIM ; Chan Woo WEE ; Tae Hoon ROH ; Je Beom HONG ; Hyuk Jin OH ; Seok Gu KANG ; Shin Hyuk KANG ; Doo Sik KONG ; Sung Hwan KIM ; Se Hyuk KIM ; Se Hoon KIM ; Yu Jung KIM ; Eui Hyun KIM ; In Ah KIM ; Ho Sung KIM ; Jae Sung PARK ; Hyun Jin PARK ; Sang Woo SONG ; Kyoung Su SUNG ; Seung Ho YANG ; Wan Soo YOON ; Hong In YOON ; Jihae LEE ; Soon Tae LEE ; Sea Won LEE ; Youn Soo LEE ; Jaejoon LIM ; Jong Hee CHANG ; Tae Young JUNG ; Hye Lim JUNG ; Jae Ho CHO ; Seung Hong CHOI ; Hyoung Soo CHOI ; Do Hoon LIM ; Dong Sup CHUNG ;
Brain Tumor Research and Treatment 2019;7(2):74-84
BACKGROUND: There was no practical guideline for the management of patients with central nervous system tumor in Korea for many years. Thus, the Korean Society for Neuro-Oncology (KSNO), a multidisciplinary academic society, has developed the guideline for glioblastoma. Subsequently, the KSNO guideline for World Health Organization (WHO) grade II cerebral glioma in adults is established. METHODS: The Working Group was composed of 35 multidisciplinary medical experts in Korea. References were identified by searching PubMed, MEDLINE, EMBASE, and Cochrane CENTRAL databases using specific and sensitive keywords as well as combinations of keywords regarding diffuse astrocytoma and oligodendroglioma of brain in adults. RESULTS: Whenever radiological feature suggests lower grade glioma, the maximal safe resection if feasible is recommended globally. After molecular and histological examinations, patients with diffuse astrocytoma, isocitrate dehydrogenase (IDH)-wildtype without molecular feature of glioblastoma should be primarily treated by standard brain radiotherapy and adjuvant temozolomide chemotherapy (Level III) while those with molecular feature of glioblastoma should be treated following the protocol for glioblastomas. In terms of patients with diffuse astrocytoma, IDH-mutant and oligodendroglioma (IDH-mutant and 1p19q codeletion), standard brain radiotherapy and adjuvant PCV (procarbazine+lomustine+vincristine) combination chemotherapy should be considered primarily for the high-risk group while observation with regular follow up should be considered for the low-risk group. CONCLUSION: The KSNO's guideline recommends that WHO grade II gliomas should be treated by maximal safe resection, if feasible, followed by radiotherapy and/or chemotherapy according to molecular and histological features of tumors and clinical characteristics of patients.
Adult
;
Astrocytoma
;
Brain
;
Central Nervous System
;
Drug Therapy
;
Drug Therapy, Combination
;
Follow-Up Studies
;
Glioblastoma
;
Glioma
;
Humans
;
Isocitrate Dehydrogenase
;
Korea
;
Oligodendroglioma
;
Radiotherapy
;
World Health Organization
9.The Korean Society for Neuro-Oncology (KSNO) Guideline for WHO Grade III Cerebral Gliomas in Adults: Version 2019.01
Young Zoon KIM ; Chae Yong KIM ; Jaejoon LIM ; Kyoung Su SUNG ; Jihae LEE ; Hyuk Jin OH ; Seok Gu KANG ; Shin Hyuk KANG ; Doo Sik KONG ; Sung Hwan KIM ; Se Hyuk KIM ; Se Hoon KIM ; Yu Jung KIM ; Eui Hyun KIM ; In Ah KIM ; Ho Sung KIM ; Tae Hoon ROH ; Jae Sung PARK ; Hyun Jin PARK ; Sang Woo SONG ; Seung Ho YANG ; Wan Soo YOON ; Hong In YOON ; Soon Tae LEE ; Sea Won LEE ; Youn Soo LEE ; Chan Woo WEE ; Jong Hee CHANG ; Tae Young JUNG ; Hye Lim JUNG ; Jae Ho CHO ; Seung Hong CHOI ; Hyoung Soo CHOI ; Je Beom HONG ; Do Hoon LIM ; Dong Sup CHUNG ;
Brain Tumor Research and Treatment 2019;7(2):63-73
BACKGROUND: There was no practical guideline for the management of patients with central nervous system tumor in Korea in the past. Thus, the Korean Society for Neuro-Oncology (KSNO), a multidisciplinary academic society, developed the guideline for glioblastoma successfully and published it in Brain Tumor Research and Treatment, the official journal of KSNO, in April 2019. Recently, the KSNO guideline for World Health Organization (WHO) grade III cerebral glioma in adults has been established. METHODS: The Working Group was composed of 35 multidisciplinary medical experts in Korea. References were identified by searches in PubMed, MEDLINE, EMBASE, and Cochrane CENTRAL databases using specific and sensitive keywords as well as combinations of keywords. Scope of the disease was confined to cerebral anaplastic astrocytoma and oligodendroglioma in adults. RESULTS: Whenever radiological feature suggests high grade glioma, maximal safe resection if feasible is globally recommended. After molecular and histological examinations, patients with anaplastic astrocytoma, isocitrate dehydrogenase (IDH)-mutant should be primary treated by standard brain radiotherapy and adjuvant temozolomide chemotherapy whereas those with anaplastic astrocytoma, NOS, and anaplastic astrocytoma, IDH-wildtype should be treated following the protocol for glioblastomas. In terms of anaplastic oligodendroglioma, IDH-mutant and 1p19q-codeletion, and anaplastic oligodendroglioma, NOS should be primary treated by standard brain radiotherapy and neoadjuvant or adjuvant PCV (procarbazine, lomustine, and vincristine) combination chemotherapy. CONCLUSION: The KSNO's guideline recommends that WHO grade III cerebral glioma of adults should be treated by maximal safe resection if feasible, followed by radiotherapy and/or chemotherapy according to molecular and histological features of tumors.
Adult
;
Astrocytoma
;
Brain
;
Brain Neoplasms
;
Central Nervous System
;
Drug Therapy
;
Drug Therapy, Combination
;
Glioblastoma
;
Glioma
;
Humans
;
Isocitrate Dehydrogenase
;
Korea
;
Lomustine
;
Oligodendroglioma
;
Radiotherapy
;
World Health Organization
10.Persistent Hiccup Treated by Levetiracetam.
Inha HWANG ; SulKi LEE ; UnKyu YUN ; Heewon BAE ; Doo Eung KIM ; Eun Kyoung CHO ; Jeong Ho HAN ; YoungSoon YANG ; Seung Min KIM ; Sang Won HA
Journal of the Korean Neurological Association 2017;35(4):257-260

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