1.Deep learning-based automatic segmentation of the mandibular canal on panoramic radiographs: A multi-device study
Moe Thu Zar AUNG ; Sang-Heon LIM ; Jiyong HAN ; Su YANG ; Ju-Hee KANG ; Jo-Eun KIM ; Kyung-Hoe HUH ; Won-Jin YI ; Min-Suk HEO ; Sam-Sun LEE
Imaging Science in Dentistry 2024;54(1):81-91
		                        		
		                        			 Purpose:
		                        			The objective of this study was to propose a deep-learning model for the detection of the mandibular canal on dental panoramic radiographs. 
		                        		
		                        			Materials and Methods:
		                        			A total of 2,100 panoramic radiographs (PANs) were collected from 3 different machines: RAYSCAN Alpha (n=700, PAN A), OP-100 (n=700, PAN B), and CS8100 (n=700, PAN C). Initially, an oral and maxillofacial radiologist coarsely annotated the mandibular canals. For deep learning analysis, convolutional neural networks (CNNs) utilizing U-Net architecture were employed for automated canal segmentation. Seven independent networks were trained using training sets representing all possible combinations of the 3 groups. These networks were then assessed using a hold-out test dataset. 
		                        		
		                        			Results:
		                        			Among the 7 networks evaluated, the network trained with all 3 available groups achieved an average precision of 90.6%, a recall of 87.4%, and a Dice similarity coefficient (DSC) of 88.9%. The 3 networks trained using each of the 3 possible 2-group combinations also demonstrated reliable performance for mandibular canal segmentation, as follows: 1) PAN A and B exhibited a mean DSC of 87.9%, 2) PAN A and C displayed a mean DSC of 87.8%, and 3) PAN B and C demonstrated a mean DSC of 88.4%. 
		                        		
		                        			Conclusion
		                        			This multi-device study indicated that the examined CNN-based deep learning approach can achieve excellent canal segmentation performance, with a DSC exceeding 88%. Furthermore, the study highlighted the importance of considering the characteristics of panoramic radiographs when developing a robust deep-learning network, rather than depending solely on the size of the dataset. 
		                        		
		                        		
		                        		
		                        	
2.Epidemiologic and Clinical Outcomes of Pediatric Renal Tumors in Korea: A Retrospective Analysis of The Korean Pediatric Hematology and Oncology Group (KPHOG) Data
Kyung-Nam KOH ; Jung Woo HAN ; Hyoung Soo CHOI ; Hyoung Jin KANG ; Ji Won LEE ; Keon Hee YOO ; Ki Woong SUNG ; Hong Hoe KOO ; Kyung Taek HONG ; Jung Yoon CHOI ; Sung Han KANG ; Hyery KIM ; Ho Joon IM ; Seung Min HAHN ; Chuhl Joo LYU ; Hee-Jo BAEK ; Hoon KOOK ; Kyung Mi PARK ; Eu Jeen YANG ; Young Tak LIM ; Seongkoo KIM ; Jae Wook LEE ; Nack-Gyun CHUNG ; Bin CHO ; Meerim PARK ; Hyeon Jin PARK ; Byung-Kiu PARK ; Jun Ah LEE ; Jun Eun PARK ; Soon Ki KIM ; Ji Yoon KIM ; Hyo Sun KIM ; Youngeun MA ; Kyung Duk PARK ; Sang Kyu PARK ; Eun Sil PARK ; Ye Jee SHIM ; Eun Sun YOO ; Kyung Ha RYU ; Jae Won YOO ; Yeon Jung LIM ; Hoi Soo YOON ; Mee Jeong LEE ; Jae Min LEE ; In-Sang JEON ; Hye Lim JUNG ; Hee Won CHUEH ; Seunghyun WON ;
Cancer Research and Treatment 2023;55(1):279-290
		                        		
		                        			 Purpose:
		                        			Renal tumors account for approximately 7% of all childhood cancers. These include Wilms tumor (WT), clear cell sarcoma of the kidney (CCSK), malignant rhabdoid tumor of the kidney (MRTK), renal cell carcinoma (RCC), congenital mesoblastic nephroma (CMN) and other rare tumors. We investigated the epidemiology of pediatric renal tumors in Korea. 
		                        		
		                        			Materials and Methods:
		                        			From January 2001 to December 2015, data of pediatric patients (0–18 years) newly-diagnosed with renal tumors at 26 hospitals were retrospectively analyzed. 
		                        		
		                        			Results:
		                        			Among 439 patients (male, 240), the most common tumor was WT (n=342, 77.9%), followed by RCC (n=36, 8.2%), CCSK (n=24, 5.5%), MRTK (n=16, 3.6%), CMN (n=12, 2.7%), and others (n=9, 2.1%). Median age at diagnosis was 27.1 months (range 0-225.5) and median follow-up duration was 88.5 months (range 0-211.6). Overall, 32 patients died, of whom 17, 11, 1, and 3 died of relapse, progressive disease, second malignant neoplasm, and treatment-related mortality. Five-year overall survival and event free survival were 97.2% and 84.8% in WT, 90.6% and 82.1% in RCC, 81.1% and 63.6% in CCSK, 60.3% and 56.2% in MRTK, and 100% and 91.7% in CMN, respectively (p < 0.001). 
		                        		
		                        			Conclusion
		                        			The pediatric renal tumor types in Korea are similar to those previously reported in other countries. WT accounted for a large proportion and survival was excellent. Non-Wilms renal tumors included a variety of tumors and showed inferior outcome, especially MRTK. Further efforts are necessary to optimize the treatment and analyze the genetic characteristics of pediatric renal tumors in Korea. 
		                        		
		                        		
		                        		
		                        	
3.Myorhythmia and Other Movement Disorders in Two Patients With Coronavirus Disease 2019 Encephalopathy
Rebecca Hui Min HOE ; Fan YANG ; Siew Kit SHUIT ; Glenn Khai Wern YONG ; Ser Hon PUAH ; Jennifer Sye Jin TING ; Mucheli Sharavan SADASIV ; Thirugnanam UMAPATHI
Journal of Movement Disorders 2023;16(2):217-220
		                        		
		                        		
		                        		
		                        	
4.Clinical Characteristics and Treatment Outcomes of Childhood Acute Promyelocytic Leukemia in Korea: A Nationwide Multicenter Retrospective Study by Korean Pediatric Oncology Study Group
Kyung Mi PARK ; Keon Hee YOO ; Seong Koo KIM ; Jae Wook LEE ; Nack-Gyun CHUNG ; Hee Young JU ; Hong Hoe KOO ; Chuhl Joo LYU ; Seung Min HAN ; Jung Woo HAN ; Jung Yoon CHOI ; Kyung Taek HONG ; Hyoung Jin KANG ; Hee Young SHIN ; Ho Joon IM ; Kyung-Nam KOH ; Hyery KIM ; Hoon KOOK ; Hee Jo BAEK ; Bo Ram KIM ; Eu Jeen YANG ; Jae Young LIM ; Eun Sil PARK ; Eun Jin CHOI ; Sang Kyu PARK ; Jae Min LEE ; Ye Jee SHIM ; Ji Yoon KIM ; Ji Kyoung PARK ; Seom Gim KONG ; Young Bae CHOI ; Bin CHO ; Young Tak LIM
Cancer Research and Treatment 2022;54(1):269-276
		                        		
		                        			 Purpose:
		                        			Acute promyelocytic leukemia (APL) is a rare disease in children and there are some different characteristics between children and adult. We aimed to evaluate incidence, clinical characteristics and treatment outcomes of pediatric APL in Korea. 
		                        		
		                        			Materials and Methods:
		                        			Seventy-nine pediatric APL patients diagnosed from January 2009 to December 2016 in 16 tertiary medical centers in Korea were reviewed retrospectively. 
		                        		
		                        			Results:
		                        			Of 801 acute myeloid leukemia children, 79 (9.9%) were diagnosed with APL. The median age at diagnosis was 10.6 years (range, 1.3 to 18.0). Male and female ratio was 1:0.93. Thirty patients (38.0%) had white blood cell (WBC) count greater than 10×109/L at diagnosis. All patients received induction therapy consisting of all-trans retinoic acid and chemotherapy. Five patients (6.6%) died during induction chemotherapy and 66 patients (86.8%) achieved complete remission (CR) after induction chemotherapy. The causes of death were three intracranial hemorrhage, one cerebral infarction, and one sepsis. Five patients (7.1%) suffered a relapse during or after maintenance chemotherapy. The estimated 4-year event-free survival and overall survival (OS) rates were 82.1%±4.4%, 89.7%±5.1%, respectively. The 4-year OS was significantly higher in patients with initial WBC < 10×109/L than in those with initial WBC ≥ 10×109/L (p=0.020). 
		                        		
		                        			Conclusion
		                        			This study showed that the CR rates and survival outcomes in Korean pediatric APL patients were relatively good. The initial WBC count was the most important prognostic factor and most causes of death were related to serious bleeding in the early stage of treatment. 
		                        		
		                        		
		                        		
		                        	
5.Erratum: Correction of Affiliations in the Article “Clinical Characteristics and Treatment Outcomes in Children, Adolescents, and Young-adults with Hodgkin's Lymphoma: a KPHOG Lymphoma Working-party, Multicenter, Retrospective Study”
Jae Min LEE ; Jung Yoon CHOI ; Kyung Taek HONG ; Hyoung Jin KANG ; Hee Young SHIN ; Hee Jo BAEK ; Hoon KOOK ; Seongkoo KIM ; Jae Wook LEE ; Nack-Gyun CHUNG ; Bin CHO ; Seok-Goo CHO ; Kyung Mi PARK ; Eu Jeen YANG ; Young Tak LIM ; Jin Kyung SUH ; Sung Han KANG ; Hyery KIM ; Kyung-Nam KOH ; Ho Joon IM ; Jong Jin SEO ; Hee Won CHO ; Hee Young JU ; Ji Won LEE ; Keon Hee YOO ; Ki Woong SUNG ; Hong Hoe KOO ; Kyung Duk PARK ; Jeong Ok HAH ; Min Kyoung KIM ; Jung Woo HAN ; Seung Min HAHN ; Chuhl Joo LYU ; Ye Jee SHIM ; Heung Sik KIM ; Young Rok DO ; Jae Won YOO ; Yeon Jung LIM ; In-Sang JEON ; Hee won CHUEH ; Sung Yong OH ; Hyoung Soo CHOI ; Jun Eun PARK ; Jun Ah LEE ; Hyeon Jin PARK ; Byung-Kiu PARK ; Soon Ki KIM ; Jae Young LIM ; Eun Sil PARK ; Sang Kyu PARK ; Eun Jin CHOI ; Young Bae CHOI ; Jong Hyung YOON ;
Journal of Korean Medical Science 2021;36(4):e37-
		                        		
		                        		
		                        		
		                        	
6.Effectiveness and Safety of Clofarabine Monotherapy or Combination Treatment in Relapsed/Refractory Childhood Acute Lymphoblastic Leukemia: A Pragmatic, Non-interventional Study in Korea
Jung Yoon CHOI ; Che Ry HONG ; Kyung Taek HONG ; Hyoung Jin KANG ; Seongkoo KIM ; Jae Wook LEE ; Pil Sang JANG ; Nack-Gyun CHUNG ; Bin CHO ; Hyery KIM ; Kyung-Nam KOH ; Ho Joon IM ; Jong Jin SEO ; Seung Min HAHN ; Jung Woo HAN ; Chuhl Joo LYU ; Eu Jeen YANG ; Young Tak LIM ; Keon Hee YOO ; Hong Hoe KOO ; Hoon KOOK ; In Sang JEON ; Hana CHO ; Hee Young SHIN
Cancer Research and Treatment 2021;53(4):1184-1194
		                        		
		                        			 Purpose:
		                        			Effectiveness and safety of clofarabine (one of the treatment mainstays in pediatric patients with relapsed/refractory acute lymphoblastic leukemia [ALL]) was assessed in Korean pediatric patients with ALL to facilitate conditional coverage with evidence development. 
		                        		
		                        			Materials and Methods:
		                        			In this multicenter, prospective, observational study, patients receiving clofarabine as mono/combination therapy were followed up every 4-6 weeks for 6 months or until hematopoietic stem cell transplantation (HSCT). Response rates, survival outcomes, and adverse events were assessed. 
		                        		
		                        			Results:
		                        			Sixty patients (2-26 years old; 65% B-cell ALL, received prior ≥ 2 regimen, 68.3% refractory to previous regimen) were enrolled and treated with at least one dose of clofarabine; of whom 26 (43.3%) completed 6 months of follow-up after the last dose of clofarabine. Fifty-eight patients (96.7%) received clofarabine combination therapy. Overall remission rate (complete remission [CR] or CR without platelet recovery [CRp]) was 45.0% (27/60; 95% confidence interval [CI], 32.4 to 57.6) and the overall response rate (CR, CRp, or partial remission [PR]) was 46.7% (28/60; 95% CI, 34.0 to 59.3), with 11 (18.3%), 16 (26.7%), and one (1.7%) patients achieving CR, CRp, and PR, respectively. The median time to remission was 5.1 weeks (95% CI, 4.7 to 6.1). Median duration of remission was 16.6 weeks (range, 2.0 to 167.6 weeks). Sixteen patients (26.7%) proceeded to HSCT. There were 24 deaths; 14 due to treatment-emergent adverse events. 
		                        		
		                        			Conclusion
		                        			Remission with clofarabine was observed in approximately half of the study patients who had overall expected safety profile; however, there was no favorable long-term survival outcome in this study.  
		                        		
		                        		
		                        		
		                        	
7.Clinical Characteristics and Treatment Outcomes in Children, Adolescents, and Young-adults with Hodgkin's Lymphoma:a KPHOG Lymphoma Working-party, Multicenter, Retrospective Study
Jae Min LEE ; Jung Yoon CHOI ; Kyung Taek HONG ; Hyoung Jin KANG ; Hee Young SHIN ; Hee Jo BAEK ; Seongkoo KIM ; Jae Wook LEE ; Nack-Gyun CHUNG ; Bin CHO ; Seok-Goo CHO ; Kyung Mi PARK ; Eu Jeen YANG ; Young Tak LIM ; Jin Kyung SUH ; Sung Han KANG ; Hyery KIM ; Kyung-Nam KOH ; Ho Joon IM ; Jong Jin SEO ; Hee Won CHO ; Hee Young JU ; Ji Won LEE ; Keon Hee YOO ; Ki Woong SUNG ; Hong Hoe KOO ; Kyung Duk PARK ; Jeong Ok HAH ; Min Kyoung KIM ; Jung Woo HAN ; Seung Min HAHN ; Chuhl Joo LYU ; Ye Jee SHIM ; Heung Sik KIM ; Young Rok DO ; Jae Won YOO ; Yeon Jung LIM ; In-Sang JEON ; Hee won CHUEH ; Sung Yong OH ; Hyoung Soo CHOI ; Jun Eun PARK ; Jun Ah LEE ; Hyeon Jin PARK ; Byung-Kiu PARK ; Soon Ki KIM ; Jae Young LIM ; Eun Sil PARK ; Sang Kyu PARK ; Eun Jin CHOI ; Young Bae CHOI ; Jong Hyung YOON ; Hoon KOOK ;
Journal of Korean Medical Science 2020;35(46):e393-
		                        		
		                        			 Background:
		                        			Hodgkin's lymphoma (HL) constitutes 10%–20% of all malignant lymphomas and has a high cure rate (5-year survival, around 90%). Recently, interest has increased concerning preventing secondary complications (secondary cancer, endocrine disorders) in long-term survivors. We aimed to study the epidemiologic features and therapeutic outcomes of HL in children, adolescents, and young adults in Korea. 
		                        		
		                        			Methods:
		                        			We performed a multicenter, retrospective study of 224 patients aged < 25 years diagnosed with HL at 22 participating institutes in Korea from January 2007 to August 2016. 
		                        		
		                        			Results:
		                        			A higher percentage of males was diagnosed at a younger age. Nodular sclerosis histopathological HL subtype was most common, followed by mixed cellularity subtype.Eighty-one (36.2%), 101 (45.1%), and 42 (18.8%) patients were classified into low, intermediate, and high-risk groups, respectively. Doxorubicin, bleomycin, vinblastine, dacarbazine was the most common protocol (n = 102, 45.5%). Event-free survival rate was 86.0% ± 2.4%, while five-year overall survival (OS) rate was 96.1% ± 1.4%: 98.7% ± 1.3%, 97.7% ± 1.6%, and 86.5% ± 5.6% in the low, intermediate, and high-risk groups, respectively (P = 0.021). Five-year OS was worse in patients with B-symptoms, stage IV disease, highrisk, splenic involvement, extra-nodal lymphoma, and elevated lactate dehydrogenase level.In multivariate analysis, B-symptoms and extra-nodal involvement were prognostic factors for poor OS. Late complications of endocrine disorders and secondary malignancy were observed in 17 and 6 patients, respectively. 
		                        		
		                        			Conclusion
		                        			This is the first study on the epidemiology and treatment outcomes of HL in children, adolescents, and young adults in Korea. Future prospective studies are indicated to develop therapies that minimize treatment toxicity while maximizing cure rates in children, adolescents, and young adults with HL. 
		                        		
		                        		
		                        		
		                        	
8.Ramosetron versus Palonosetron in Combination with Aprepitant and Dexamethasone for the Control of Highly-Emetogenic Chemotherapy-Induced Nausea and Vomiting
Jin Hyoung KANG ; Jung Hye KWON ; Yun-Gyoo LEE ; Keon Uk PARK ; Ho Jung AN ; Joohyuk SOHN ; Young Mi SEOL ; Hyunwoo LEE ; Hwan-Jung YUN ; Jin Seok AHN ; Ji Hyun YANG ; Hunho SONG ; Dong-Hoe KOO ; Jin Young KIM ; Gun Min KIM ; Hwa Jung KIM
Cancer Research and Treatment 2020;52(3):907-916
		                        		
		                        			 Purpose:
		                        			The purpose of this study was to compare ramosetron (RAM), aprepitant (APR), and dexamethasone (DEX) [RAD] with palonosetron (PAL), APR, and DEX [PAD] in controlling highly-emetogenic chemotherapy (HEC)–induced nausea and vomiting.  
		                        		
		                        			Materials and Methods:
		                        			Patients were randomly assigned (1:1) to receive RAD or PAD:RAM (0.3 mg intravenously) or PAL (0.25 mg intravenously) D1, combined with APR (125 mg orally, D1 and 80 mg orally, D2-3) and DEX (12 mg orally or intravenously, D1 and 8 mg orally, D2-4). Patients were stratified by gender, cisplatin-based chemotherapy, and administration schedule. The primary endpoint was overall complete response (CR), defined as no emesis and no rescue regimen during 5 days of HEC. Secondary endpoints were overall complete protection (CP; CR+nausea score < 25 mm) and total control (TC; CR+nausea score < 5 mm). Quality of life was assessed by Functional Living Index Emesis (FLIE) questionnaire on D0 and D6. 
		                        		
		                        			Results:
		                        			A total of 279 patients receiving RAD (n=137) or PAD (n=142) were evaluated. Overall CR rates in RAD and PAD recipients were 81.8% and 79.6% (risk difference [RD], 2.2%; 95% confidence interval [CI], −7.1 to 11.4), respectively. Overall CP and TC rates for RAD and PAD were 56.2% and 58.5% (RD, −2.3%; 95% CI, −13.9 to 9.4) and 47.5% vs. 43.7% (RD, 3.8%; 95% CI, −7.9 to 15.5), respectively. FLIE total score ≥ 108 (no impact on daily life) was comparable between RAD and PAD (73.9% vs. 73.4%, respectively). Adverse events were similar between the two groups. 
		                        		
		                        			Conclusion
		                        			In all aspects of efficacy, safety and QOL, RAD is non-inferior to PAD for the control of CINV in cancer patients receiving HEC. 
		                        		
		                        		
		                        		
		                        	
9.Mucosa-associated lymphoid tissue lymphoma on right lower eyelid previously diagnosed as lymphoid hyperplasia
Yang Seok KIM ; Young Cheon NA ; Woo Hoe HUH ; Ji Min KIM
Archives of Craniofacial Surgery 2019;20(1):66-70
		                        		
		                        			
		                        			Mucosa-associated lymphoid tissue (MALT) lymphoma is an uncommon form of non-Hodgkin lymphoma involving the mucosa-associated lymphoid tissue. Most commonly affected organ is the stomach. But, it could affect almost every organ in the whole body. If they have suspicious lesion, excision biopsy could be made. For staging, blood test including blood smear, abdomen and chest tomography or scan will be checked. Also, bone marrow test can be done if it is needed. The patient had visited the clinic for palpable mass on right lower eyelid. With excisional biopsy, it was diagnosed as lymphoid hyperplasia on pathologic test. But 2 years later, the patient came with recurrent symptom for our department with worry. At that time, we recommended excisional soft tissue biopsy under general anesthesia. Unfortunately, it was revealed MALT lymphoma on pathologic finding. It turned out to be stage 3 in Ann Arbor staging system without B symptoms. Hematologic consultation was made and she was treated with adjuvant chemotherapy for eight cycles to complete remission. We report a case of MALT lymphoma on subcutaneous tissue at right lower eyelid previously diagnosed as lymphoid hyperplasia.
		                        		
		                        		
		                        		
		                        			Abdomen
		                        			;
		                        		
		                        			Anesthesia, General
		                        			;
		                        		
		                        			Biopsy
		                        			;
		                        		
		                        			Bone Marrow
		                        			;
		                        		
		                        			Chemotherapy, Adjuvant
		                        			;
		                        		
		                        			Eyelids
		                        			;
		                        		
		                        			Hematologic Tests
		                        			;
		                        		
		                        			Humans
		                        			;
		                        		
		                        			Hyperplasia
		                        			;
		                        		
		                        			Lymphoid Tissue
		                        			;
		                        		
		                        			Lymphoma
		                        			;
		                        		
		                        			Lymphoma, B-Cell, Marginal Zone
		                        			;
		                        		
		                        			Lymphoma, Non-Hodgkin
		                        			;
		                        		
		                        			Stomach
		                        			;
		                        		
		                        			Subcutaneous Tissue
		                        			;
		                        		
		                        			Thorax
		                        			
		                        		
		                        	
10.Malignant pilomatricoma of the cheek in an infant.
Yang Seok KIM ; Young Cheon NA ; Woo Hoe HUH ; Ji Min KIM
Archives of Craniofacial Surgery 2018;19(4):283-286
		                        		
		                        			
		                        			Malignant pilomatricoma (pilomatrical carcinoma) is a rare, locally occurring malignant tumor with a high rate of recurrence in the case of incomplete excision. This tumor has two characteristics. First, recurrences of pilomatrical carcinoma are common; second, distant metastasis is rare, but if it occurs, it is very fatal. It has characteristic features of high mitotic counts, cellular atypia, and local invasion. Although fine needle aspiration and excisional biopsy could help to confirm this tumor diagnosis, pathologic findings are critical. Pilomatricomas have some characteristic features in histological aspect, such as epithelial islands of basaloid cells and shadow cells or ghost cell. Also, various types of immunohistochemical staining are used to confirm the diagnosis. Despite the lack of clear surgical criteria, treatment is a wide local excision with histologically clear resection margins with or without adjuvant radiotherapy.
		                        		
		                        		
		                        		
		                        			Biopsy
		                        			;
		                        		
		                        			Biopsy, Fine-Needle
		                        			;
		                        		
		                        			Cheek*
		                        			;
		                        		
		                        			Diagnosis
		                        			;
		                        		
		                        			Facial Neoplasms
		                        			;
		                        		
		                        			Humans
		                        			;
		                        		
		                        			Infant*
		                        			;
		                        		
		                        			Islands
		                        			;
		                        		
		                        			Neoplasm Metastasis
		                        			;
		                        		
		                        			Pilomatrixoma*
		                        			;
		                        		
		                        			Radiotherapy, Adjuvant
		                        			;
		                        		
		                        			Recurrence
		                        			
		                        		
		                        	
            
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