Publications
Projects
인공지능융합혁신인재양성. 정보통신기획평가원. 2023.07.01 - 2026.12.31. (공동)
BK21 4단계. Ajou DREAM 인공지능 혁신인재 양성사업단. 한국연구재단. 2020.09.01 - 2027.8.31. (공동)
기초과학연구소. 한국연구재단. 2021.03.01 - 2024.2.29. (공동)
한국인 갑상선암 환자 프로파일링 및 일반화 혼합모형에 기반한 예후 예측 모델 개발. 한국연구재단. 2017.09.01~2022.08.31. (책임)
의료데이터를 위한 통계적 모델링과 기계학습 모델링의 효율적인 통합적 방법론 연구. 아주대학교. 2018.10.01~2020.09.30. (책임)
보건의료 데이터 예측 모형을 위한 통계적 방법론 연구. 아주대학교.2019.10.01~2022.09.30.(공동)
센서퓨전을 통한 3D 물체 인식 알고리즘 개발 및 실무교육개발. 미래형자동차 R&D 전문인력 양성사업.2019.12.01~2020.02.29.(참여)
퇴행성 관절염의 위험 인자 파악을 통한 코호트 모집 및 조기 진단, 예측 시스템 개발. 한국연구재단. 2017.06.30-2022.06.29. (참여)
유압브레이카에서 발생하는 하자원인 예측 모델 설계 및 로직 설계. ㈜수산중공업. 2019.02.11~2019.05.10. (책임)
공급망 관리에서 수요 예측값 모델 정교화와 주문 추천 로직 설계. 엠즈 푸드시스템. 2019.01.02~2019.06.30. (책임)
공급망 관리에서 수요 예측 시스템과 주문 추천 시스템 로직 설계. 엠즈푸드시스템. 2018.7.9~2019.02.28. (책임)
빅데이터기반 지능형 CCTV영상 검색 및 법보행 신원확인 기술개발. 경찰청. 2018.02.01-2020.06.30. (참여)
로버스트한 중심합성계획과 반응표면 실험설계: 발목관절모델응용. 아주대학교. 2015.09.01~2017.09.01. (책임)
Books
박성현, 오진호, 권순선, 데이터사이언스의 매력: 데이터·AI 경제 시대의 미래경쟁력 (제2판), 자유아카데미, 2023.
박성현, 오진호, 권순선, 통계로 풀어가는 빅데이터, 한국표준협회미디어, 2016.
Papers
[2023]
I Kang, H Choi, YJ Yoon, J Park, SS Kwon*, C Park*. Fréchet distance-based cluster analysis for multi-dimensional functional data, Statistics and Computing 33(4), 75 (*co-correspondence)
SS Kwon, H Choi, W Lee, Y Kim, HC Kim, W Lee, Reformulating land-use regression method as sign-constrained regularized regressions: Advantages and improvements, Environmental Modelling & Software 162, 105653
I Kang, C Park, YJ Yoon, C Park, SS Kwon, H Choi, Classification of histogram-valued data with support histogram machines, Journal of Applied Statistics 50 (3), 675-690
SS Kwon, JS Kim, MJ Park, CW Park, SC Shin, JJ Jeon, HS Choi, Quantile estimation for encrypted data, APPLIED INTELLIGENCE, pp.1-10
[2022]
JJ Min*, SS Kwon*, KH Sung, KM Lee, H Lee, CY Chung, MS Park, What happens to the patella height in patients with cerebral palsy as they age , Journal of Pediatric Orthopaedics B 31 (2), 188-193 (*co-first author)
NT Kim, SS Kwon, MS Park, KM Lee, KH Sung, National Trends in Pediatric CT Scans in South Korea: A Nationwide Cohort Study, Journal of the Korean Society of Radiology 83 (1)
EJ Oh, JJ Min, SS Kwon, SB Kim, CW Choi, YH Jung, KJ Oh, JY Park, MS Park, Breech Presentation in Twins as a Risk Factor for Developmental Dysplasia of the Hip, Journal of Pediatric Orthopedics 42 (1), e55
SS Kwon, JD Yoo, SY Lee, Linear mixed modeling on the effects of varus knee surgery on the ankle joint weight-bearing axis, Foot and Ankle Surgery 28 (1), 114-118
권순선, 김낙철, 박문석, 이경민, 성기혁, National Trends in Pediatric CT Scans in South Korea: A Nationwide Cohort Study , KOREAN JOURNAL OF RADIOLOGY , pp.1 -11
[2021]
JJ Min*, SS Kwon*, KT Kim, Y Choi, KH Sung, KM Lee, MS Park, Evaluation of factors affecting external tibial torsion in patients with cerebral palsy, BMC musculoskeletal disorders 22 (1), 1-6 (*co-first author)
SH Moon, SS Kwon, MS Park, NT Kim, KH Sung, Change of limb alignment in Korean children and adolescents with idiopathic genu valgum, Medicine 100 (45)
NT Kim, SS Kwon, KJ Choi, MS Park, JY Chung, HS Han, KH Sung, Effect of screw configuration on the rate of correction for guided growth using the tension-band plate, Journal of Pediatric Orthopaedics 41 (10), e899-e903
CB Phan, KM Lee, SS Kwon, S Koo, Kinematic instability in the joints of flatfoot subjects during walking: A biplanar fluoroscopic study, Journal of Biomechanics 127, 110681
SY Kim, YI Kim, HJ Kim, H Chang, SM Kim, YS Lee, SS Kwon, H Shin, HS Chang, CS Park, New approach of prediction of recurrence in thyroid cancer patients using machine learning, Medicine 100 (42)
JJ Min*, SS Kwon*, KT Kim, KH Sung, KM Lee, Y Choi, MS Park, Blood Loss and Related Laboratory Changes after Single-Event Multilevel Surgery and Hip Reconstructive Surgery in Patients with Cerebral Palsy, Clinics in Orthopedic Surgery 13 (3), 406-414 (*co-first author)
JJ Min*, SS Kwon*, KH Sung, KM Lee, CY Chung, MS Park, Remodelling of femoral head deformity after hip reconstructive surgery in patients with cerebral palsy, The bone & joint journal 103 (1), 198-203 (*co-first author)
권순선, 김규태, 민재정, 박문석, 성기혁, 이경민, 최영, Blood Loss and Related Laboratory Changes after Single-Event Multilevel Surgery and Hip Reconstructive Surgery in Patients with Cerebral Palsy , CLINICS IN ORTHOPEDIC SURGERY , pp.406 -414
[2020]
KH Sung*, SS Kwon*, GH Cho, CY Chung, C Encisa, H Menal, U Narayanan, MS Park , Differences in responses to English and Korean versions of the Caregiver Priorities & Child Health Index of Life with Disabilities (CPCHILD), Health and Quality of Life Outcomes 18 (1), 1-7 (*co-first author)
JJ Min*, SS Kwon*, KH Sung, KM Lee, CY Chung, MS Park, Progression of planovalgus deformity in patients with cerebral palsy, BMC musculoskeletal disorders 21 (1), 1-8 (*co-first author)
SS Kwon, H Kim, SJ Shin, SY Lee, Optimization of tenocyte lineage-related factors from tonsil-derived mesenchymal stem cells using response surface methodology, Journal of Orthopaedic Surgery and Research 15, 1-9
JJ Min*, SS Kwon*, KH Sung, KM Lee, CY Chung, MS Park, Factors Affecting Subjective Symptoms in Children with Pes Planovalgus Deformity: A Study Using the Oxford Ankle Foot Questionnaire, JBJS 102 (17), 1479-1485 (*co-first author)
JJ Min*, SS Kwon*, KH Sung, KM Lee, CY Chung, MS Park, Factors affecting GDI improvement after single event multilevel surgery in patients with cerebral palsy, Gait & Posture 80, 101-105 (*co-first author)
KB Kwon, Y Choi, KH Sung, CY Chung, KM Lee, SS Kwon, GH Cho, MS Park, Correlation between accelerometer and questionnaire-based assessment of physical activity in patients with cerebral palsy, Clinics in orthopedic surgery 12 (1), 107-112
CY Chung*, SS Kwon*, MS Park, KM Lee, KH Sung, Surgical outcomes after single event multilevel surgery in cerebral palsy patients with mid-stance knee hyperextension, Gait & Posture 77, 1-5 (*co-first author)
KH Sung*, SS Kwon*, CY Chung, KM Lee, MS Park, Radiographic changes of the mid-tarsal joint after calcaneal lengthening for planovalgus foot deformity, Foot and Ankle Surgery 26 (1), 110-115 (*co-first author)
[2019]
SY Kim, SS Kwon, HJ Shin, BW Kim, SM Kim, JS Park, YS Lee, HJ Jang, HS Jang, Cost for treatment and follow-up of thyroid cancer increases according to the severity of disease , HEAD AND NECK-JOURNAL FOR THE SCIENCES AND SPECIALTIES OF THE HEAD AND NECK , Vol.41 , No.7 , pp.1 -4
[2018]
JH Kim, SS Kwon, JW Park, JH Bae, JS Sim, H Choi, Who are suitable for low-dose tamsulosin monotherapy as initial treatment strategy in male patients with lower urinary tract symptoms? , MEDICINE , pp.1 -7
SS Kwon, MH Nam, MS Park, KH Sung, YH Yoon, KM Lee, SY Lee, JH Jung, Short-Term Outcomes and Influencing Factors After Ankle Fracture Surgery , JOURNAL OF FOOT & ANKLE SURGERY , Vol.57 , No.6 , pp.1096 -1100
SS Kwon, KH Sung, JY Kim, KM Lee, JY Jung, MS Park, Use of iliac crest allograft for Dega pelvic osteotomy in patients with cerebral palsy , BMC MUSCULOSKELETAL DISORDERS , Vol.19 , pp.1 -9
SS Kwon, KH Sung, KM Lee, JY Jung, KH Cho, MS Park, Long-term outcomes over 10 years after femoral derotation osteotomy in ambulatory children with cerebral palsy , GAIT & POSTURE , pp.119 -125
SS Kwon, SJ Moon, KH Sung, SY Lee, Radiographic evaluation of the normal ankle joint in children and adolescent , JOURNAL OF ORTHOPAEDIC SCIENCE , pp.1 -7
SS Kwon, SW Kim, MS Park, KM Lee, SY Lee, JY Jung, Influence of surgery involving tendons around the knee joint on ankle motion during gait in patients with cerebral palsy , BMC MUSCULOSKELETAL DISORDERS , pp.1 -7
SH Park, JH Oh, SS Kwon, Graphical evaluation of robust parameter designs based on extended scaled prediction variance and extended spherical average prediction variance , COMMUNICATIONS IN STATISTICS-THEORY AND METHODS , pp.1 -10
[2017]
SS Kwon, YD Ko, DJ Kim, JH Ahn, YH Yoon, SY Lee, Influence of growth hormone treatment on radiographic indices of the spine: propensity-matched analysis , JOURNAL OF ORTHOPAEDIC SURGERY AND RESEARCH , pp.1 -9
SH Park, JH Oh, SS Kwon, Extended scaled prediction variance optimality for modified central composite design , COMMUNICATIONS IN STATISTICS-THEORY AND METHODS , Vol.46 , No.19 , pp.9614 -9624
SS Kwon, SW Kim, JH Bae, DK Shin, TK Yoo, GW Lee, S Cho, H Choi, YH Kim, A multicenter real-life study of the efficiency of an alpha-blocker with or without anticholinergic agent (imidafenacin) treatment in patients with lower urinary tract symptoms/benign prostatic hyperplasia and storage symptoms , INTERNATIONAL JOURNAL OF CLINICAL PRACTICE , Vol.71 , No.5 , pp.1 -8
SS Kwon, SJ Moon, JY Kim, MS Park, KH Sung, KM Lee, KW Lee, JW Lee, MK Jung, JY Jung, BC Cho, Incidence and risk factors of hardware-related complications after proximal femoral osteotomy in children and adolescents , JOURNAL OF PEDIATRIC ORTHOPAEDICS-PART B , pp.1 -10
BC Cho, SS Kwon, JY Kim, SY Moon, KH Sung, KM Lee, IH Lee, HW Lim, JY Kim, MS Park, Undercorrection of planovalgus deformity after calcaneal lengthening in parients with cerebral palsy , JOURNAL OF PEDIATRIC ORTHOPAEDICS-PART B , pp.1 -10
[2016]
SS Kwon, TH Kim, SY Lee, SJ Sin, Is central skeleton bone quality a preedictor of the severity of proximal humeral fractures , INJURY-INTERNATIONAL JOURNAL OF THE CARE OF THE INJURED , pp.2777 -2782
SS Kwon, JY Kim, SJ Moon, KH Sung, KM Lee, KJ Jung, MK Jung, JY Jung, BC Cho, MS Park, Association of gross motor function classification system level and school attendance with bone mineral density in patients with cerebral palsy , JOURNAL OF CLINICAL DENSITOMETRY , pp.1 -6
SS Kwon, KB Kim, MK Chung, MS Park, S Koo, SY Lee, KM Lee, Is there a relationship between bone morphology and injured ligament on imaging studies and laxity on ankle stress radiographs? , INTERNATIONAL JOURNAL OF SPORTS MEDICINE , pp.1080 -1086
KH Sung, SS Kwon, MS Park, KM Lee, KW Lee, KS Lee, YJ Jung, JY Jung, HM Cha, Performances of a protector against scattered radiation during intraoperative use of a C-arm fluoroscope , JOURNAL OF RADIOLOGICAL PROTECTION , pp.629 -640
JY Park, SS Kwon, SY Moon, MS Park, KH Sung, KM Lee, JY Jung, BC Cho, Y Choi, Progression of hip displacement during radiographi surveillance in patients with cerebral palsy , JOURNAL OF KOREAN MEDICAL SCIENCE , pp.1143 -1149
SS Kwon, Arif Zulkarnain, YS Kim, SY Moon, KH Sung, KM Lee, MK Jung, JY Jung, BC Cho, MS Park, Osteopenic features of the hip joint in patients with cerebral palsy: a hospital-based study , DEVELOPMENTAL MEDICINE AND CHILD NEUROLOGY , pp.1 -6
SY Lee, SS Kwon, MS Park, KH Sung, HS Jung, KM Lee, Influence of ankle fracture surgery on glycemic control in patients with diabetes , BMC MUSCULOSKELETAL DISORDERS , pp.1 -6
SH Won, SS Kwon, SY Moon, MS Park, KM Lee, IH Lee, KJ Jung, MK Jung, JY Jung, Stepwise surgical approach to equinocavovarus in patients with cerebral palsy , JOURNAL OF PEDIATRIC ORTHOPAEDICS , pp.112 -118
YA Song, SS Kwon, JH Kim, SH Doo, YS Song, WJ Yang, Is There Any Relation Between the Degree of Fatty Liver Disease and Severity of Lower Urinary Tract Symptoms? , UROLOGY , pp.90 -95
SS Kwon, BK Kim, TK Kim, SY Moon, MS Park, C Yoon, TS Lee, KJ Jung, KM Lee, Factors Affecting Length of Hospital Stay and Mortality in Infected Diabetic Foor Ulcers Undergoing Surgical Drainage without Major Amputation , JOURNAL OF KOREAN MEDICAL SCIENCE , pp.120 -124
[2015]
SS Kwon, YM Ko, HY Seon, SH Song, YS Song, SL Sim, IS Jung, JH Kim, Geographic Distribution of Urologists in Korea, 2007 to 2012 , JOURNAL OF KOREAN MEDICAL SCIENCE , Vol.30 , No.11 , pp.1638 -1645
YS Lee, SS Kwon, Carol O'Sullivan, MS Park, KH Lee, JH Lee, JW Jung, Push-Recovery Stability of Biped Locomotion , ACM TRANSACTIONS ON GRAPHICS , Vol.34 , No.6 , pp.180 -189
KM Lee, SS Kwon, TK Kim, SY Lee, JY Jung, Y Choi, MS Park, Gender- and body-site-specific factors associated with bone mineral density in a non-institutionalized Korean population aged>=50 years , JOURNAL OF BONE AND MINERAL METABOLISM , Vol.33 , No.4 , pp.401 -409
IH Lee, SS Kwon, SY Moon, KM Lee, KJ Jung, MK Jung, JY Jung, MS Park, Incidence and Risk Factors of Allograft Bone Failure After Calcaneal Lengthening , CLINICAL ORTHOPAEDICS AND RELATED RESEARCH , Vol.473 , No.5 , pp.1765 -1774
HM Son, SY Lee, SS Kwon, SH Doo, KH Sung, KM Lee, SH Lee, JY Jung, MS Park, Perioperative complications of orthopedic surgery for lower extremity in patients with cerebral palsy. , JOURNAL OF KOREAN MEDICAL SCIENCE , Vol.30 , No.4 , pp.489 -494
JH Kim, SL Sim, SS Kwon, HJ Kim, JH Bae, WJ Lee, BC Cheon, H Choi, Association between self-perception period of lower urinary tract symptoms and International Prostate Symptom Score: a propensity score matching study , BMC UROLOGY , Vol.15 , No.30 , pp.1 -7
SY Lee, SS Kwon, B.C.Min, JH Kim, JY Kim, HS Kim, SJ Moon, JH Yoo, KH Sung, Reliability and validity of lower extremity computed tomography as a screening tool for osteoporosis , OSTEOPOROSIS INTERNATIONAL , Vol.26 , No.4 , pp.1387 -1394
JH Kim, SS Kwon, SH Doo, YS Song, KS Cho, SS Hong, JY Hwang, WJ Yang, Which anthropometric measurements including visceral fat, subcutaneous fat, body mass index, and waist circumference could predict the urinary stone composition most? , BMC UROLOGY , Vol.15 , No.17 , pp.1 -8
KH Sung, SS Kwon, YS Ban, KM Lee, SY Lee, JY Jung, MS Park, What are the risk factors associated with urinary retention after orthopaedic surgery? , BIOMED RESEARCH INTERNATIONAL , Vol.2015 , No.613216 , pp.1 -5
SE Song, SS Kwon, CH Kim, BY Seo, KS Son, OH Woo, KL Cho, SB Cho, Computer-aided detection (CAD) system for breast MRI in assessment of local tumor extent, nodal status, and multifocality of invasive breast cancers: preliminary study , CANCER IMAGING , Vol.15 , No.1 , pp.1 -10
KM Lee, SS Kwon, TK Kim, SY Moon, MS Park, JW Park, IH Lee, KJ Jung, JY Jung, Bone mineral density is not associated with musculoskeletal pain in postmenopausal Korean women aged≥50 years , CLINICAL RHEUMATOLOGY , Vol.34 , No.2 , pp.337 -343
JH Oh, SS Kwon, SW Kim, JL Oh, K Huh , The change of macular thickness following single-session pattern scan laser panretinal photocoagulation for diabetic retinopathy , GRAEFES ARCHIVE FOR CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY , Vol.253 , No.1 , pp.57 -63
SY Lee, SS Kwon, MS Park, KM Lee, JY Jung, KJ Cho, Annual changes in radiographic indices of the spine in cerebral palsy patients , EUROPEAN SPINE JOURNAL , pp.1 -8