Assessment of deep neural networks for the diagnosis of benign and malignant skin neoplasms in comparison with dermatologists: A retrospective validation study
Han, Seung Seog, Moon, Ik Jun, Kim, Seong Hwan, Na, Jung-Im, Kim, Myoung Shin, Park, Gyeong Hun, Park, Ilwoo, Kim, Keewon, Lim, Woohyung, Lee, Ju Hee, Chang, Sung Eun
Published in PLoS medicine (25.11.2020)
Published in PLoS medicine (25.11.2020)
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Journal Article
Classification of the Clinical Images for Benign and Malignant Cutaneous Tumors Using a Deep Learning Algorithm
Han, Seung Seog, Kim, Myoung Shin, Lim, Woohyung, Park, Gyeong Hun, Park, Ilwoo, Chang, Sung Eun
Published in Journal of investigative dermatology (01.07.2018)
Published in Journal of investigative dermatology (01.07.2018)
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Journal Article
Automated detection and classification of the proximal humerus fracture by using deep learning algorithm
Chung, Seok Won, Han, Seung Seog, Lee, Ji Whan, Oh, Kyung-Soo, Kim, Na Ra, Yoon, Jong Pil, Kim, Joon Yub, Moon, Sung Hoon, Kwon, Jieun, Lee, Hyo-Jin, Noh, Young-Min, Kim, Youngjun
Published in Acta orthopaedica (04.07.2018)
Published in Acta orthopaedica (04.07.2018)
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Journal Article
Deep neural networks show an equivalent and often superior performance to dermatologists in onychomycosis diagnosis: Automatic construction of onychomycosis datasets by region-based convolutional deep neural network
Han, Seung Seog, Park, Gyeong Hun, Lim, Woohyung, Kim, Myoung Shin, Na, Jung Im, Park, Ilwoo, Chang, Sung Eun
Published in PloS one (19.01.2018)
Published in PloS one (19.01.2018)
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Augmenting the accuracy of trainee doctors in diagnosing skin lesions suspected of skin neoplasms in a real-world setting: A prospective controlled before-and-after study
Kim, Young Jae, Na, Jung-Im, Han, Seung Seog, Won, Chong Hyun, Lee, Mi Woo, Shin, Jung-Won, Huh, Chang-Hun, Chang, Sung Eun
Published in PloS one (21.01.2022)
Published in PloS one (21.01.2022)
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Journal Article
The degradation of performance of a state-of-the-art skin image classifier when applied to patient-driven internet search
Han, Seung Seog, Navarrete-Dechent, Cristian, Liopyris, Konstantinos, Kim, Myoung Shin, Park, Gyeong Hun, Woo, Sang Seok, Park, Juhyun, Shin, Jung Won, Kim, Bo Ri, Kim, Min Jae, Donoso, Francisca, Villanueva, Francisco, Ramirez, Cristian, Chang, Sung Eun, Halpern, Allan, Kim, Seong Hwan, Na, Jung-Im
Published in Scientific reports (28.09.2022)
Published in Scientific reports (28.09.2022)
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Journal Article
Evaluation of the Pinhole Method Using Carbon Dioxide Laser on Facial Telangiectasia
Woo, Sang Seok, Gwak, Hongki, Han, Seung Seog, Suh, In Suck, Kim, Seong Hwan
Published in Journal of clinical medicine (01.04.2023)
Published in Journal of clinical medicine (01.04.2023)
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Journal Article
Multiple mucinous and lipomatous variant of eccrine angiomatous hamartoma associated with spindle cell hemangioma: a novel collision tumor?
Lee, Hae‐Woong, Han, Seung‐Seog, Kang, Jun, Lee, Mi‐Woo, Choi, Jee‐Ho, Moon, Kee‐Chan, Koh, Jai‐Kyoung
Published in Journal of cutaneous pathology (01.04.2006)
Published in Journal of cutaneous pathology (01.04.2006)
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Journal Article
Treatment of Elastosis Perforans Serpiginosa with the Pinhole Method Using a Carbon Dioxide Laser
YANG, JI HYE, HAN, SEUNG SEOG, WON, CHONG HYUN, CHANG, SUNG EUN, LEE, MI WOO, CHOI, JEE HO, MOON, KEE CHAN
Published in Dermatologic surgery (01.04.2011)
Published in Dermatologic surgery (01.04.2011)
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Split-face comparative study of 1550 nm fractional photothermolysis and trichloroacetic acid 15% chemical peeling for facial melasma in Asian skin
Hong, Seung-Phil, Han, Seung-Seog, Choi, Seok-Joo, Kim, Myoung-Shin, Won, Chong-Hyun, Lee, Mi-Woo, Choi, Jee-Ho, Moon, Kee-Chan, Kim, Youn Jin, Chang, Sung-Eun
Published in Journal of cosmetic and laser therapy (01.04.2012)
Published in Journal of cosmetic and laser therapy (01.04.2012)
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Journal Article
Q-Switched Nd:YAG Laser Therapy of Acquired Bilateral Nevus of Ota-like Macules
Lee, Woo Jin, Han, Seung Seog, Chang, Sung Eun, Lee, Mi Woo, Choi, Jee Ho, Moon, Kee Chan, Koh, Jai Kyoung
Published in Annals of dermatology (01.08.2009)
Published in Annals of dermatology (01.08.2009)
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Journal Article
Augmented Intelligence Dermatology: Deep Neural Networks Empower Medical Professionals in Diagnosing Skin Cancer and Predicting Treatment Options for 134 Skin Disorders
Han, Seung Seog, Park, Ilwoo, Eun Chang, Sung, Lim, Woohyung, Kim, Myoung Shin, Park, Gyeong Hun, Chae, Je Byeong, Huh, Chang Hun, Na, Jung-Im
Published in Journal of investigative dermatology (01.09.2020)
Published in Journal of investigative dermatology (01.09.2020)
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Journal Article
Keratinocytic Skin Cancer Detection on the Face Using Region-Based Convolutional Neural Network
Han, Seung Seog, Moon, Ik Jun, Lim, Woohyung, Suh, In Suck, Lee, Sam Yong, Na, Jung-Im, Kim, Seong Hwan, Chang, Sung Eun
Published in JAMA dermatology (Chicago, Ill.) (01.01.2020)
Published in JAMA dermatology (Chicago, Ill.) (01.01.2020)
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Journal Article
Melanoma detection: Evaluating the classification performance of a deep convolutional neural network and dermatologist assessment via a mobile app in an Italian real-world setting
Cassalia, Fortunato, Han, Seung Seog, Cazzaniga, Simone, Naldi, Luigi
Published in Journal of the European Academy of Dermatology and Venereology (01.09.2024)
Published in Journal of the European Academy of Dermatology and Venereology (01.09.2024)
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Journal Article
Checklist for Evaluation of Image-Based Artificial Intelligence Reports in Dermatology: CLEAR Derm Consensus Guidelines From the International Skin Imaging Collaboration Artificial Intelligence Working Group
Daneshjou, Roxana, Barata, Catarina, Betz-Stablein, Brigid, Celebi, M Emre, Codella, Noel, Combalia, Marc, Guitera, Pascale, Gutman, David, Halpern, Allan, Helba, Brian, Kittler, Harald, Kose, Kivanc, Liopyris, Konstantinos, Malvehy, Josep, Seog, Han Seung, Soyer, H Peter, Tkaczyk, Eric R, Tschandl, Philipp, Rotemberg, Veronica
Published in JAMA dermatology (Chicago, Ill.) (01.01.2022)
Published in JAMA dermatology (Chicago, Ill.) (01.01.2022)
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Evaluation of Artificial Intelligence–Assisted Diagnosis of Skin Neoplasms: A Single-Center, Paralleled, Unmasked, Randomized Controlled Trial
Han, Seung Seog, Kim, Young Jae, Moon, Ik Jun, Jung, Joon Min, Lee, Mi Young, Lee, Woo Jin, Won, Chong Hyun, Lee, Mi Woo, Kim, Seong Hwan, Navarrete-Dechent, Cristian, Chang, Sung Eun
Published in Journal of investigative dermatology (01.09.2022)
Published in Journal of investigative dermatology (01.09.2022)
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