Publication

International Journals

"Fully Automatic Volume Measurement of the Adrenal Gland on CT Using Deep Learning to Classify Adrenal Hyperplasia" (2022)
관리자 2023-05-05 72

Author: Taek Min Kim, Seung Jae Choi, Ji Yeon Ko, Sungwan Kim, Chang Wook Jeong, Jeong Yeon Cho, Sang Youn Kim, and Young-Gon Kim Journal: European Radiology pp. 1-11, Dec. 2022 https://link.springer.com/article/10.1007/s00330-022-09347-5

"Machine Learning Analysis to Identify Data Entry Errors in Prehospital Patient Care Reports: A Case Study of a National Out-of-Hospital Cardiac Arrest Registry" (2022)
관리자 2023-04-11 1,052

Author: Dong Hyun Choi, Jeong Ho Park, Young Ho Choi, Kyoung Jun Song, Sungwan Kim, Sang Do Shin Journal: Prehospital Emergency Care pp. 1-9, Nov. 2022 https://www.tandfonline.com/doi/full/10.1080/10903127.2022.2137745

"Diagnostic Assessment of Deep Learning Algorithms for Frozen Tissue Section Analysis in Women with Breast Cancer" (2022)
관리자 2023-04-11 125

Author: Young-Gon Kim, In Hye Song, Seung Yeon Cho, Sungchul Kim, Milim Kim, Soomin Ahn, Hyunna Lee, Dong Hyun Yang, Namkug Kim, Sungwan Kim, Taewoo Kim, Daeyoung Kim, Jonghyeon Choi, Ki-Sun Lee, Minuk Ma, Minki Jo, So Yeon Park, Gyungyub Gong Journal: Cancer Research and Treatment Sep. 2022 https://www.e-crt.org/journal/view.php?doi=10.4143/crt.2022.055

"A development of a graph-based ensemble machine learning model for skin sensitization hazard and potency assessment" (2022)
관리자 2023-04-11 99

Author: Byoungjun Jeon, Min Hyuk Lim, Tae Hyun Choi, Byeong-Cheol Kang, Sungwan Kim Journal: Journal of Applied Toxicology Vol. 42, No. 11, pp. 1832-1842, Nov. 2022 https://analyticalsciencejournals.onlinelibrary.wiley.com/doi/10.1002/jat.4361

"Usage of the Internet of Things in Medical Institutions and its Implications" (2022)
관리자 2023-04-11 60

Author: Hyoun-Joong Kong, Sunhee An, Sohye Lee, Sujin Cho, Jeeyoung Hong, Sungwan Kim, Saram Lee Journal: Healthcare Informatics Research Vol. 28, No. 4, pp. 287-296, Oct. 2022 https://www.e-hir.org/journal/view.php?doi=10.4258/hir.2022.28.4.287

"Automation of generative adversarial network-based synthetic data-augmentation for maximizing the diagnostic performance with paranasal imaging" (2022)
관리자 2023-04-11 59

Author: Hyoun-Joong Kong, Jin Youp Kim, Hye-Min Moon, Hae Chan Park, Jeong-Whun Kim, Ruth Lim, Jonghye Woo, Georges El Fakhri, Dae Woo Kim & Sungwan Kim Journal: Scientific Reports pp. 18118, Oct. 2022 https://www.nature.com/articles/s41598-022-22222-z

"Evaluation of Motion Segment Size as a New Sensor-based Functional Outcome Measure in Stroke Rehabilitation" (2022)
관리자 2023-04-11 55

Author: Hyung Seok Nam, Woo Hyung Lee, Han Gil Seo, Matthew Smuck, and Sungwan Kim Journal: JOURNAL OF INTERNATIONAL MEDICAL RESEARCH Sep. 2022 https://pubmed.ncbi.nlm.nih.gov/36129970/

"Exploring User Perspectives on a Robotic Arm with Brain-Machine Interface: A Qualitative Focus Group Study" (2022)
관리자 2023-04-11 60

Author: Moon Young Kim, Jung Youn Park, Ja-ho Leigh, Yoon Jae Kim, Hyung Seok Nam, Han Gil Seo, Byung-mo Oh, Sungwan Kim, and Moon Suk Bang Journal: MEDICINE Vol. 101, No. 36, pp. e30508, Aug. 2022 https://journals.lww.com/md-journal/Fulltext/2022/09090/Exploring_user_perspectives_on_a_robotic_arm_with.99.aspx

"A Study on the VR Goggle-based Vision System for Robotic Surgery" (2022)
관리자 2023-04-11 70

Author: Young Gyun Kim, Gyeongbin Mun, Myungjoon Kim, Byoungjun Jeon, Jong Hyeon Lee, Dan Yoon, Byeong Soo Kim, Seong-Ho Kong, Chang Wook Jeong, and Kyu Eun Lee, Min Woo Cho, and Sungwan Kim Journal: INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS Vol. 20, pp. 2959-2971, Aug. 2022 https://link.springer.com/article/10.1007/s12555-021-1044-6

"Multi-task disentangled autoencoder for time-series data in glucose dynamics" (2022)
관리자 2023-04-11 57

Author: Min Hyuk Lim, Young Min Cho, and Sungwan Kim Journal: IEEE Journal of Biomedical and Health Informatics Vol. 26, No. 9, pp. 4702-4713, May. 2022 https://ieeexplore.ieee.org/document/9779115

"Prediction of bacteremia at the emergency department during triage and disposition stages using machine learning models" (2022)
관리자 2023-04-11 48

Author: Dong Hyun Choi, Ki Jeong Hong, Jeong Ho Park, Sang Do Shin, Young Sun Ro, Kyoung Jun Song, Ki Hong Kim, Sungwan Kim Journal: American Journal of Emergency Medicine Vol. 53, pp. 86-93, March. 2022 https://www.sciencedirect.com/science/article/pii/S0735675721010366

"Review of Smart Hospital Services in Real Healthcare Environments" (2022)
관리자 2023-04-11 52

Author: Hyuktae Kwon, SunHee An, Ho-Young Lee, Won Chul Cha, Sungwan Kim, Minwoo Cho, and Hyoun-Joong Kong Journal: Healthcare Informatics Research Vol. 28, No. 1, pp. 3-15, Jan. 2022 https://www.e-hir.org/journal/view.php?doi=10.4258/hir.2022.28.1.3

"Colonoscopic image synthesis with generative adversarial network for enhanced detection of sessile serrated lesions using convolutional neural network" (2022)
관리자 2023-04-11 71

Author: Dan Yoon, Hyoun‑Joong Kong, Byeong Soo Kim, Woo Sang Cho, Jung Chan Lee, Minwoo Cho, Min Hyuk Lim, SunYoungYang, Seon Hee Lim, Jooyoung Lee, Ji Hyun Song, Goh Eun Chung, Ji Min Choi, HaeYeon Kang, Jung Ho Bae & Sungwan Kim Journal: Scientific Reports Vol. 12, No. 261, pp. 1-12, Jan. 2022 https://www.nature.com/articles/s41598-021-04247-y

"A blood glucose control framework based on reinforcement learning with safety and interpretability: In silico validation" (2021)
관리자 2023-04-11 44

Author: Min Hyuk Lim, Woo Hyung Lee, Byoungjun Jeon, and Sungwan Kim Journal: Institute of Electrical and Electronics Engineers Vol. 9, pp. 105756-105775, Jul. 2021 https://ieeexplore.ieee.org/document/9496615

"Prediction of Neurological Outcomes in Out-of-hospital Cardiac Arrest Survivors Immediately after Return of Spontaneous Circulation: Ensemble Technique with Four Machine Learning Models" (2021)
관리자 2023-04-11 43

Author: Ji Han Heo, Taegyun Kim, Jonghwan Shin, Gil Joon Suh, Joonghee Kim, Yoon Sun Jung, Seung Min Park, Sungwan Kim Journal: Journal of Korean Medical Science Vol. 36, No. 28, pp. 378-385, Jul. 2021 https://jkms.org/DOIx.php?id=10.3346/jkms.2021.36.e187