SCI/SCIE, Top-tier Conferences

• Youngchan Lee, Wonsang You,  "EBAT: Enhanced Bidirectional and Autoregressive Transformers for Removing Hairs in Hairy Dermoscopic Images," IEEE Access, vol. 11, pp. 14225-14235 (2023).

• Stavros Trakoshis, Pablo Martínez-Cañada, Federico Rocchi, Carola Canella, Wonsang You, Bhismadev Chakrabarti, Amber N. V. Ruigrok, Edward T. Bullmore, John Suckling, Marija Markicevic, Valerio Zerbi, MRC AIMS Consortium, Simon Baron-Cohen, Alessandro Gozzi, Meng-Chuan Lai, Stefano Panzeri, Michael V. Lombardo, "Intrinsic excitation-inhibition imbalance affects medial prefrontal cortex differently in autistic men versus women," eLife, vol. 9, e55684 (2020).

• Nickie Andescavage, Wonsang You, Marni Jacobs, Kushal Kapse, Jessica Quistorff, Dorothy Bulas, Homa Ahmadzia, Alexis Gimovsky, Ahmet Baschat, Catherine Limperopoulos, "Exploring in vivo placental microstructure in healthy and growth-restricted pregnancies through diffusion-weighted magnetic resonance imaging," Placenta, vol. 93, 113-118 (2020).

• Wonsang You, Nickie Andescavage, Kushal Kapse, Mary Donofrio, Marni Jacobs, Catherine Limperopoulos, "Hemodynamic Responses of the Placenta and Brain to Maternal Hyperoxia in Fetuses with Congenital Heart Disease by Using Blood Oxygen–Level Dependent MRI", Radiology, 294:1, 141-148 (2020).

Scopus

• Bumjin Park, Wonsang You, "CF-ESRT: Coarse-to-Fine Efficient Super Resolution Transformers for Clinical-to-Dermoscopic Image Reconstruction," Journal of Imaging (2023). under review

• Wonsang You, Iordanis E. Evangelou, Zungho Zun, Nickie Andescavage, Catherine Limperopoulos, "Robust preprocessing for stimulus-based functional MRI of the moving fetus", Journal of Medical Imaging, 3(2), 026001 (Apr 05, 2016).

• Wonsang You, M.S. Houari Sabirin, and Munchurl Kim, "Moving object tracking in H.264/AVC bitstream," Lecture Notes in Computer Science, vol. 4577, pp. 483-492 (2007).

• Anusree P. S., Bumjin Park, Wonsang You, "CBCT-guided 3D Dental Structure Reconstruction from Panoramic X-ray: A Preprocessing Pipeline," The 1st International Conference on Convergence Signal Processing Technology 2023 (ICSPT 2023), Jeju, South Korea (February 2023)

• Chaitra Dayananda, Wonsang You, Jae Young Choi, Bumshik Lee, "Skin lesion segmentation in dermoscopic images using CNN architecture," 2021 International Conference on Information and Communication Technology Convergence (ICTC 2021), Jeju, South Korea (October 2021).

• Wonsang You, Feng Xu, Catherine Limperopoulos, "Linear convolution model of fetal circulation for hemodynamic responses to maternal hyperoxia using in utero functional MRI," in 2018 IEEE International Symposium on Biomedical Imaging (ISBI 2018), Washington, DC (April 2018).

• Antonio R. Porras, Gemma Piella, Wonsang You, Catherine Limperopoulos, Marius G. Linguraru, "Quantification of oxygen changes in the placenta from BOLD MR image sequences,"  Proc. SPIE 10134, Medical Imaging 2017: Computer-Aided Diagnosis, 1013406, Orlando, Florida, USA (March 3, 2017) .

• Wonsang You, Nickie Andescavage, Zungho Zun, Catherine Limperopoulos, "Semi-automatic segmentation of the placenta into fetal and maternal compartments using intravoxel incoherent motion MRI," Proc. SPIE 10137, Medical Imaging 2017: Biomedical Applications in Molecular, Structural, and Functional Imaging, 1013726, Orlando, Florida, USA (March 13, 2017).

• Wonsang You, Ahmed Serag, Iordanis E. Evangelou, Nickie Andescavage, Catherine Limperopoulos, "Robust motion correction and outlier rejection of in vivo functional MR images of the fetal brain and placenta during maternal hyperoxia," Proc. SPIE 9417, Medical Imaging 2015: Biomedical Applications in Molecular, Structural, and Functional Imaging , 94170O, Orlando, Florida, USA (March 17, 2015).

• Wonsang You, Sophie Achard, Jörg Stadler, Bernd Brückner, and Udo Seiffert, "Fractal analysis of resting state functional connectivity of the brain," 2012 International Joint Conference on Neural Networks (IJCNN 2012), Brisbane, Australia (June 2012).

• Wonsang You, M.S. Houari Sabirin, and Munchurl Kim, "Real-time detection and tracking of multiple objects with partial decoding in H.264/AVC bitstream domain," Proc. SPIE 7244, Real-Time Image and Video Processing 2009, 72440D, San Jose, California, USA (February 4, 2009).

• Andescavage Nickie, Chornock Rebecca L, Kapse Kushal, You Wonsang, Limperopoulos Catherine, "Placental microstructure in diabetic pregnancies assessed by diffusion-weighted magnetic resonance imaging (DW-MRI)," The 16th biennial meeting of the Diabetes in Pregnancy Study Group of North America (DPSG-NA), Washington, DC (October 2019).

• Stavros Trakoshis, Wonsang You, Simon Baron-Cohen, Bhismadev Chakrabarti, Amber Ruigrok, Ed Bullmore, John Suckling, Meng-Chuan Lai, Michael Lombardo, "Endogenous BOLD Signal Complexity of vmPFC is Different Between Autistic Men and Women," The 25th annual meeting of the Organization for Human Brain Mapping (OHBM), Rome, Italy (June 2019).

• Dhineshvikram Krishnamurthy, Wonsang You, Kushal Kapse, Catherine Limperopoulos, "Real-time Ultrafast Fetal Brain Localization using Convolutional Neural Networks," ISMRM 27th Annual Meeting & Exhibition 2019, Montréal, QC, Canada (May 2019).

• Zhao Li, Wonsang You, Josepheen De Asis-Cruz, Subechhya Pradhan, Zungho Zun, Catherine Limperopoulos, "Improved data availability in neonatal and placental BOLD studies with a fast correction of non-physiological shift," The Pediatric Academic Societies (PAS) Meeting 2019, Baltimore, MD (April 2019).

• Wonsang You, Nickie Andescavage, Kushal Kapse, Mary Donofrio, Catherine Limperopoulos, "Altered placental hemodynamic response following maternal hyperoxia in pregnancies complicated by fetal congenital heart disease," The 5th annual meeting of the Human Placenta Project, Bethesda, MD (November 2018).

• Wonsang You, Kushal Kapse, Yao Wu, Dhineshvikram Krishnamurthy, Catherine Limperopoulos, "Automatic segmentation of the fetal brain using multi-scale 3D convolutional neural network: a pilot study," The ISMRM Workshop on Machine Learning, Part II, Washington, DC (October 2018).

• Nickie Andescavage, Wonsang You, Kushal Kapse, Ian Messing, Sonia Dahdouh, Dorothy Bulas, Ahmet Baschat, Adre du Plessis, Catherine Limperopoulos, "Placental microcirculation in healthy and high risk human pregnancies using advanced MRI," The Pediatric Academic Societies (PAS) Meeting, Toronto (May 2018).

• Wonsang You, Kushal Kapse, Ian Messing, Feng Xu, Mary Donofrio, Catherine Limperopoulos, "Altered placental hemodynamic response to maternal hyperoxia in fetuses with congenital heart disease using functional magnetic resonance imaging," The Pediatric Academic Societies (PAS) Meeting, Toronto (May 2018).

• Wonsang You, Anita Krishnan, Linda White, Kushal Kapse, Zungho Zun, Catherine Limperopoulos, "Diffusion weighted imaging of the placenta in gestational diabetes: a feasibility study," ISMRM Workshop on MRI of the Placenta, Atlanta, GA (February 2018).

• Nickie Andescavage, Wonsang You, Sonia Dahdouh, Dorothy Bulas, Adre du Plessis, Catherine Limperopoulos, "Placental diffusion and perfusion in healthy and growth-restricted fetuses using IVIM," ISMRM Workshop on MRI of the Placenta, Atlanta, GA (February 2018).

• Wonsang You, Kushal Kapse, Ian Messing, Feng Xu, Mary Donofrio, Catherine Limperopoulos, "Hyperoxic R2* changes in the placenta and brain in fetuses with congenital heart disease," ISMRM Workshop on MRI of the Placenta, Atlanta, GA (February 2018).

• Yao Wu, Sonia Dahdouh, Marine Bouyssi-Kobar, Manoj Kumar, Josepheen Cruz, Wonsang You, Catherine Limperopoulos, "Improved infant MRI brain extraction utilizing clustering and morphological approaches," International Society for Magnetic Resonance in Medicine (ISMRM) (April 2017).

• Wonsang You, Mary Donofrio, David Wessel, Zungho Zun, Josepheen De Asis-Cruz, Gilbert Vezina, Dorothy Bulas, Richard Jonas, Adre du Plessis, Catherine Limperopoulos, "Maternal hyperoxia increases cerebral oxygenation in fetuses with complex congenital heart disease: a functional MRI study," Circulation. 132(Suppl. 3), A19532 (2015).

• Wonsang You, Shuo-Tse Hsu, Iordanis Evangelou, Mary Donofrio, Nickie Andescavage, Gilbert Vezina, Dorothy Bulas, Adre J. DuPlessis, Catherine Limperopoulos, "Altered fetal brain-placenta hemodynamic interaction in fetuses with complex congenital heart disease: A functional MRI study," Prenatal Diagnosis, 35(Suppl. 1): 1–26 (2015). Top Young Investigator Abstract.

• Wonsang You, Iordanis Evangelou, Nickie Andescavage, Catherine Limperopoulos, "Outlier rejection, data imputation and denoising in stimulus-based fMRI of the moving fetus," IEEE EMBS Brain Grand Challenges Conference (November 2014).

• Wonsang You and Jörg Stadler, "Fractal-driven distortion of resting state functional networks in fMRI: a simulation study," Brain Connectivity 2012 (September 2012).

• Wonsang You, Sophie Achard, and Jörg Stadler, "Fractal-based linear model of resting state hemodynamic response in fMRI," BMC Neuroscience 2012, 13 (Suppl 1), P35 (July 2012).

• Wonsang You and Jörg Stadler, "Fractal-based correlation analysis for resting state functional connectivity of the rat brain in functional MRI," CBBS Educational Workshop on Resting State fMRI (April 2010).

• Gyubin Lee,  Youngchan Lee, Wonsang You, "A Pilot Study on Outpainting-powered Pet Pose Estimation," Journal of Korea Institute of Convergence Signal Processing, vol.24, no.1, pp. 69-75 (2023).

• Bumjin Park, Youngchan Lee, Wonsang You, "Transformer-based Deep Learning Approach for Super Resolution Clinical Skin Image," Journal of KING Computing, vol.18, no.6, pp. 117-125 (2022).

• Youngchan Lee, Bumjin Park, Wonsang You, "Transformer-based Image Inpainting Approach to Hair Removal in Skin Images: Applicability Evaluation of Existing Methods," Journal of KING Computing, vol.18, no.6, pp. 137-146 (2022).

• Youngchan Lee, Bumjin Park, Jae Young Choi, Bumshik Lee, Wonsang You, "Deep learning approaches to hair segmentation for disease detection in pet skin images: Applicability evaluation of current methods," Journal of KING Computing, vol.18, no.2, pp. 59-74 (2022).

• Kyeong Tae Kim, Wonsang You, Jae Young Choi, "Attention Deep Neural Networks Learning based on Multiple Loss functions for Video Face Recognition," Journal of Korea Multimedia Society, vol.24, no.10, pp. 1380-1390 (2021).

• Chaitra Dayananda, Wonsang You, Bumshik Lee, "Skin lesion segmentation based on spatial group convolutions in dermoscopic images," Journal of KING Computing, vol.17, no.5, pp. 54-63 (2021).

• Hyeon-Jun Kim, Gyubin Lee, Seunghyeon Lee, Yebin Yoon, Soyi Yoon, Sojin Ham, Yunjung You, Wonsang You, "Comparative Analysis of Image Segmentation Algorithms for Rapid Pet Recognition in Complicated Situations," Journal of Smart Technologies, 5(2), 61-68 (2020).

• Gyubin Lee,  Youngchan Lee, Wonsang You, "Feasibility Study on Outpainting-Powered Pet Pose Estimation," The 1st International Conference on Convergence Signal Processing Technology 2023 (ICSPT 2023), Jeju, South Korea (February 2022).

• Gyubin Lee,  Youngchan Lee, Bumjin Park, Wonsang You, "Pet Skin Image Data Acquisition Platform for Skin Disease Detection based on Artificial Intelligence," The 1st International Conference on Convergence Signal Processing Technology 2023 (ICSPT 2023), Jeju, South Korea (February 2023).

• Gyuseok Lee, Minseok Kim, Hyun Gwak, Deokgyo Gu, Jinhyun Kim, Wonsang You, "A Pilot Study on the Obstacle Avoidance Algorithm of a Self-driving Racing Car," The 18th Korea Robotics Society Annual Conference (KRoC 2023) (February 2023).

• Gyubin Lee, Wonsang You, "Animating Virtual Reality Characters Based on Human Pose Estimation," Proceedings of Korean Digital Contents Society Autumn Conference (November 2022)

• Hoon Sagong, Seong Ho Nam, Seungwon Yun, Jang Su Park, Wonsang You, "A Machine Learning System for Laundry Drying Time Prediction," Annual Conference of KIPS (ACK 2022) (June 2022)

• Youngchan Lee, Bumjin Park, Jae Young Choi, Bumshik Lee, Wonsang You, "Cross-domain Knowledge Distillation Approach to Hair Segmentation in Pet Skin Images for Skin Disease Detection," Korea Computer Congress 2022, Jeju (June 2022).

• Gyubin Lee, Seung-hyun Lee, Bumjin Park, Youngchan Lee, Hyunjae Zhang, Wonsang You, "Cross-domain Optimization of an Ensemble Model for Korean Melanoma Detection from Dermatologic Images," Conference of Korea Institute of Convergence Signal Processing (KICSP 2022), Changwon, Gyeongnam (June 2022).

• Youngchan Lee, Bumjin Park, Jae Young Choi, Bumshik Lee, Wonsang You, "Deep Learning Approach to Hair Removal in Skin Images Using Synthetic Data Augmentation: Applicability Evaluation of Existing Methods," The 34th Workshop on Image Processing and Image Understanding (IPIU 2022), Virtual (February 2022).

• Bumjin Park, Youngchan Lee, Hyunjae Zhang, Wonsang You, "A method of data augmentation based on skin lesion synthesis for deep learning of multiple skin lesion detection," Proceedings of the 24th Korea Conference on Software Engineering (KCSE 2022), Pyeong Chang, Gangwon (January 2022).

• Dayoung Seon, Seorak Son, Hyeran Yang, Wonsang You, "History-based TimeBank Volunteering Partner Recommendation Algorithm," Proceedings of the 24th Korea Conference on Software Engineering (KCSE 2022), Pyeong Chang, Gangwon (January 2022).

• Bumjin Park, Youngchan Lee, Wonsang You, "A preliminary study on multiple lesion detection based on YOLO in clinical skin images," Conference of Korea Institute of Convergence Signal Processing (KICSP 2021), Jeju (December 2021).

• Youngchan Lee, Bumjin Park, Wonsang You, "An Exploratory Study for Hair Segmentation in Pet Skin Images Using LadderNet," Autumn Annual Conference of IEIE, Incheon (November 2021).

• Dayoung Seon, Seorak Son, Hyeran Yang, Wonsang You, "Django-based Korean Time Bank Web Platform," Annual Conference of KIPS (ACK 2021), Yeosu, Chonnam, (November 2021).

• Youngchan Lee, Yebin Yoon, Bumjin Park, Ian Kim, Gyubin Lee, Seunghyun Lee, Sojin Ham, Hee Chang Moon, Wonsang You, "A Pilot Study on Self-driving Racing Car Control Model," Annual Conference of KIPS (ACK 2021), Yeosu, Chonnam, (November 2021).

• Gyubin Lee, Yebin Yoon, Sojin Ham, Hyun-Jin Bae, Wonsang You, "A Case Study on an Educational Model of Medical AI Using Chest X-ray Synthetized by GAN," Annual Conference of KIPS (ACK 2021), Yeosu, Chonnam, (November 2021).

• Dayoung Seon, Junhyuk Lee, Seongjin Joe, Wonsang You, "A Study on the Seat Management System for Pregnant Women on the Subway," Proceedings of the Korea Society of Information Communication Security Ethics: United Festival for 4IR Human Resources Development (November 2021).

• Gyubin Lee, Seunghyeon Lee, Yunjung You, Dayoung Seon, Wonsang You, "A Study on Ice Hockey Training Assistance System," 2020 Spring Conference of the Korea Information Processing Society, Seoul (May 2021).

• Hyeonjun Kim, Youngyun Cha, Honghyeon Yoon, Jinseok Jang, Wonsang You, "A Study on Health Management System based on Virtual Currency", 2020 Autumn Conference of the Korea Information Processing Society, Yeosu, Chonnam, (November 2020).

• Dae-Il Jung, Jae-Ku Kang, Hye-Lynn Jeon, Se-Jong Oh, Sungchul Kim, Young-Gon Kim, Gyungyub Gong, In Hye Song, So Yeon Park, Soomin Ahn, Hyunna Lee, Dong Hyun Yang, Wonsang You, "A Pilot Study on Automatic Diagnosis of Cancer Cells Metastasis in Frozen Section Using Convolutional Neural Network," 2020 Spring Conference of the Korea Information Processing Society, Seoul, (May 2020).

• Arya Mahima, Jörg Stadler, André Brechmann, Wonsang You, "EEG to fMRI Modality Transfer Using Deep Neural Networks," Seminar on Smart Human Interface and Information Technologies, Asan, Chungnam (December 2022).

• Youngchan Lee, Bumjin Park, Wonsang You, "Vision Transformers for Hair Removal in Skin Images," Seminar on Smart Human Interface and Information Technologies, Asan, Chungnam (December 2022).

• Bumjin Park, Youngchan Lee, Wonsang You, "Transformer-based Approach to Super Resolution of Clinical Skin Images," Seminar on Smart Human Interface and Information Technologies, Asan, Chungnam (December 2022).

• Gyubin Lee, Youngchan Lee, Wonsang You, "Deep Learning Approach to Dog Pose Estimation," Seminar on Smart Human Interface and Information Technologies, Asan, Chungnam (December 2022).

• Anusree P. S., Bumjin Park, Wonsang You, "Reconstruction of 3D Dental Structure from a Panoramic X-ray Image," Seminar on Smart Human Interface and Information Technologies, Asan, Chungnam (December 2022).

• Sanggu Jo, Wonsang You, "Timebank Volunteering Partner Recommendation Model Using Graph Neural Networks," Seminar on Smart Human Interface and Information Technologies, Asan, Chungnam (December 2022).

• Gyuseok Lee, Wonsang You, "Obstacle Avoidance Algorithm for Autonomous Racing," Seminar on Smart Human Interface and Information Technologies, Asan, Chungnam (December 2022).

• Seong Ju Kim, Jong Chun Lee, Wonsang You, "Deep Learning Approach to Teeth Segmentation from Dental Clinical Images," Seminar on Smart Human Interface and Information Technologies, Asan, Chungnam (December 2022).

• Jong Cheon Lee, Youngjun Ji, Chanhyung Lee, Wonsang You, "Image Processing Approach to Drivers’ Drowsiness Detection," Seminar on Smart Human Interface and Information Technologies, Asan, Chungnam (December 2022).

• Gyubin Lee, Bumjin Park, Youngchan Lee, Hyunjae Zhang, Wonsang You, "Korean cohort optimization of deep learning model for Melanoma detection from skin images," The 36th Conference of KSSIM, Virtual (August 2022).

• Youngchan Lee, Wonsang You, "Applicability evaluation of transformer based image inpainting technology for hair removal in skin images," The 36th Conference of KSSIM, Virtual (August 2022).

• Bumjin Park, Youngchan Lee, Hyunjae Zhang, Wonsang You, "A preliminary study on transformer-based deep learning approach to super resolution for clinical skin images," The 36th Conference of KSSIM, Virtual (August 2022).

• Yebin Yoon, Gyubin Lee, Seunghyun Lee, Sojin Ham, "Segye AI Robot Car Race: A Preliminary Study on Self-driving Racing Control Model," Seminar on Artificial Intelligence and Information Technology, Asan, Chungnam (December 2021).

• Dayoung Seon, Seorak Son, Hyeran Yang, Wonsang You, "TimeBank Web Platform for Volunteering and Goods Transactions," Seminar on Artificial Intelligence and Information Technology, Asan, Chungnam (December 2021).

• Youngchan Lee, Bumjin Park, Wonsang You, "Deep Learning Approach to Hair Removal in Pet Skin Images," Seminar on Artificial Intelligence and Information Technology, Asan, Chungnam (December 2021).

• Bumjin Park, Youngchan Lee, Wonsang You, "A Case Study on Deep Learning Methods for Multiple Lesion Detection in Clinical Skin Images," Seminar on Artificial Intelligence and Information Technology, Asan, Chungnam (December 2021).

• Hyeon-Jun Kim, Gyubin Lee, Seunghyeon Lee, Soyi Yoon, Yebin Yoon, Sojin Ham, Yunjung You, Wonsang You, "A Preliminary Study on Preprocessing for Pet Emotion Recognition," Seminar on Next-Generation Information and Communications Technologies, Asan, Chungnam (November 2020).

• Gyubin Lee, Seunghyeon Lee, Sojin Ham, Hyeon-Jun Kim, Wonsang You, "A Preliminary Study on AI-based Ice Hockey Coaching System," Seminar on Next-Generation Information and Communications Technologies, Asan, Chungnam (November 2020).

• Soyi Yoon, Hyeon-Jun Kim, Sangwook Lee, Wonsang You, "A Preliminary Study on Predicting Low Blood Pressure Events During Surgery with VitalDB," Seminar on Next-Generation Information and Communications Technologies, Asan, Chungnam (November 2020).

• Yebin Yoon, Seunghyeon Lee, Sojin Ham, Hyeon-Jun Kim, Kuk Won Ko, Wonsang You, "A Preliminary Study on AI-based Tourist Management Platform," Seminar on Next-Generation Information and Communications Technologies, Asan, Chungnam (November 2020).

• Wonsang You, Catherine Limperopoulos, "Study on Linear Combination of Long Memory Processes Corrupted by Additive Noises for fMRI Time Series Analysis," bioRxiv 210518 (December 2017).

• Wonsang You, Catherine Limperopoulos, "Inter-slice motion correction using spatiotemporal interpolation for functional magnetic resonance imaging of the moving fetus," bioRxiv 204404 (October 2017).