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Publications

Center for Precision Medicine Platform Based on
Smart Hemo-Dynamic Index

67. S. Kwon, H.Lee, H.Yeom, C. Oh, J.Lee, 2025, "Investigation of Vibration-Induced Transport of Newtonian and Non-Newtonian Fluids in Porous Media Using Lattice Boltzmann Method", Bioengineering

66. J. Kang, E. C. Jung, H. J. Koo, D. H. Yang, H. Ha, 2025, "Flow-Rate-Constrained Physics-Informed Neural Networks for Flow Field Error Correction in 4-D Flow Magnetic Resonance Imaging", IEEE transactions on medical imaging

65. S.Kim, S.Kwon, M.Bashir, J.Lee, 2025, "Predicting dendrite growth in lithiummetal batteries through iterative neuralnetworks and voltage embedding", npj Computational Materials

64. G.Lee, H.Ha, K.Park, H.Koo, J.Lee, H.Lee, J.Lee, D.Yang, D.Kim, 2025, "4D flow MRI of aortic blood flow parameters in healthy volunteers: Sex- and age-specific analysis", Magnetic resonance imaging

63. C.Lee, D.Paeng, 2025, "Spatiotemporal blood viscosity by local hematocrit under pulsatile flow: Whole blood experiments and computational analysis", Computers in biology and medicine

62. S.Cho, 2025, "Transcriptomic Profile of Isocitrate Dehydrogenase Mutant Type of Lower-Grade Glioma Reveals Molecular Changes for Prognosis", Biomedicines

61. W.Choi, Inpyo Lee, H.Kim, 2025, "Developing a reduced order model for pulsatile blood flow simulations using minimal three-dimensional simulation data", Computer methods and programs in biomedicine

60. S.Kwon, J.Moon, S.Song, J.Cha, Y.Kim, Y.Choi, J.Lee, 2025, "Time-series X-ray image prediction of dental skeleton treatment progress via neural networks", Computers in biology and medicine

59. C.Lee, H.Rundfeldt, K.Jung, H.Chang, H.Kim, 2025, "Physiologic model of the cerebrovascular system using supply and demand between arteries and tissues", Scientific reports

58. J.Jung, J.Lee, H.Lee, D.Yang, J.Lee, 2025, "Diffusion-based image translation model from low-dose chest CT to calcium scoring CT with random point sampling", Computers in biology and medicine

57. M.Bashir, J.Lee, M.Bou-Rabee, H.Mohamed, D.Zhou, I.Badruddin, M.Fazal, Z.Masood, 2025, "Investigation of process parameter influence on the mechanical properties of FDM-printed PEEK-carbon fiber composites using RSM and Taguchi methods", Journal of materials research and technology

56. K.Choi, H.Yi, D.Shin, et al., 2025, "Influence of Fetal-Type Posterior Cerebral Artery on Morphological Characteristics and Rupture Risk of Posterior Communicating Artery Aneurysms: A Radiomics Approach", Journal of clinical medicine

55. K.Han, M.Nahm, S.Ko, H.Yi, H.Chun, Y.Lee, S.Lee, J.Ryu, S.Song, K.Choi, 2025, "Measurement of Disease Comorbidity Using Semantic Profiling of Disease Genes", International journal of molecular sciences

54. S.Ko, S.Lee, H.Ha, D.Yang, J.Lee, I.Jang, S.Song, 2025, "Refining wall shear stress measurements in four-dimensional flow magnetic resonance imaging through intra-voxel wall boundary consideration", Physics of fluids

53. S.Ryu, T.Le, K.Jang, T.Nam, J.Ryu, 2025, "Impact of temporary common carotid artery strangulation on hemodynamics during surgical clipping of middle cerebral bifurcation aneurysms", Physics of fluids

52. H.Lee, Y.Kim, S.Shin, S.Lee, C.Kim, K.Chung, J.Lee, 2025, "A Physics-Integrated Deep Learning Approach for Patient-Specific Non-Newtonian Blood Viscosity Assessment using PPG", Computer methods and programs in biomedicine

51. T.Le, M.Cho, J.Kim, G.Park, J.Ryu, 2025, "Aerodynamic and shock wave investigation in hyperloop: Comparative analysis of maglev support configurations", Physics of fluids

50. H.Koo, J.Lee, J.Lee J.Kang, D.Yang, 2025, "Deep Learning Based Automatic Segmentation of the Thoracic Aorta from Chest Computed Tomography in Healthy Korean Adults", European journal of vascular and endovascular surgery : the official journal of the European Society for Vascular Surgery

 

49. S.Ryu, J.Kim, Y.Choi, J.Lee, 2025, "Generating synthetic CT images from unpaired head and neck CBCT images and validating the importance of detailed nasal cavity acquisition through simulations", Computers in biology and medicine​​

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48. 2025, "Artificial Intelligence-Driven Assessment of Coronary Computed Tomography Angiography for Intermediate Stenosis: Comparison With Quantitative Coronary Angiography and Fractional Flow Reserve", The American journal of cardiology

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47. M. Soudagar, M.Bashir, D.S. Vijayan, I.Hossain, S.Kannan, S.Obaid, J.Lee, 2025, "Study of antimicrobial and mechanical behaviors on kapok fiber reinforced bran particulates blended epoxy matrix composite", Thermal science and engineering progress

46.H.Koo, H.Ha, G.Lee, J.Lee, S.Park, K.Park, J.Kang, D.Yang, 2024, "Evaluation of Aortic Diseases Using Four-Dimensional Flow Magnetic Resonance Imaging", Vascular specialist international

45. J.Cho, H.Lee, M.Bashir, J.Lee, 2024, "Numerical Investigation of Water Transport and Effective Electrical Conductivity in Perforation of Gas Diffusion Layer Using Lattice Boltzmann Method", Fractal and fractional

44. B.Kim, H.Lee, Y.Ahn, S.Jung, J.Kim, D.Kim, D.Yang, J.Kang, H.Koo 2024, "Impact of preoperative clinical and imaging factors on post-pericardiectomy outcomes in chronic constrictive pericarditis patients", Scientific reports

43. Y.Ahn, G.Jeong, D.Lee, C.Kim, J.Lee D.yang, 2024, "Automatic identification of coronary stent in coronary calcium scoring CT using deep learning", Scientific reports

42. M.Bashir, K.Logesh, S.Kannan, D.S.Vijayan, S.Kumar, S.Obaid, J.Lee, 2024, "Studies on parametric optimization of PLA/graphene composites synthesized by fused filament fabrication for thermal applications", Thermal Science and Engineering Progress

41. J.Cho, S.Shin, H.Kim, M.Kim, K.Byeon, M.Jung, K.Kang, W.Lee, S.Kim, G.Lip, 2024, "Smoking Cessation and Incident Cardiovascular Disease", JAMA Network Open

40. C.Xu, M.Soudagar, P.Singh, M.Bashir, J.Lee, M.Karim, A.Seikh, 2024, "Effect of wheat bran filler particulates nettle fiber reinforced epoxy matrix composite-A novel material for thermal insulation application", Thermal Science and Engineering Progress

 

39. J.Kim, C.Lee, T.Le, D.Kim, Y.Won, M. Cho, J.Ryu, 2024, "Effects of eccentricity in tube–pod arrangements on hyperloop aerodynamics", International Journal of Mechanical Sciences

 

38. T.Le, S.Ryu, J.Yoon, T.Nam, J.Ryu, 2024, "Assessing the Impact of Fetal-type Posterior Cerebral Artery Variations on Cerebral Hemodynamics", Physics of Fluids

37. C. Im, K. Seo, J. Cho, I. Jang and S. Song, 2024, "Flow analysis in a 37-pin wire-wrapped rod bundle for sodium-cooled fast reactor using magnetic resonance velocimetry. II. Detailed characterization and influence of wire angular position", Physics of Fluids

36. C. Im, K. Seo, J. Cho, I. Jang and S. Song, 2024, "Flow analysis in a 37-pin wire-wrapped rod bundle for sodium-cooled fast reactor using magnetic resonance velocimetry. I. Validation and gross behavior", Physics of Fluids

 

35. T.D.Mai, D-T. Vo, B.Kim, U.Lee D.Kim H.Lee, J.Ryu, 2024, "Impact of trailing-edge modification in stator vanes on heat transfer and the performance of gas turbine: a computational study", Engineering Applications of Computational Fluid Mechanics

34. H.Koo, J.Lee, J.Lee, J.Kang, D.Yang, 2024, "Deep Learning Based Automatic Segmentation of the Thoracic Aorta from Chest Computed Tomography in Healthy Korean Adults", European Journal of Vascular and Endovascular Surgery

33. W.Kang, C.Lee, G.Kang, D.Paeng, J.Choi, 2024, "A Novel Method for Angiographic Contrast-Based Diagnosis of Stenosis in Coronary Artery Disease: In Vivo and In Vitro Analyses", Diagnostics

32. J.Jung, H.Oh, G.Jeong, T.Kim, H.Koo, J.Lee, D.Yang, 2024, "ZOZI-Seg: A transformer and UNet cascade network with Zoom-Out and Zoom-In scheme for aortic dissection segmentation in enhanced CT images", Computers in Biology and Medicine

31. D.Yang, H.Nah, D.Lee, S.Min, S.Park, S.An, J.Wang, H.He, K.Choi, W.Ko, J.Lee, I, Kwon, S.Lee, D.Heo, 2024, "A review on gold nanoparticles as an innovative therapeutic cue in bone tissue engineering: Prospects and future clinical applications", Materials Today Bio

30. H.Rundfeldt, C.Lee, H.Lee, K.Jung, H.Chang, H.Kim, 2024, "Cerebral perfusion simulation using realistically generated synthetic trees for healthy and stroke patients", Computer Methods and Programs in Biomedicine

29. J.Park, J.Hong, 2024, "HoloGesture: A Multimodal Dataset For Hand Gesture Recognition Robust To Hand Textures On Head-Mounted Mixed-Reality Devices", 2024 IEEE

28. H.Lee, Y.Kim, S.Shin, S.Lee, C.Kim, K.Chung, J.Lee, 2024, "Estimation of Non-Newtonian Patient-Specific Blood Viscosity Via Photoplethysmography Using a Neural Network with a Physics-Informed Loss Function", Computer Methods and Programs in Biomedicine

27. H.Lee, J.Lee, 2024, "Suppression of the coffee-ring effect using a contact-angle radial-band-patterned substrate: A lattice Boltzmann study", Physics of Fluids

26. S.Ryu, J.Kim, Y.Choi, J.Lee, 2024 "Generating synthetic CT images from unpaired head and neck CBCT images and validating the importance of detailed nasal cavity acquisition through simulations", Computers in Biology and Medicine

25. H.Koo, J.Kang, D.Kang, J.Ahn, D.Park, S.Park, J.Kang, H.Ha, D.Yang, 2024,"Native Sinus Hemodynamics and Thrombosis in Transcatheter Heart Valve: Effect of Implant Depth and Coronary Flow", Journal of the American Heart Association

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24. Hans Christian Rundfeldt; Chang Min Lee; Hanyoung Lee; Keun-Hwa Jung; Hyeyeon Chang; Hyun Jin Kim, 2024, "Cerebral perfusion simulation using realistically generated synthetic trees for healthy and stroke patients", COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

23. SeungminKang; Ilhoon Jang; Don-GwanAn; HojinHa; SimonSong, 2024, "Denoising 4D Flow MRI Data Using a Split-and-Overlap Approach via Singular Value Decomposition", PHYSICS OF FLUIDS

22. Hee Min Lee; Joon Sang Lee, 2023, "Particle deposition dynamics in evaporating droplets using lattice Boltzmann and magnetic particle simulation", PHYSICS OF FLUIDS

21. Kim, Hyun Jin; Lee, Chang Min; Rundfeldt, Hans Christian; Lee, Seungmin; Lee, Inpyo; Jansen, Kenneth;, 2023, "Convergence of Phase-Averaged, Transitional Flow in an Abdominal Aortic Aneurysmal Model", JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME

20. Dong, Hangfei; Im, Chaehyuk; Kang, Chiho; Cho, Jee-Hyun; Jang, Ilhoon; Song, Simon;, 2023, "Investigation of flow behavior in a refrigerator machine room using magnetic resonance velocimetry", INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

19. Farooqi, Hafiz Muhammad Umer;Lee, Johoo;  Lee, Cheong-Ah; Im, Seung-Uk; Farooqi, Muhammad Awais; Gul, Tasbiha; Siddiqui, Ghaya Uddin; Paeng, Dong-Guk;, 2023, "Acute neuro-biochemical changes induced by nitrogen-tungsten co-doped titanium dioxide nanoparticles", APPLIED BIOLOGICAL CHEMISTRY

18. Lee, Sang-Hyup; Kim, Choongki;  Shin, Sanghoon; Kim, Hyeongsoo; Park, Jong-Kwan; Oh, Seung-Jin; Ahn, Sung Gyun; Cho, Sungsoo; Lee, Oh-Hyun; Moon, Jae Youn; Won, Hoyoun; Suh, Yongsung; Cho, Yun-Hyeong; Cho, Jung Rae; Lee, Byoung-Kwon; Lee, Yong-Joon; Lee, Seung-Jun; Hong, Sung-Jin; Shin, Dong-Ho; Ahn, Chul-Min; Kim, Byeong-Keuk; Ko, Young-Guk; Choi, Donghoon; Hong, Myeong-Ki; Jang, Yangsoo; Kim, Jung-Sun;, 2023, "Perioperative Antiplatelet Strategy in Patients Undergoing Noncardiac Surgery Within One Year After Percutaneous Coronary Intervention", AMERICAN JOURNAL OF MEDICINE

17. Hyung Suk Lee; Joon Sang Lee; Seung Cheol Ko; Soon Wook Kwon, 2023, "Optimization of a Solid Rocket Motor Design through Neural Network-Assisted Performance Prediction", IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS

16. Choe, Jooae; Koo, Hyun Jung; Ahn, Yura; Lee, Geun Dong; Yang, Dong Hyun; Kang, Joon-Won; Lee, Ja Eun; Shin, Ji Hoon;, 2023, "Evaluation of Chylothorax Using Dynamic Contrast-Enhanced Magnetic Resonance Lymphangiography After Lung Cancer Surgery", LYMPHATIC RESEARCH AND BIOLOGY

 

15. Yura Ahn; Hyun Jung Koo; Junho Hyun; Sang Eun Lee; Sung Ho Jung; Duk-Woo Park; Jung-Min Ahn; Do-Yoon Kang; Seung-Jung Park; Hee Sang Hwang; Joon-Won Kang; Dong Hyun Yang; Jae-Joong Kim, 2023, "CT Coronary Angiography and Dynamic CT Myocardial Perfusion for Detection of Cardiac Allograft Vasculopathy.", JACC-Cardiovascular Imaging

14. Kwon, Soon Wook; Kim, Jun Seong; Lee, Hee Min; Lee, Joon Sang;, 2023, "Physics-added neural networks: An image-based deep learning for material printing system", ADDITIVE MANUFACTURING

13. Kang, Jihun; Koo, Hyun Jung; Yang, Dong Hyun; Ha, Hojin;, 2023, "Sinus hemodynamics after transcatheter aortic valve implantation: Effect of native leaflet length and aortic sinus diameter", PHYSICS OF FLUIDS

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12. Kim, Hyun Jin; Rundfeldt, Hans Christian; Lee, Inpyo; Lee, Seungmin;, 2023, "Tissue-growth-based synthetic tree generation and perfusion simulation", BIOMECHANICS AND MODELING IN MECHANOBIOLOGY

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15. Cha, Min Jae; An, Don-Gwan; Kang, Minsoo; Kim, Hyue Mee; Kim, Sang-Wook; Cho, Iksung; Hong, Joonhwa; Choi, Hyewon; Cho, Jee-Hyun; Shin, Seung Yong; Song, Simon;. 2023, "Correct Closure of the Left Atrial Appendage Reduces Stagnant Blood Flow and the Risk of Thrombus Formation A Proof-of-Concept Experimental Study Using 4D Flow Magnetic Resonance Imaging", KOREAN JOURNAL OF RADIOLOGY

14. Lee, Hyung Suk; Kwon, Soon Wook; Lee, Joon Sang;, 2023, "Neural networks for the burn back performance of solid propellant grains", AEROSPACE SCIENCE AND TECHNOLOGY

13. Lee, Gyu-Han; Koo, Hyun Jung; Park, Kyung Jin; Yang, Dong Hyun; Ha, Hojin;, 2023, "Characterization of baseline hemodynamics after the Fontan procedure: a retrospective cohort study on the comparison of 4D Flow MRI and computational fluid dynamics" , FRONTIERS IN PHYSIOLOGY

12. Lee, Bom; Baraki, Teklay Gebrehaweria; Kim, Byung Gyu; Lee, Yong-Joon; Lee, Seung-Jun; Hong, Sung-Jin; Ahn, Chul-Min; Shin, Dong-Ho; Kim, Byeong-Keuk; Ko, Young-Guk; Choi, Donghoon; Hong, Myeong-Ki; Jang, Yangsoo; Kim, Jung-Sun;, 2023, "Stent expansion evaluated by optical coherence tomography and subsequent outcomes", SCIENTIFIC REPORTS

11. Lee, Cheong-Ah; Farooqi, Hafiz Muhammad Umer; Paeng, Dong-Guk;, 2023 "Axial shear rate: A hemorheological factor for erythrocyte aggregation under Womersley flow in an elastic vessel based on numerical simulation", COMPUTERS IN BIOLOGY AND MEDICINE

10. J.Lee, C.Yun, J.Kim, J.Hong, 2023, "Paired-Point Lifting for Enhanced Privacy-Preserving Visual Localization", 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

9. J.Cha, N-L.Nguyen, C.Tran, W.Shin, S.Lee, Y.Lee, S.Lee, S.Hong, C.Ahn, B.Kim, Y.Ko, D.Choi, M.Hong, Y.Jang, J.Ha, J.Kim, 2023, "Assessment of Fractional Flow Reserve in Intermediate Coronary Stenosis Using Optical Coherence Tomography-Based Machine Learning", Frontiers in Cardiovascular Medicine

8. Jooae Choe, Hyun Jung Koo, Se Jin Choi, Seung-Ah Lee, Dae-Hee Kim, Jong-Min Song, Duk-Hyun Kang, Jae-Kwan Song, Joon-Won Kang, Dong Hyun Yang, 2023, "Differences in aortic valve area measured on cardiac CT and echocardiography in patients with aortic stenosis", PLoS One

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7. Jooho Lee;John W Larocco;Dong Guk Paeng;, 2022, "Electroencephalographic Response of Brain Stimulation by Shock Waves from Laser Generated Carbon Nanotube Transducer", IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

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6. Na, Min Kyun; Jang, Bohyoung; Choi, Kyu-Sun; Lim, Tae Ho; Kim, Wonhee; Cho, Youngsuk; Shin, Hyun-Goo; Ahn, Chiwon; Kim, Jae Guk; Lee, Juncheol; Kwon, Sae Min; Lee, Heekyung;, 2022, "Craniopharyngioma resection by endoscopic endonasal approach versus transcranial approach: A systematic review and meta-analysis of comparative studies", FRONTIERS IN ONCOLOGY

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5. Amjad, Rida; Lee, Cheong-Ah; Farooqi, Hafiz Muhammad Umer; Khan, Hina; Paeng, Dong-Guk;, 2022, "Choroidal Thickness in Different Patterns of Diabetic Macular Edema", JOURNAL OF CLINICAL MEDICINE

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4. Kim, Young Woo; Lee, Hyeong Jun; Jung, Su-Jin; Kim, June-Hong; Lee, Joon Sang;, 2022, "Optimization of tricuspid membrane mechanism for effectiveness and leaflet longevity through hemodynamic analysis", ENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS

3. H.Jung, T.Kang, C. Lee, S.Woo, S.Yang, Mukherjee, Debanjan; D.Kim, J.Ryu, 2022, "Comparison of haemodynamics in carotid endarterectomy: primary closure versus patch angioplasty", ENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS

2. J.Lee, Zaigham, S.Bano, D.Paeng, 2022, "Shock Wave Characterization Using Different Diameters of an Optoacoustic Carbon Nanotube Composite Transducer", APPLIED SCIENCES-BASEL

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1. K.Jang, J.Kim, J.Ryu, 2022, "Numerical Investigation of Urethra Flow Characteristics in Benign Prostatic Hyperplasia", Computer Methods and Programs in Biomedicine

Center for Smart Hemo-Dynamic Index Research

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