Journal Paper 

Peer-Reviewed Journal Publications

62. Optimal length of heart rate variability data and forecasting time for ventricular fibrillation prediction through machine learning. Biomedical Engineering Online Getu Tedele Taye, Han-Jeong Hwang, and Ki Moo Lim

61. Computing Performance Comparison of CPU and GPU Parallelization for Virtual Heart Simulation. Computational and Mathematical Methods in Medicine (under review). Febrian Setianto and Ki Moo Lim

60. Computational Analysis of the Effect of KCNH2 L532P Mutation on Ventricular Electromechanical Behaviors. Computational and Mathematical Methods in Medicine (under review). Nida Dustria and Ki Moo Lim

59. Influence of Fibrosis Amount and Fibrosis Patterns on Ventricular Arrhythmogenesis and Pumping Efficacy: Computational Study. Frontiers in Physiology (under review). Abrha Abebe Tekle and Ki Moo Lim

58. Prediction of the Effect of IABP Pumping Phase on Ventricular Unloading via 3D Cardiac Mechanical Model. YMJ (under review)Aulia Khamas Heikhmakhtiar and Ki Moo Lim

57. Proarrhythmogenic Effect of the L532P and N588K KCNH2 Mutations in the Human Heart using a 3D Electrophysiological Model. Journal of Korean Medical Science (under review)Aulia Khamas Heikhmakhtiar and Ki Moo Lim 

56. 심실빈맥성부정맥시 심실보조장치 치료가 심혈관계에 미치는 영향: 수학적 연구. 대한의용생체공학회 (under review). 유예담, 임기무

55. Estimation of Cardiac Mechanical Performance from Electrical Instability Features during Ventricular Tachyarrhythmia Simulation using Machine Learning Algorithms. Scientific Reports (under review). Da Un Jeong and Ki Moo Lim 

54. Application of a convolutional neural network for predicting the occurrence of ventricular tachyarrhythmia using heart rate variability features. Scientific Reports (under review) Getu Tedele Taye, Han-Jeong Hwang, and Ki Moo Lim 


53. Computational Study to Identify the Effects of the KCNJ2 E299V Mutation in Cardiac Pumping Capacity.  Computational and Mathematical Methods in Medicine (2020) Da Un Jeong, Jiyeong Lee and Ki Moo Lim (accepted)

52. Comparison of electromechanical delay during ventricular tachycardia and fibrillation under different conductivity conditions using computational modeling. Computational and Mathematical Methods in Medicine (2020) Aulia Khamas Heikhmakhtiar and Ki Moo Lim (accepted)

51. Relationship between Electrical Instability and Pumping Performance during Ventricular Tachyarrhythmia: Computational Study. Frontiers in Physiology (2020) Da Un Jeong and Ki Moo Lim (accepted)

50. Computational prediction of the effect of D172N KCNJ2 mutation on ventricular pumping during sinus rhythm and reentryMedical & Biological Engineering & Computing 2020 Feb Aulia Khamas Heikhmakhtiar, Chung Hao Lee, Kwang Soup Song, Ki Moo Lim 


49. Machine Learning Approach to Predict Ventricular Fibrillation Based on QRS Complex Shape. Frontiers in physiology  (2019) Getu Tedele Taye, Eun Bo Shim, Han-Jeong Hwang, and Ki Moo Lim

48. Artificial Differentiation of Hippocampal Neurons by Electrical Stimulation on Graphene Electrode. Journal of Nanoscience and Nanotechnology 2019 June 7911-7915(5); Hong Gi Oh, Dae Hoon Kim, Woo Hwan Park, Ki Moo Lim, Joon Mook Lim, Kwang Soup Song

47. Prediction of the Mechanical Response of Cardiac Alternans by using an Electromechanical Model of Human Ventricular Myocytes. Biomedical Engineering Online 2019June; 18(72) Jun Ik Park and Ki Moo Lim  

46. Effect of Myocardial Heterogeneity on Ventricular Electro–Mechanical Responses: A Computational Study. Biomedical Engineering Online 2019Mar; 18(23) Nida Dusturia, Seong Wook Choi, Kwang Soup Song, and Ki Moo Lim  
45. V241F KCNQ1 Mutation shortens Electrical Wavelength and Reduces Ventricular Pumping Capabilites: A Simulation Study with an Electro-mechanical model. Frontiers in Physics, (2018), Aulia Khamas Heikhmakhtiar, Fakhmi Adi Rasyidin, and Ki Moo Lim.
44. Computational Prediction of the Combined Effect of CRT and LVAD on Cardiac Electromechanical Delay in LBBB and RBBB. Computational and Mathematical Methods in Medicine, (2018), 12 pages 
Aulia Khamas Heikhmakhtair and Ki Moo Lim
43. The effect of heart failure and left ventricular assist device treatment on right ventricular mechanics: a computational study. BioMedical Engineering OnLine (2018) 17:62 . Jun I. K. Park, Aulia Khamas Heikhmakhtiar, Chang Hyun Kim, Yoo Seok Kim, Seong Wook Choi, Kwang Soup Song, and Ki Moo Lim
42. The effect of myocardial action potential duration on cardiac pumping efficacy: a computational study. Biomedical engineering online 17.1 (2018): 79. Da Un Jeong and Ki Moo Lim
41. Windkessel model of hemodynamic state supported by a pulsatile ventricular assist device in premature ventricle contraction. Biomedical engineering online 17.1 (2018): 18. Keun Her, Joon Yeong Kim, Ki Moo Lim, and Seong Wook Choi
40. Blood Volume Pulse Extraction for Non-Contact Heart Rate Measurement by Digital Camera Using Singular Value Decomposition and Burg Algorithm. Energies 11.5 (2018): 1076. Tayibnapis, Iman, Yeon-Mo Yang, and Ki Moo Lim.
39. Influence of the KCNQ1 S140G Mutation on Human Ventricular Arrhythmogenesis and Pumping Performance: Simulation Study. Frontiers in physiology 9 (2018). Da Un Jeong , Ki Moo Lim
38. Effect of KCNQ1 G229D mutation on cardiac pumping efficacy and reentrant dynamics in ventricles:
Computational study. International journal for numerical methods in biomedical engineering (2018). Ana Rahma Yuniarti, Febrian Setianto, Aroli Marcellinus, Han Jeong Hwang, Seong Wook Choi, Natalia Trayanova, Ki Moo Lim
37. Influence of LVAD Function on Cardiac Electromechanical Delay: a Simulation Study. Medical & Biological Engineering &  Computing. (2018.  Aulia Khamas Heikhmakhtair, Ah Jin Ryu, Eun Bo Shim, Kwang Soup Song, Natalia A Trayanova, Ki Moo Lim
36. Computational Analysis of the Effect of Mitral and Aortic Regurgitation on the Function of Ventricular Assist Devices Using a  3D Cardiac Electromechanic Model. Medical & Biological Engineering & Computing (2018). doi:10.1007/s11517-017-1727-6 Yoo Seok Kim, Ana Rahma Yuniarti, Kwang-Soup Song, Natalia A Trayanova, Eun Bo Shim, Ki Moo Lim
35. Computational Prediction of the Effects of the Intra-aortic Balloon Pump on Heart Failure with Valvular Regurgitation Using a 3D Cardiac Electromechanics Model. Medical & Biological Engineering & Computing (2018) . doi:10.1007/s11517- 017-1731-x. Chang Hyun Kim, Kwang-Soup Song, Natalia A Trayanova, Ki Moo Lim
34. KCNQ1 S140G 돌연변이 발현과 심실세동과의 상관관계 분석을 위한 컴퓨터 시뮬레이션 연구 대한의용생체공학회(2017)  38: 123-128 정다운, 임기무 
33. Micro cell array on silicon substrate using graphene sheet. Materials Letters (2017) 196:385-387 Hyeong-Guk Son, Hong-Gi Oh, Young-Sang Park, Dae-Hoon Kim, Da-Som Lee, Woo-Hwan Park, Hyung Jin Kim, Seung-Min Cho, Ki Moo Lim, Kwang Soup Song
32. The Effect of Electrical Conductivity of Myocardium on Cardiac Pumping Efficacy: A Computational Study. Biomedical Engineering Online, (2017) 16:11 Ana Rahma Yuniarti and Ki Moo Lim
31. Computational analysis of pumping efficacy of a left ventricular assist device according to cannulation site in heart failure with valvular regurgitation. Computational and Mathematical Methods in Medicine, (2016), 8 pages Aulia Khamas Heikhmakhtair and Ki Moo Lim
30. Characteristic of Neuroblastoma Cells Grown on Graphene Sheet. Journal of Nanoscience and Nanotechnology 16 (11), 12063-12067 Hong Gi Oh, Hyeong Guk Son, Dae Hoon Kim, Da Som Lee, Kwang Hwan Jhee, Hye Bin Park, Hyung Jin Kim, Seung Min Cho, Ki Moo Lim, Kwang Soup Song
29. Development of a DNA Biosensor Using Magnetic Nanoparticles and Giant Magnetoresistance Sensor on Graphene Sheets. Journal of Nanoscience and Nanotechnology 2016 16 (11), 12047-12052 Dae Hoon Kim, Hong Gi Oh, Da Som Lee, Hyeong Guk Son, Hyung Jin Kim, Seung Min Cho, Ki Moo Lim, Joon Mook Lim, Kwang Soup Song
28. A Study on Outputting the Shape of Carpus using Medical Image and 3D Printer. Indian Journal of Science and Technology, 2016 9(20) Hyeong-Gyun Kim, Joon-Koo Choi, Gha-Jung Kim, Dong-Hee Hon, Ki Moo Lim
27. Computational Simulations of the Effects of the G229D KCNQ1 Mutation on Human Atrial Fibrillation. Journal of Physiological Science, 2016 66(5), 407-415 Indana Zulfa, Eun Bo Shim, Kwang-Soup Song, Ki Moo Lim
26. Mathematical Analysis of the Effects of Valvular Regurgitation on the Pumping Efficacy of Continuous and Pulsatile Left Ventricular Assist Devices. Integrative Medicine Research, 2016 5(1), 22-29 Yoo Seok Kim, Eun-Hye Kim, Hyeong-Gyun Kim, Eun Bo Shim, Kwang-Soup Song, Ki Moo Lim
25. Microarray of neuroblastoma cells on the selectively functionalized nanocrystalline diamond thin film surface. Applied Surface Science, 2016 269-276 Young-Sang Park, Hyeong-Guk Son, Dae-Hoon Kim, Hong-Gi Oh, Da-Som Lee, Min-Hye Kim, Ki Moo Lim, Kwang-Soup Song
24. 피지옴 모델을 이용한 심실의 전기활성시간 분포에 따른 심박출 성능 평가. 대한의용생체공학회, Oct. 2015 36(5) 198-203 김형균, 임기무
23. 좌심실보조장치의 출구 캐뉼라의 삽관 위치에 따른 혈액관류에 대한 시뮬레이션 연구. 대한의용생체공학회, Aug. 2015 36(4) 135-142 지인혁,김형균, 임기무
22. Computational analysis of the effect of valvular regurgitation on ventricular mechanics using a 3D electromechanics model. Journal of Physiological Science, 2015 65(2) 159-164 Ki Moo Lim, Seung Bae Hong, BK Lee, Eun Bo Shim, Natalia Trayanova
21. 환자 맞춤형 심장시뮬레이션 연구. 정보처리학회, 2015 특집10 82-91 김유석, 임기무
20. 심부전 정도에 따른 좌심실보조장치의 박동효율예측을 위한 심장의 전기역학적 유한요소 모델의 응용. 대한기계학회, 2014 38(8) 715-720 정대현, 임기무
19. Computation prediction of proarrhythmogenic effect of the V231F KCNQ1 mutation in human atrium. Progress in Biophysics  and Molecular Biology, 2014 116 70-75 Riski Imaniastuti, Hyun Seung Lee, Nari Kim, Jae Boum Youm. Eun Bo Shim, Ki Moo Lim
18. Effect of counter-pulsation control of a pulsatile left ventricular assist device on working load variations of the native heart. Biomedical Engineering Online, 2014 13:35 Seong Wook Choi, Kyoung Won Nam, Ki Moo Lim, Eun Bo Shim, Yong Soon Won, Heung Myong Woo, Ho Hyun Kwak, Mi Ryoung Noh, In Young Kim, and Sung Min Park
17. 심실의 부하감소 측면에서 좌심실 보조장치의 최적치료시기 예측을 위한 시뮬레이션 연구. 기계가공학회지, 2013 Aug 12(4) 22-28 김은혜, 임기무
16. Patient-Specific Identification of Optimal Ubiquitous Electrocardiogram (U-ECG) Placement Using a Three-dimensional Model of Cardiac Electrophysiology. IEEE Trans Biomed Eng, 2013 Jan 60(1), 245-9 Lim KM, Jeon JW, Hong SB, Ko BH, Bae SK, Shin KS, Shim EB
15. Computational Quantification of the Cardiac Energy Consumption during Intra-Aortic Balloon Pumping Using a Cardiac Electromechanics Model. Journal of Korean Medical Science, 2013 Jan;28(1):93-99 Lim KM, Lee JS, Gyeong MS, Choi JS, Choi SW, Shim EB
14. Systemic modelling of human bioenergetics and blood circulation. IET Syst Biol. 2012 Oct;6(5):187-95 Lim KM, Yang SH, and  Shim EB
13. Comparison of the effects of continuous and pulsatile left ventricular assist devices on ventricular unloading using a cardiac Electromechanics model. Journal of Physiological Sciences, 62(1): 11-9 (2012 Jan.) Lim KM, Constantino J, Gurev V, Zhu R, Shim EB, Trayanova NA
12. Theoretical estimation of cannulation methods for left ventricular assist device support as a bridge to recovery. Journal of Korean Medical Science, 26(12): 1591-1598 (2011 Dec.) Ki Moo Lim, Jeong Sang Lee, Jin-Ho Song, Chan Hyun Youn, Jae-Sung Choi, Eun Bo Shim
11. New index for categorizing cardiac reentrant wave: in silico evaluation. IET systems biology, IET Digital Library, 5:5 (2011 Sep.) EB Shim, SB Hong, KM Lim, CH Leem, CH Youn, HN Pak, YE Earm, D Noble
10. Computational Assessment of the Effects of a Pulsatile Pump on Toxin Removal in Blood Purification. Biomedical Engineering Online,, 9:31 (2010 Jun. 22) Ki Moo Lim, Eun Bo Shim
9. Mathematical Analysis of the Long-term Efficacy of Daily Home Hemodialysis Therapy with a Cold Dialysate Regeneration System. Blood Purification, 29(1):27-34 (2010 Jan.) Ki Moo Lim, Ji Hyun Kim, Eun Bo Shim
8. Simulation of Reentrant Wave Dynamics in Cardiac Tissue According to the Severity of Fibrosis. Journal of the Korean Physical Society, 55(6): 2560-5 (2009 Dec.) Ki Moo Lim, Seung Yun Choi, Soon Sung Kwon, Eun Bo Shim
7. Computational analysis of the effect of the type of LVAD flow on coronary perfusion and ventricular afterload. The Journal of Physiological Sciences, 59(4): 307-16 (2009) Ki Moo Lim, In Su Kim, Seong Wook Choi, Byung Goo Min, Yong Soon Won, Heon Young Kim, Eun Bo Shim
6. Quantitative analysis of pulsatile flow contribution to ultrafiltration. Artificial Organs, 33(1): 69-73 (2009 Jan.) Ki Moo Lim, Joong Yull Park, Jung Chan Lee, Jung Cheol Kim, Byung Goo Min, Eung Taek Kang, Eun Bo Shim
5. Improvement of Convection by Pulsatile Blood Pump in High Flux Hemodialysis System. Journal of Biomedical Engineering Research, 29(5): 376-383 (2008 Oct.) Dae Seok Choi, Ki Moo Lim, Jung Chan Lee, Sa Ram Lee, Hyuk Choi, Cho Hye Mun, Byung Goo Min, Hee Chan Kim
4. Numerical simulation of the effect of sodium profile on cardiovascular response to hemodialysis. Yonsei Medical Journal, 49(4): 581-91 (2008 Aug.) Ki Moo Lim, Seong Wook Choi, Byung Goo Min, Eun Bo Shim
3. Comparison of a pulsatile blood pump and a peristaltic roller pump during hemoperfusion treatment in a canine model of paraquat poisoning. Artificial Organs, 32(7): 541-6 (2008 Jul.) Jung Chan Lee, Joong Yull Park, Seong Wook Choi, Jung Cheol Kim, Ki Moo Lim, Kyuseok Kim, Sung Koo Jung, Young Ho Kwak, Sang Do Shin, Ik Joon Jo, Gil Joon Suh and Byung Goo Min       
2. Clinical applications and recent progress of therapeutic artificial organ using moving-actuator mechanisms. International  Journal of Applied Electromagnetics and Mechanics, 27(3): 205-214 (2008 Apr.) JC Lee, J Chung, YR Rho, KM Lim, JC Kim, JY Park, DW Lee, H Choi, SM Lee, DS Choi, KW Nam, JJ Lee, JW Park, SW Choi, J Choi, CY Park, SK Park, HS Son, CM Hwang, HK Kim, K Sun, YM Yoon, KK Lee, YS Won and BG Min
1. Numerical Study of Hemodialysis using Lumped Model: Daily Hemodialysis. Journal of Artificial Heart Research, 3(2): 51-60 (2003) Ki Moo Lim, Jung Cheol Kim, Jung Chan Lee, Joong Yull Park, Chan Young Park, Byung Goo Min, Eun Bo Shim

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