Department of Mechanical & Biomedical Engineering

2024

An unsupervised two-step training framework for low-dose computed tomography denoising

Kim, W., Lee, J. & Choi, J. H., Feb 2024, In: Medical Physics. 51, 2, p. 1127-1144 18 p.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Scopus citations

Brain Age Prediction Using Multi-Hop Graph Attention Combined with Convolutional Neural Network

Lim, H., Joo, Y., Ha, E., Song, Y., Yoon, S. & Shin, T., Mar 2024, In: Bioengineering. 11, 3, 265.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Scopus citations

Clinical Efficacy of Application-Linked Stretching Ball as Digital Therapeutics in Plantar Fasciitis

Ryu, S. C., Lee, D. O., Park, Y., Shin, Y., Lee, D. Y. & Kyung, M. G., May 2024, In: Journal of Clinical Medicine. 13, 9, 2722.

Research output: Contribution to journal › Article › peer-review

Open Access

Dynamic light-responsive RhoA activity regulates mechanosensitive stem cell fate decision in 3D matrices

Baek, J., Kumar, S. & Schaffer, D. V., Jun 2024, In: Biomaterials Advances. 160, 213836.

Research output: Contribution to journal › Article › peer-review

Efficient Deep-Detector Image Quality Assessment Based on Knowledge Distillation

Lee, W., Gold, G. E. & Choi, J. H., 2024, In: IEEE Transactions on Instrumentation and Measurement. 73, p. 1-15 15 p., 4501715.

Research output: Contribution to journal › Article › peer-review

Enhancement of artery visualization in contrast-enhanced cerebral MR angiography using generative neural networks

Park, C. J., Choi, K. S., Park, J., Choi, S. H., Hwang, I. & Shin, T., Oct 2024, In: Biomedical Signal Processing and Control. 96, 106652.

Research output: Contribution to journal › Article › peer-review

Evaluation of restriction and Cas endonuclease kinetics using matrix-insensitive magnetic biosensors

Im, J., Kim, S., Park, S., Wang, S. X. & Lee, J. R., 1 Apr 2024, In: Biosensors and Bioelectronics. 249, 116017.

Research output: Contribution to journal › Article › peer-review

Gaussian process regression-driven deep drawing blank design method

Lee, S., Lim, Y., Galdos, L., Lee, T. & Quagliato, L., 1 Mar 2024, In: International Journal of Mechanical Sciences. 265, 108898.

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

Magnetic separation-enhanced photoluminescence detection of dipicolinic acid and quenching detection of Cu(II) ions

Kim, T., Jeon, H., Lee, J. R. & Kim, D., 15 Jan 2024, In: Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy. 305, 123501.

Research output: Contribution to journal › Article › peer-review

Mechanical metamaterials as broadband electromagnetic wave absorbers: investigating relationships between geometrical parameters and electromagnetic response

Lim, D. D., Lee, S., Lee, J. H., Choi, W. & Gu, G. X., 11 Mar 2024, In: Materials Horizons. 11, 10, p. 2506-2516 11 p.

Research output: Contribution to journal › Article › peer-review

5 Scopus citations

On Improving Sheet Metal Formability in Hydrodynamic Deep Drawing Process through a Solid-Oil-Type Mineral Grease Pressure Medium

Modanloo, V., Akhoundi, B., Lee, T. & Quagliato, L., Jan 2024, In: Steel Research International. 95, 1, 2300324.

Research output: Contribution to journal › Article › peer-review

Radiographic Evaluation of the Association between Foot Deformities and Ankle Medial Osteoarthritis

Choi, J. H., Noh, K. S., Lee, D. Y., Choi, Y. H., Lee, T. & Lee, K. M., Feb 2024, In: Clinics in Orthopedic Surgery. 16, 1, p. 125-133 9 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Reversible solid oxide cell system with thermocline-type thermal energy storage: Numerical and techno-economic analysis

Hwang, H., Lim, Y. & Choi, W., 15 Aug 2024, In: Energy Conversion and Management. 314, 118652.

Research output: Contribution to journal › Article › peer-review

2023

A comparative analysis of integrating thermochemical oxygen pumping in water-splitting redox cycles for hydrogen production

Patankar, A. S., Wu, X. Y., Choi, W., Tuller, H. L. & Ghoniem, A. F., 1 Nov 2023, In: Solar Energy. 264, 111960.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Advancing diabetes prediction with a progressive self-transfer learning framework for discrete time series data

Lim, H., Kim, G. & Choi, J. H., Dec 2023, In: Scientific Reports. 13, 1, 21044.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

Annotation-Efficient Deep Learning Model for Pancreatic Cancer Diagnosis and Classification Using CT Images: A Retrospective Diagnostic Study

Viriyasaranon, T., Chun, J. W., Koh, Y. H., Cho, J. H., Jung, M. K., Kim, S. H., Kim, H. J., Lee, W. J., Choi, J. H. & Woo, S. M., Jul 2023, In: Cancers. 15, 13, 3392.

Research output: Contribution to journal › Article › peer-review

Open Access

4 Scopus citations

Botulinum neurotoxin type A improves vasti muscle balance, patellar tracking, and pain in patients with chronic patellofemoral pain

Pal, S., Choi, J. H., Delp, S. L. & Fredericson, M., May 2023, In: Journal of Orthopaedic Research. 41, 5, p. 962-972 11 p.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Counter-Rotating Hoop Stabilizer and SVR Control for Two-Wheels Vehicle Applications

Jung, C., Lee, Y., Yum, H., Kwon, C., Jang, C., Quagliato, L. & Lee, T., 2023, In: IEEE Access. 11, p. 14436-14447 12 p.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

Deep Learning Accelerated Design of Mechanically Efficient Architected Materials

Lee, S., Zhang, Z. & Gu, G. X., 10 May 2023, In: ACS Applied Materials and Interfaces. 15, 18, p. 22543-22552 10 p.

Research output: Contribution to journal › Article › peer-review

20 Scopus citations

Effects of Tissue Relaxation, Eddy currents, and Acceleration on Velocity-Selective Preparation Pulses

Shin, T., 2023, In: Journal of Magnetics. 28, 1, p. 49-55 7 p.

Research output: Contribution to journal › Article › peer-review

Extreme gradient boosting-inspired process optimization algorithm for manufacturing engineering applications

Lee, S., Park, J., Kim, N., Lee, T. & Quagliato, L., Feb 2023, In: Materials and Design. 226, 111625.

Research output: Contribution to journal › Article › peer-review

Open Access

20 Scopus citations

From Brittle to Ductile: Symmetry Breaking in Strut-Based Architected Materials

Yu, S. Y., Lee, S., Zhang, Z., Jin, Z. & Gu, G. X., 1 May 2023, In: ACS Materials Letters. 5, 5, p. 1288-1294 7 p.

Research output: Contribution to journal › Article › peer-review

Greenhouse gas reduction and economic cost of technologies using green hydrogen in the steel industry

Choi, W. & Kang, S., 1 Jun 2023, In: Journal of Environmental Management. 335, 117569.

Research output: Contribution to journal › Article › peer-review

19 Scopus citations

Intra-person multi-task learning method for chronic-disease prediction

Kim, G., Lim, H., Kim, Y., Kwon, O. & Choi, J. H., Dec 2023, In: Scientific Reports. 13, 1, 1069.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Scopus citations

Manufacturing Process, Tensile-Compressive, and Impact Properties of Tungsten (W)-Particle-Reinforced SLA Methacrylate

Perin, M., Quagliato, L., Berti, G. A., Jang, C., Jang, S. & Lee, T., Dec 2023, In: Polymers. 15, 24, 4728.

Research output: Contribution to journal › Article › peer-review

Open Access

MM-Net: Multiframe and Multimask-Based Unsupervised Deep Denoising for Low-Dose Computed Tomography

Jeon, S. Y., Kim, W. & Choi, J. H., 1 Mar 2023, In: IEEE Transactions on Radiation and Plasma Medical Sciences. 7, 3, p. 296-306 11 p.

Research output: Contribution to journal › Article › peer-review

5 Scopus citations

Mobile Proton-Exchange Membrane Fuel Cell Powered by Diesel Fuel: System Simulation and Life Cycle Analysis

Hwang, H., Yoon, J. & Choi, W., 2023, In: International Journal of Energy Research. 2023, 3849631.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

multi-kernel and multi-scale learning based deep ensemble model for predicting recurrence of non-small cell lung cancer

Kim, G., Park, Y. M., Yoon, H. J. & Choi, J. H., 2023, In: PeerJ Computer Science. 9, e1311.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Scopus citations

Real-time temperature correction for magnetoresistive biosensors integrated with temperature modulator

Kim, S., Wang, S. X. & Lee, J. R., Sep 2023, In: Biosensors and Bioelectronics: X. 14, 100356.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

Single and Multiple Gate Design Optimization Algorithm for Improving the Effectiveness of Fiber Reinforcement in the Thermoplastic Injection Molding Process

Perin, M., Lim, Y., Berti, G. A., Lee, T., Jin, K. & Quagliato, L., Jul 2023, In: Polymers. 15, 14, 3094.

Research output: Contribution to journal › Article › peer-review

Open Access

Spatially and velocity-selective magnetization preparation for noncontrast-enhanced peripheral MR angiography

Shin, T., Lee, H. S., Zun, Z. & Jang, J., Jul 2023, In: NMR in Biomedicine. 36, 7, e4901.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Stretchable and Biocompatible Transparent Electrodes for Multimodal Biosignal Sensing from Exposed Skin

Kim, M., Um, H.-K., Choi, H., Lee, J. S., Kim, J., Kim, K., Noh, E., Han, M., Lee, H. W., Choi, W. I., Lee, S. H., Lee, J.-R. & Lee, B. H., 25 Apr 2023, In: Advanced Electronic Materials. 9, 8, p. 1-11 11 p., aelm.202300075.

Research output: Contribution to journal › Article › peer-review

Open Access

5 Scopus citations

Unsupervised Visual Representation Learning Based on Segmentation of Geometric Pseudo-Shapes for Transformer-Based Medical Tasks

Viriyasaranon, T., Woo, S. M. & Choi, J. H., 1 Apr 2023, In: IEEE journal of biomedical and health informatics. 27, 4, p. 2003-2014 12 p.

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

Whole-Neck Non-Contrast-Enhanced MR Angiography Using Velocity Selective Magnetization Preparation

Park, C. J., Choi, S. H., Park, J. & Shin, T., Feb 2023, In: Tomography. 9, 1, p. 60-69 10 p.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Scopus citations

특징 최소화와 선택을 이용한 욕창 발생 예측을 위한 중요 혈액 특징값 예측

Choi, J.-H., 2023, In: 정보과학회논문지.

Research output: Contribution to journal › Article › peer-review

2022

Acquisition of a single grid-based phase-contrast X-ray image using instantaneous frequency and noise filtering

Yang, J. S., Jeon, S. Y. & Choi, J. H., Dec 2022, In: BioMedical Engineering Online. 21, 1, 92.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

Adaptive affine homogenization method for Visco-hyperelastic composites with imperfect interface

Kim, Y., Jung, J., Lee, S., Doghri, I. & Ryu, S., Jul 2022, In: Applied Mathematical Modelling. 107, p. 72-84 13 p.

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

Ambient Humidity-Induced Phase Separation for Fiber Morphology Engineering toward Piezoelectric Self-Powered Sensing

Lee, S., Kim, D., Lee, S., Kim, Y. I., Kum, S., Kim, S. W., Kim, Y., Ryu, S. & Kim, M., 27 Apr 2022, In: Small. 18, 17, 2105811.

Research output: Contribution to journal › Article › peer-review

35 Scopus citations

A Reactor Train System for Efficient Solar Thermochemical Fuel Production

Patankar, A. S., Wu, X. Y., Choi, W., Tuller, H. L. & Ghoniem, A. F., Dec 2022, In: Journal of Solar Energy Engineering, Transactions of the ASME. 144, 6, 061014.

Research output: Contribution to journal › Article › peer-review

9 Scopus citations

Deep Learning with Multimodal Integration for Predicting Recurrence in Patients with Non-Small Cell Lung Cancer

Kim, G., Moon, S. & Choi, J. H., Sep 2022, In: Sensors (Switzerland). 22, 17, 6594.

Research output: Contribution to journal › Article › peer-review

Open Access

7 Scopus citations

Effects of shear-thickening polymer on force attenuation capacities in hip protectors

Yum, H., Lim, H., Min, D., Kwon, C., Seo, J., Kim, M., Kim, B., Lee, K. M. & Lee, T., Apr 2022, In: Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science. 236, 8, p. 3881-3885 5 p.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Egr1 is a 3D matrix–specific mediator of mechanosensitive stem cell lineage commitment

Baek, J., Lopez, P. A., Lee, S., Kim, T. S., Kumar, S. & Schaffer, D. V., Apr 2022, In: Science Advances. 8, 15, eabm4646.

Research output: Contribution to journal › Article › peer-review

Open Access

24 Scopus citations

FEA Modeling of Soft Tissue Interaction for Active Needles With a Rotational Tip Joint

Quagliato, L. & Ryu, S. C., 2022, In: IEEE Access. 10, p. 46291-46301 11 p.

Research output: Contribution to journal › Article › peer-review

Open Access

4 Scopus citations

FID-calibrated simultaneous multi-slice fast spin echo with long trains of hard pulses

Lim, E. J., Sohn, C. H., Shin, T. & Park, J., 7 Feb 2022, In: Physics in Medicine and Biology. 67, 3, 035002.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Generalized self-calibrating simultaneous multi-slice MR image reconstruction from 3D Fourier encoding perspective

Lim, E. J., Shin, T., Lee, J. & Park, J., Nov 2022, In: Medical Image Analysis. 82, 102621.

Research output: Contribution to journal › Article › peer-review

Generative machine learning algorithm for lattice structures with superior mechanical properties

Lee, S., Zhang, Z. & Gu, G. X., 7 Mar 2022, In: Materials Horizons. 9, 3, p. 952-960 9 p.

Research output: Contribution to journal › Article › peer-review

57 Scopus citations

Geometry evolution prediction and process settings influence in profiled ring rolling

Mirandola, I., Quagliato, L., Berti, G. A., Caracciolo, R., Ryu, S. C., Perin, M. & Kim, N., Sep 2022, In: International Journal of Advanced Manufacturing Technology. 122, 2, p. 799-819 21 p.

Research output: Contribution to journal › Article › peer-review