Department of Mechanical & Biomedical Engineering

Research output

Research output per year 1996 2013 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024

• 5825 Citations
• 38 h-index
• 251 Article
• 60 Conference contribution
• 8 Review article
• 2 Paper
• 4 More
  • 2 Comment/debate
  • 1 Chapter
  • 1 Editorial

Research output per year

Research output per year

Search results

• 2024

  Advancing programmable metamaterials through machine learning-driven buckling strength optimization

  Lee, S., Kwon, J., Kim, H., Ritchie, R. O. & Gu, G. X., Aug 2024, In: Current Opinion in Solid State and Materials Science. 31, 101161.

  Research output: Contribution to journal › Review article › peer-review

  • Metamaterial 100%
  • Elastic Moduli 14%
  • Stress Field 14%
  1 Scopus citations

• 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

  • Learning System 100%
  • Unsupervised Learning 100%
  • Deep Learning Method 100%
  • Neural Network 100%
  • Deep Neural Network 100%
  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

  • Convolutional Neural Network 100%
  • Neural Network 100%
  • Brain Age 100%
  • Prediction Model 40%
  • Feature Map 40%
  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

  • Massage 100%
  • Plantar Fasciitis 100%
  • Clinical Outcome 16%

• 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

  • Stem Cell 100%
  • Cell Fate 100%
  • Cell Lineage 50%
  • Dynamics 50%
  • Upregulation 50%

• 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

  • Knowledge Distillation 100%
  • Image Quality Assessment 100%
  • Reference Image 28%
  • Medical Imaging 14%
  • Semantic Feature 14%

• 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

  • Neural Network 100%
  • Denoising Diffusion Probabilistic Models 100%
  • Magnetic Resonance Angiography 100%
  • Artery 100%
  • Magnetism 100%

• Enhancing Texture Detail Recovery in Low-Dose X-Ray Fluoroscopic Images with a Multi-Frame Deep Learning Framework

  Kim, W., Jeon, S. Y. & Choi, J. H., 2024, Medical Imaging 2024: Physics of Medical Imaging. Fahrig, R., Sabol, J. M. & Li, K. (eds.). SPIE, 129253V. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12925).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Learning Framework 100%
  • de-noising 100%
  • Deep Learning Method 100%
  • Enhance Performance 33%

• 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

  • Magnetism 100%
  • Endonuclease 100%
  • Enzyme Activity 100%
  • Ionic Strength 50%
  • Salinity 50%

• 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

  • Gaussians 100%
  • Design Method 100%
  • Mapping Function 100%
  • Deep Drawing 100%
  • Finite Element Analysis 75%
  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

  • Photoluminescence 100%
  • Copper Ion 100%
  • Sensitive Detection 100%
  • Nanoparticle 100%
  • Rare Earth Element 100%

• 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

  • Mechanical Metamaterials 100%
  • Density 50%
  • Volume Fraction 25%
  • Metamaterial 25%
  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

  • Grease 100%
  • Deep Drawing 100%
  • Finite Element Analysis 100%
  • Drawing Process 100%
  • Experimental Result 50%

• 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

  • Osteoarthritis 100%
  • Ankle Joint 100%
  • Foot Malformation 100%
  • Joint Mobility 37%
  • Correlation Coefficient 16%

• 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

  • Heat Storage 100%
  • Carbon Dioxide 100%
  • Hydrogen Production 100%
  • Oxide Compound 100%
  • Solid Oxide Electrolysis 25%
• 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

  • Comparative Analysis 100%
  • Reactor System 100%
  • Hydrogen Production 100%
  • Oxygen Partial Pressure 100%
  • Water Splitting 100%
  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

  • Learning Framework 100%
  • Transfer Learning 100%
  • discrete-time 100%
  • Time Series Data 100%
  • Discrete Time 100%
  1 Scopus citations

• A motion-level-aware denoising framework for x-ray fluoroscopic images

  Jo, G., Jang, M., Jeon, S. Y., Kim, W. & Choi, J. H., 2023, Medical Imaging 2023: Physics of Medical Imaging. Yu, L., Fahrig, R. & Sabol, J. M. (eds.). SPIE, 124632O. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12463).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • IIR Filter 100%
  • Convolutional Neural Network 100%
  • de-noising 100%
  • Neural Network 100%
  • Fluoroscopy 60%

• Anatomical Landmark Detection Using a Multiresolution Learning Approach with a Hybrid Transformer-CNN Model

  Viriyasaranon, T., Ma, S. & Choi, J. H., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 433-443 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14225 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Convolutional Neural Network 100%
  • Landmark Detection 100%
  • Learning Approach 100%
  • Deep Learning Method 50%
  • Network Architecture 25%

• 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

  • Computer Assisted Tomography 100%
  • Deep Learning Method 100%
  • Computed Tomography 100%
  • Cancer Classification 75%
  • Neural Network 50%
  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

  • Botulinum Toxin A 100%
  • Vastus Muscle 100%
  • Albendazole 100%
  • Computer Assisted Tomography 50%
  • Weight Bearing 33%
  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

  • Pulse Width Modulation 100%
  • Stabilizer 100%
  • Support Vector Machine 100%
  • Radial Basis Function 50%
  • Units of Measurement 50%
  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

  • Beam Element 100%
  • Deep Learning Method 100%
  • Crystal Structure 100%
  • Mechanical Metamaterials 100%
  • Good Agreement 50%
  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

  • Fourier Transform 100%
  • Arterial Spin Labeling 100%
  • Contrast Ratio 66%
  • Longitudinal Magnetization 33%

• 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

  • Experimental Result 100%
  • Engineering Application 100%
  • Objective Function 100%
  • Learning System 100%
  • Search Algorithm 50%
  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

  • Failure Mode 100%
  • Progressive Failure 100%
  • Cellular Structure 100%
  • Mechanical Metamaterials 100%
  • Broadening 50%

• Gate design algorithm to maximize the fiber orientation effectiveness in thermoplastic injection-molded components

  Perin, M., Berti, G. A., Lee, T. & Quagliato, L., 2023, Material Forming - The 26th International ESAFORM Conference on Material Forming – ESAFORM 2023. Madej, L., Sitko, M. & Perzynsk, K. (eds.). Association of American Publishers, p. 321-330 10 p. (Materials Research Proceedings; vol. 28).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Fiber Orientation 100%
  • Fibre Orientation Distribution 66%
  • Nodes 33%
  • Mechanical Performance 33%
  • Short Fiber 33%

• 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

  • Green Hydrogen 100%
  • Greenhouse Gas 100%
  • Methanol 100%
  • Carbon Dioxide 50%
  • Steel Mill 44%
  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

  • Multitask Learning 100%
  • Short Term Memory 100%
  • Step Time 100%
  • Neural Network 100%
  • Short-Term Memory 100%
  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

  • Limitations 100%
  • Tensiles 100%
  • Manufacturing Process 100%
  • Base Material 100%
  • Tungsten 100%

• 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

  • de-noising 100%
  • Computed Tomography 100%
  • Supervised Method 75%
  • U-Net 75%
  • Image Quality 50%
  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

  • Proton-Exchange Membrane Fuel Cells 100%
  • Life Cycle Analysis 100%
  • Fuel System 100%
  • Greenhouse Gas 100%
  • Proton-Exchange Membrane Fuel Cells System 83%
  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

  • Ensemble Model 100%
  • Network Model 100%
  • Convolutional Neural Network 100%
  • Deep Learning Method 100%
  • Neural Network Model 100%
  2 Scopus citations

• Noise2Contrast: Multi-contrast Fusion Enables Self-supervised Tomographic Image Denoising

  Wagner, F., Thies, M., Pfaff, L., Maul, N., Pechmann, S., Gu, M., Utz, J., Aust, O., Weidner, D., Neag, G., Uderhardt, S., Choi, J. H. & Maier, A., 2023, Information Processing in Medical Imaging - 28th International Conference, IPMI 2023, Proceedings. Frangi, A., de Bruijne, M., Wassermann, D. & Navab, N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 771-782 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13939 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • de-noising 100%
  • image denoising 100%
  • Imaging Modality 50%
  • Image Contrast 50%
  • Supervised Method 25%
  1 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

  • Temperature Time 100%
  • Bioinstrumentation 100%
  • Electric Resistance 100%
  • Magnetoresistance 100%
  • Electrical Resistance 100%
  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

  • Finite Volume Method 100%
  • Design Optimization 100%
  • Injection Moulding Process 100%
  • Fibre Reinforcement 100%
  • Thermoplastics 100%

• 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

  • Signal-to-Noise Ratio 100%
  • Noise Ratio 100%
  • Computer Simulation 100%
  • Pulse Rate 100%
  • Magnetic Resonance Angiography 100%
  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

  • Signal-to-Noise Ratio 100%
  • Arm 100%
  • Biological Activity 100%
  • Electrocardiogram 100%
  • Carboxamide 100%
  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

  • Visual Representation 100%
  • Representation Learning 100%
  • Semantic Feature 100%
  • Annotation 50%
  • Classification Models 50%
  4 Scopus citations

• Velocity-selective excitation: Principles and applications

  Zun, Z. & Shin, T., Feb 2023, In: NMR in Biomedicine. 36, 2, e4820.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Eddy Current 100%
  • Image Contrast 100%
  • Magnetic Field 100%
  • Angiography 100%
  • Motion 100%
  2 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

  • Neck 100%
  • Magnetic Resonance Angiography 100%
  • Normal Human 100%
  • Angiography 28%
  • Subclavian Artery 28%
  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

  • Noise Filtering 100%
  • Phase Contrast 100%
  • Instantaneous Frequency 100%
  • Real Time 100%
  • Tomography 33%
  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

  • Mechanical Response 100%
  • Imperfect Interface 100%
  • Homogenization 100%
  • Loading Condition 33%
  • Strain State 33%
  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

  • Piezoelectric 100%
  • Self-Powered 100%
  • Phase Separation 100%
  • Piezoelectricity 100%
  • Porosity 80%
  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

  • Fuel Production 100%
  • Heat Recovery 100%
  • Auxiliaries 100%
  • Technical Challenge 50%
  • Conversion Efficiency 50%
  9 Scopus citations

• Correction to: Influence of mechanical and TGF-β3 stimulation on the tenogenic differentiation of tonsil-derived mesenchymal stem cells (BMC Molecular and Cell Biology, (2022), 23, 1, (3), 10.1186/s12860-021-00400-7)

  Wee, J., Kim, H., Shin, S. J., Lee, T. & Lee, S. Y., Dec 2022, In: BMC Molecular and Cell Biology. 23, 1, 7.

  Research output: Contribution to journal › Comment/debate

  Open Access

  • Mesenchymal Stem Cell 100%
  • Tonsil 100%
  • Cytotechnology 100%
  • Cytology 100%

• Deep Denoising Network for X-Ray Fluoroscopic Image Sequences of Moving Objects

  Kim, W., Lee, W., Jeon, S. Y., Kang, N., Jo, G. & Choi, J. H., 2022, Machine Learning for Medical Image Reconstruction - 5th International Workshop, MLMIR 2022, Held in Conjunction with MICCAI 2022, Proceedings. Haq, N., Johnson, P., Maier, A., Qin, C., Würfl, T. & Yoo, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 95-104 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13587 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • de-noising 100%
  • Image Sequence 100%
  • Fluoroscopy 100%
  • Image Quality 20%
  • Superior Performance 20%

• 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

  • Recurrent Disease 100%
  • Non Small Cell Lung Cancer 100%
  • Tumor Volume 100%
  • Diagnosis 66%
  • Neoplasm 33%
  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

  • Shear Thickening 100%
  • Hip Protector 100%
  • Impact Energy 37%
  • Polyurethan 25%
  • Peak Force 12%