College of Electrical Engineering and Computer Science

Research output

Research output per year 1972 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2025

• 11413 Article
• 6606 Conference contribution
• 888 Patent
• 856 Conference article
• 1267 More
  • 623 Paper
  • 204 Editorial
  • 174 Chapter
  • 108 Review article
  • 76 Comment/debate
  • 40 Letter
  • 29 Book
  • 8 Foreword/postscript
  • 4 Short survey
  • 1 Preprint

Research output per year

Research output per year

Search results

• 2025

  Impact of thermal treatments on resistive switching properties of Y₂Ti₂O₇ thin films prepared by RF sputtering

  Lan, Y. J., Wu, C. C., Hsu, T. H., Chuang, R. W. & Huang, C-L., 2025 Jan, In: Journal of Materials Science: Materials in Electronics. 36, 1, 65.

  Research output: Contribution to journal › Article › peer-review
• 2024

  3DSN-Net: A 3-D Scale-Aware convNet With Nonlocal Context Guidance for Kidney and Tumor Segmentation From CT Volumes

  Wu, H., Zhang, B., Li, Z., Qin, J. & Lee, T. Y., 2024 May 1, In: IEEE Transactions on Cybernetics. 54, 5, p. 3299-3312 14 p.

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

  • Tumors 100%
  • Feature extraction 12%
  1 Citation (Scopus)

• ACC-GAN: Cross Scanner Robustness With Annotation Consistency Guided Cycle-GAN

  Chiou, C. Y., Tsai, H. W., Yang, W. J., Lee, C. H., Sun, M. T., Gabrani, M., Cheng, K. S., Wu, M. L. & Chung, P. C., 2024 May, In: Journal of Information Science and Engineering. 40, 3, p. 455-474 20 p.

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

  • Scanner 100%
  • Annotation 92%
  • artificial intelligence 66%
  • Artificial Intelligence 63%
  • Artificial intelligence 58%

• A compensator design and stability margin monitor for digitally controlled DC-DC converters

  Yeh, J. W., Yang, C. H., Chang, J. H., Chen, C. Y. & Tsai, C. H., 2024, In: Journal of the Chinese Institute of Engineers, Transactions of the Chinese Institute of Engineers,Series A. 47, 6, p. 688-702 15 p.

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

• A Configurable DC-DC Ripple Attenuator Module With an Active Ripple Cancellation Technique

  Chen, J., Wang, Z., Huang, J., Wang, H., Luo, P. & Liang, T. J., 2024 Jun 1, In: IEEE Transactions on Power Electronics. 39, 6, p. 7217-7229 13 p.

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

  • Decentralized control 100%
  • Analog circuits 94%
  • Electric potential 87%
  • Capacitors 66%
  • Controllers 45%
  1 Citation (Scopus)

• A Cooperative Content Dissemination Framework for Fog-Based Internet of Vehicles

  Wu, W., Wang, P., Zhang, Y., Xin, X., He, Y. & Quek, T. Q. S., 2024, In: IEEE Transactions on Vehicular Technology. 73, 12, p. 18878-18892 15 p.

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

  Open Access

• A Cooperative Vehicle-Road System for Anomaly Detection on Vehicle Tracks With Augmented Intelligence of Things

  Zhang, Y., Lin, L., Huang, Y., Wang, X., Hsieh, S. Y., Gadekallu, T. R. & Jalilpiran, M., 2024, In: IEEE Internet of Things Journal. 11, 22, p. 35975-35988 14 p.

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

  • Road vehicles 100%
  • Anomaly detection 86%
  • Trajectories 57%
  • Internet of things 34%
  • Supervised learning 21%
  1 Citation (Scopus)

• Adaptive Routing Design for Flying Ad Hoc Networks: A Joint Prediction Approach

  Zhang, M., Cheng, H., Yang, P., Dong, C., Zhao, H., Wu, Q. & Quek, T. Q. S., 2024 Feb 1, In: IEEE Transactions on Vehicular Technology. 73, 2, p. 2593-2604 12 p.

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

  • Adaptive Routing 100%
  • Ad Hoc Networks 81%
  • Traffic 56%
  • Ad hoc networks 49%
  • Unmanned aerial vehicles (UAV) 46%
  5 Citations (Scopus)

• Adaptive sliding window-based video downloading for 1-to-k cooperative SVC streaming using the multi-access edge computing (MEC) architecture

  Huang, C. M. & Yang, K. J., 2024 Mar, In: Multimedia Tools and Applications. 83, 8, p. 23333-23365 33 p.

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

  • Edge computing 100%
  • Electric power utilization 19%
  • Forward error correction 16%
  • Multicasting 16%
  • Video streaming 14%

• Additive Manufacturing High Current Power Inductor

  Chang, T. W., Huang, P. W., Shih, C. H., Hung, A., Wang, C. C., Ko, H. F. & Tsai, M. C., 2024, In: IEEE Transactions on Magnetics. 60, 9, 8401205.

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

  • Power inductors 100%
  • Inductance 97%
  • Inductor 89%
  • 3D printers 60%
  • Additive 41%
  1 Citation (Scopus)

• A Deep Learning-Based Cloud-Edge Healthcare System With Time-of-Flight Cameras

  Lee, S. Y., Huang, T. Y., Yen, C. Y., Lee, I. P., Chen, J. Y. & Huang, C. R., 2024 Mar 1, In: IEEE Sensors Journal. 24, 5, p. 7064-7074 11 p.

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

  • learning 100%
  • Deep learning 82%
  • cameras 72%
  • Servers 66%
  • Cameras 65%
  1 Citation (Scopus)

• A Direct Current-Sensing VCO-Based 2nd-Order Continuous-Time Sigma-Delta Modulator for Biosensor Readout Applications

  Lee, S. Y., Hsieh, Y. T., Lee, H. Y., Chang, S. S. & Chen, J. Y., 2024 Apr 1, In: IEEE transactions on biomedical circuits and systems. 18, 2, p. 288-298 11 p., 10274113.

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

  • Biosensors 100%
  • Variable frequency oscillators 91%
  • Modulators 83%
  • Digital to analog conversion 21%
  • Resistors 19%
  1 Citation (Scopus)

• A Distributed Microservice-Aware Paradigm for 6G: Challenges, Principles, and Research Opportunities

  Fu, Y., Shan, Y., Zhu, Q., Hung, K., Wu, Y. & Quek, T. Q. S., 2024 May 1, In: IEEE Network. 38, 3, p. 163-170 8 p.

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

  • Network architecture 100%
  17 Citations (Scopus)

• Age-Based Scheduling for Mobile Edge Computing: A Deep Reinforcement Learning Approach

  He, X., You, C. & Quek, T. Q. S., 2024, In: IEEE Transactions on Mobile Computing. 23, 10, p. 9881-9897 17 p.

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

  Open Access

  • Edge computing 100%
  • Reinforcement learning 81%
  • Scheduling 55%
  • Learning algorithms 33%
  • Markov processes 21%
  2 Citations (Scopus)

• Aging-Aware Energy-Efficient Task Deployment of Heterogeneous Multicore Systems

  Chen, Y. G., Wang, C. S., Lin, I. C., Chen, Z. W. & Schlichtmann, U., 2024 May 1, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 43, 5, p. 1580-1593 14 p.

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

  • Aging of materials 100%
  • Electric potential 24%
  • Real time systems 15%
  • Electric power utilization 11%
  • Degradation 10%

• A Highly Reliable Ultrasonic Sensor-Based Bed-Exit Detection System for the Elderly With Early Notification

  Lin, C. L., Lee, P. T., Ho, Y. H., Yang, Z. L., Lu, Y. H., Chan, C. Y. & Sung, P. S., 2024 Jan 1, In: IEEE Sensors Letters. 8, 1, p. 1-4 4 p.

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

  • Ultrasonic sensors 100%
  • beds 75%
  • Accelerometers 75%
  • Infrared radiation 68%
  • ultrasonics 59%

• AI Accelerator with Ultralightweight Time-Period CNN-Based Model for Arrhythmia Classification

  Lee, S. Y., Ku, M. Y., Tseng, W. C. & Chen, J. Y., 2024, (Accepted/In press) In: IEEE transactions on biomedical circuits and systems. p. 1-12 12 p.

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

• Air-Ground Collaborative Resource Optimization in UAV Empowered Cell-Free Massive MIMO Systems

  Xu, L., Zhu, Q., Xia, W., Quek, T. Q. S. & Zhu, H., 2024 Apr 1, In: IEEE Transactions on Communications. 72, 4, p. 2485-2499 15 p.

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

  • MIMO systems 100%
  • Unmanned aerial vehicles (UAV) 98%
  • Air 58%
  • Channel state information 44%
  • Beamforming 41%
  5 Citations (Scopus)

• A Low-Cost Pipelined Architecture Based on a Hybrid Sorting Algorithm

  Chen, Y. R., Ho, C. C., Chen, W. T. & Chen, P. Y., 2024 Feb 1, In: IEEE Transactions on Circuits and Systems I: Regular Papers. 71, 2, p. 717-730 14 p.

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

  • Sorting 100%
  • Costs 38%
  • Computer hardware description languages 30%
  • Throughput 20%
  • Computer hardware 17%

• Ambient temperature and the occurrence of intradialytic hypotension in patients receiving hemodialysis

  Liu, K. H., Chang, W. H., Lai, E. C. C., Tsai, P. C., Hsu, B., Yang, Y. H., Lin, W. R., Huang, T. S., Su, F. Y., Chiang, J. H., Li, C. Y., Tsai, Y. S. & Sung, J. M., 2024 Jan 1, In: CKJ: Clinical Kidney Journal. 17, 1, sfad304.

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

  Open Access

  • Renal Dialysis 93%
  • Temperature 76%
  • Blood Pressure 20%
  • lysyl-lysyl-leucyl-phenylalanyl-lysyl-lysyl-isoleucyl-leucyl-lysyl-tyrosyl-leucinamide 19%
  • Dialysis 18%

• A method to accelerate the rescue of fire-stricken victims

  Lin, Z. T. & Tsai, P. H., 2024 Mar 15, In: Expert Systems With Applications. 238, 122186.

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

  • Fires 100%
  • Motion planning 38%
  • Fuzzy logic 35%
  • Temperature 16%
  • Experiments 14%
  2 Citations (Scopus)

• A Multichannel Injection-Locked OOK Transmitter With Current Mode Edge-Combining Power Amplifier

  Chang, S. K., Lin, Z. W. & Cheng, K. W., 2024, In: IEEE Solid-State Circuits Letters. 7, p. 111-114 4 p.

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

  • Power amplifiers 100%
  • Transmitters 84%
  • Switched filters 81%
  • Energy efficiency 80%
  • Electric power utilization 74%

• An Edge-Cloud Collaboration Framework for Generative AI Service Provision With Synergetic Big Cloud Model and Small Edge Models

  Tian, Y., Zhang, Z., Yang, Y., Chen, Z., Yang, Z., Jin, R., Quek, T. Q. S. & Wong, K. K., 2024, In: IEEE Network. 38, 5, p. 37-46 10 p.

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

  Open Access
  1 Citation (Scopus)

• An enhanced direct torque control strategy with composite controller for permanent magnet synchronous motor

  Le, T. L. & Hsieh, M. F., 2024, (Accepted/In press) In: Asian Journal of Control.

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

  • Control Strategy 63%
  • Torque control 60%
  • Synchronous motors 56%
  • Controller 52%
  • Sliding Mode Control 49%
  5 Citations (Scopus)

• A New Closed-Loop Input Error Approach for Industrial Robot Manipulator Identification Based on Evolutionary Algorithms

  Huang, H. L. & Cheng, M. Y., 2024 Jul 1, In: IEEE Transactions on Control Systems Technology. 32, 4, p. 1196-1211 16 p.

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

  • Industrial robots 100%
  • Evolutionary algorithms 81%
  • Manipulators 78%
  • Robots 20%
  • Torque 11%
  1 Citation (Scopus)

• A New Vision of Wireless Edge Caching Networks (WECNs): Issues, Technologies, and Open Research Trends

  Fu, Y., Zhang, Y., Zhu, Q., Dai, H. N., Li, M. & Quek, T. Q. S., 2024 Jan 1, In: IEEE Network. 38, 1, p. 247-253 7 p.

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

  • Network architecture 100%
  • Computer hardware 31%
  • Communication 26%
  3 Citations (Scopus)

• AnimeDiffusion: Anime Diffusion Colorization

  Cao, Y., Meng, X., Mok, P. Y., Lee, T. Y., Liu, X. & Li, P., 2024, In: IEEE Transactions on Visualization and Computer Graphics. 30, 10, p. 6956-6969 14 p.

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

  • Color 100%
  • Animation 46%
  • Classifiers 32%
  • Semantics 31%
  • Testing 23%
  4 Citations (Scopus)

• An Innovative Multi-Omics Model Integrating Latent Alignment and Attention Mechanism for Drug Response Prediction

  Chen, H-O., Cui, Y-C., Lin, P-C. & Chiang, J-H., 2024, In: Journal of Personalized Medicine. 14, 7, p. 694

  Research output: Contribution to journal › Article › peer-review
  1 Citation (Scopus)

• A noise blocking methodology for effective collaboration

  Yang, Y. T., Ye, H. B., Li, Y. S. & Jiau, H. C., 2024 May, In: Software - Practice and Experience. 54, 5, p. 875-895 21 p.

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

  • Productivity 100%
  • Communication 62%
  • Experiments 44%

• A novel ADE system with tunable droplet size and ejection height

  Shen, S. H., Lian, H. W., Huang, Y. W., Chu, Y. C., Liu, P. C., Lin, F. S., Shen, Y. T. & Huang, C. H., 2024 Mar 28, In: Journal of Applied Physics. 135, 12, 124701.

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

  Open Access

  • ejection 100%
  • acoustics 55%
  • pinholes 35%
  • field-programmable gate arrays 13%
  • surface water 12%
  1 Citation (Scopus)

• A Novel Compress-Forward-Based Hybrid-Duplex Relaying Scheme for Gaussian Relay Channel

  Chen, Z., Xiang, Q., Tian, Z., Wang, M., Wu, D. O. & Quek, T. Q. S., 2024 Mar 1, In: IEEE Wireless Communications Letters. 13, 3, p. 854-858 5 p.

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

  • Decoding 100%

• A Novel Links Fault Tolerant Analysis: <italic>g</italic>-Good <italic>r</italic>-Component Edge-Connectivity of Interconnection Networks With Applications to Hypercubes

  Liu, H., Zhang, M., Hsieh, S. Y. & Lee, C. W., 2024, (Accepted/In press) In: IEEE Transactions on Reliability. p. 1-10 10 p.

  Research output: Contribution to journal › Article › peer-review
  5 Citations (Scopus)

• Application of a three-phase unified power quality conditioner in a microgrid

  Wu, T. H., Huang, S. S. & Chen, P. Y., 2024 Dec, In: IET Smart Grid. 7, 6, p. 872-890 19 p.

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

  Open Access

• A-ReSEUnet: Achieve no-label binary segmentation of nuclei in histology images

  Chang, J. H., Wu, P. H., Wang, T. H. & Chung, P. C., 2024 Oct 9, In: Knowledge-Based Systems. 301, 112217.

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

• Artificial intelligence evaluation of coronary computed tomography angiography for coronary stenosis classification and diagnosis

  Lee, D. Y., Chang, C. C., Ko, C. F., Lee, Y. H., Tsai, Y. L., Chou, R. H., Chang, T. Y., Guo, S. M. & Huang, P. H., 2024 Jan, In: European Journal of Clinical Investigation. 54, 1, e14089.

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

  • Artificial Intelligence 100%
  • Coronary Stenosis 85%
  • Computed Tomography Angiography 79%
  • Label 65%
  • Deep Learning 29%
  2 Citations (Scopus)

• A Self-Evacuation Approach for Robots in Fire Disasters

  Shih, G. R., Tsai, P. H. & Tsai, R. G., 2024 Mar 1, In: IEEE Systems Journal. 18, 1, p. 394-402 9 p.

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

  • Disasters 100%
  • Fires 87%
  • Robots 68%
  • Motion planning 18%
  • Mobile robots 17%
  1 Citation (Scopus)

• A Simulation Framework for Prototyping Intelligent Vehicle-to-Infrastructure Applications: A Case Study on RSU-Based Intersection Movement Assist for Connected Autonomous Vehicles

  Wu, C. T., Wang, S. H. & Tu, C. H., 2024, In: IEEE Access. 12, p. 82584-82598 15 p.

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

  Open Access

• A sliding mode-based single-loop control strategy for permanent magnet synchronous motor drives

  Le, T. L. & Hsieh, M. F., 2024 Jan 7, In: IET Power Electronics. 17, 1, p. 78-91 14 p.

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

  Open Access

  • Synchronous motors 100%
  • Permanent magnets 86%
  • Disturbance rejection 21%
  • Controllers 21%
  • Sliding mode control 19%
  7 Citations (Scopus)

• Assessment of PM_2.5-associated mortality burden among the elderly: Insights into demographic, socio-economic, and geographic factors

  Sharma, A., Hsiao, H. Y., Liu, J. Y., Lung, S. C. C., Su, H. J., Shen, C. F., Chen, N. T., Wu, P. C., Lin, C. Y., Liang, S. F., Cheng, T. J., Chan, T. C., Tsay, Y. S., Chung, H. Y. & Wang, Y. C., 2024 Jul, In: Air Quality, Atmosphere and Health. 17, 7, p. 1535-1545 11 p.

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

  Open Access

  • Geography 100%
  • Air quality standards 64%
  • Economics 60%
  • elderly population 59%
  • mortality 59%
  1 Citation (Scopus)

• Assessments of polymerization shrinkage by optical coherence tomography-based digital image correlation analysis—Part I: Parameter identification

  Chen, W. C., Chuang, S. F., Tseng, P. C., Lai, T. W., Chen, T. Y. F. & Sun, Y. N., 2024 Jun, In: Dental Materials. 40, 6, p. 958-965 8 p.

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

  • Optical tomography 100%
  • Polymerization 82%
  • Identification (control systems) 64%
  • Polymerization Reaction 43%
  • Glass Bead 39%

• A Stochastic Geometry-Based Cost-Efficient Caching Strategy in Device-to-Device-Enabled Multi-Layer Heterogeneous Networks

  Gao, X., Wang, X., Qian, Z. & Quek, T. Q. S., 2024, In: IEEE Transactions on Vehicular Technology. 73, 10, p. 14749-14762 14 p.

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

  • Heterogeneous Networks 100%
  • Caching 99%
  • Heterogeneous networks 66%
  • Costs 46%
  • Strategy 45%
  1 Citation (Scopus)

• A Stochastic Particle Variational Bayesian Inference Inspired Deep-Unfolding Network for Sensing over Wireless Networks

  Hu, Z., Liu, A., Xu, W., Quek, T. Q. S. & Zhao, M., 2024, In: IEEE Journal on Selected Areas in Communications. 42, 10, p. 2832-2846 15 p.

  Research output: Contribution to journal › Article › peer-review
  1 Citation (Scopus)

• A Study of Deposition/Annealing Cyclic Method to Enhance the Performance of Zinc-Tin Oxide Thin-Film Transistor by Ultrasonic Spray Pyrolysis Deposition

  Hung, H. C., Chang, H. C., Chang, F. Y., Liu, H. Y. & Hsu, W. C., 2024 Mar 1, In: IEEE Transactions on Electron Devices. 71, 3, p. 1913-1919 7 p.

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

  • Spray pyrolysis 100%
  • Tin oxides 88%
  • Zinc oxide 85%
  • Thin film transistors 81%
  • Oxide films 79%

• A Survey on Resource Management in Joint Communication and Computing-Embedded SAGIN

  Chen, Q., Guo, Z., Meng, W., Han, S., Li, C. & Quek, T. Q. S., 2024, (Accepted/In press) In: IEEE Communications Surveys and Tutorials. p. 1 1 p.

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

  Open Access
  10 Citations (Scopus)

• Automated deployment mechanism of containerized communication micro-services for smart manufacturing applications

  Chuang, H. Y. & Chen, S. L., 2024, (Accepted/In press) In: Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture.

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

  • Telecommunication networks 100%
  • Communication 76%
  • Machinery 73%
  • Containers 71%
  • Internet of things 64%

• Automated detection of vertebral fractures from X-ray images: A novel machine learning model and survey of the field

  Cheng, L. W., Chou, H. H., Cai, Y. X., Huang, K. Y., Hsieh, C. C., Chu, P. L., Cheng, I. S. & Hsieh, S. Y., 2024 Jan 21, In: Neurocomputing. 566, 126946.

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

  • Machine Learning 100%
  • X rays 79%
  • Compression Fractures 76%
  • X-Rays 68%
  • Machine learning 64%
  13 Citations (Scopus)

• Average AoI-Minimal Trajectory Design for UAV-Assisted IoT Data Collection System: A Safe-TD3 Approach

  Sun, H., Zhou, Y., Tang, J., Kang, Z., Wang, X. & Quek, T. Q. S., 2024 Feb 1, In: IEEE Wireless Communications Letters. 13, 2, p. 530-534 5 p.

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

  • Unmanned aerial vehicles (UAV) 100%
  • Internet of things 90%
  • Trajectories 75%
  • Costs 10%
  5 Citations (Scopus)

• Band Sampling of Hyperspectral Anomaly Detection in Effective Anomaly Space

  Chang, C. I., Lin, C. Y. & Hu, P. F., 2024, In: IEEE Transactions on Geoscience and Remote Sensing. 62, p. 1-29 29 p., 5502729.

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

  Open Access

  • Anomaly detection 100%
  • Sampling 67%
  • anomaly 65%
  • detection 56%
  • sampling 54%
  8 Citations (Scopus)

• Band Selection via Band Density Prominence Clustering for Hyperspectral Image Classification

  Chang, C. I., Kuo, Y. M. & Ma, K. Y., 2024 Mar, In: Remote Sensing. 16, 6, 942.

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

  Open Access

  • image classification 100%
  • prioritization 10%
  • indicator 8%
  • state of the art 3%
  • parameter 3%

• BAPCP: A comprehensive and user-friendly web tool for identifying biomarkers from protein microarray technologies

  Yang, T. H., Syu, G. D., Chen, G. R., Jhong, S. E., Lin, P. H., Lin, P. C., Wang, Y. C., Shah, P., Tseng, Y. Y., Chen, C. S. & Wu, W. S., 2024 Sept, In: Computer Methods and Programs in Biomedicine. 254, 108260.

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

  • Protein Array Analysis 100%
  • Biomarkers 98%
  • Microarrays 89%
  • Proteins 72%
  • Technology 51%