Journal papers (Published)

J5. Yangue, E., Ranjan, A., Feng, Y., and Liu, C. Toward smart ultrasound image augmentation to advance tumor treatment monitoring: exploring the potential of diffusion generative model. ASME Transactions Journal of Medical Devices. doi: https://doi.org/10.1115/1.4065905

J4. Fullington, D., Yangue, E., Bappy, M., Liu, C., and Tian, W., 2024. Leveraging Small-scale Datasets for Additive Manufacturing Process Modeling and Part Certification: Current Practice and Remaining Gap. Journal of Manufacturing Systems (JMS). doi: https://doi.org/10.1016/j.jmsy.2024.04.021

J3. Yangue, E., Fullington, D., Smith, O., Tian, W., and Liu, C., 2024. Diffusion generative model-based learning for smart layer-wise monitoring of additive manufacturing. ASME Transactions Journal of Computing and Information Science in Engineering (JCISE). doi: https://doi.org/10.1115/1.4065092

J2. Saimon, A.I., Yangue, E., Yue, X., Kong, Z.J., and Liu, C. Advancing Additive Manufacturing through Deep Learning: A Comprehensive Review of Current Progress and Future Challenges. arXiv preprint arXiv:2403.00669.  IISE Transactions (Accepted)

Journal papers (under review)

J1. Kouadio, H., Yangue, E., Koutouan, P.R., Edi, H.D., Kouadio, Y., Kouabran, Y., and Konan, J. Are we there yet? Educational Effectiveness in Secondary Schools in Côte d’Ivoire.  (Under first review).

Conference papers (Published/accepted)

C3.  Yangue, E., Li, Y., Ranjan, A., and Liu, C. An Adaptive Image Segmentation Approach for Tumor Region Identification in Ultrasound Images. 46th IEEE Engineering in Medicine and Biology Society (EMBC).

C2.  O’Connor, E., Yangue, E., Feng, Y., Wu, H., and Liu, C. Towards Personalized Inhalation Therapy by Correlating Chest CT Imaging and Pulmonary Function Test Features Using Machine Learning. 46th  IEEE Engineering in Medicine and Biology Society (EMBC).

C1.  Yangue, E., Ye, Z., Kan, C. and Liu, C., 2023. Integrated deep learning-based online layer-wise surface prediction of additive manufacturing. Manufacturing Letters, 35, pp.760-769. 51st North American Manufacturing Research Conference (NAMRC), Rutgers University, New Brunswick, New Jersey, June 12 - 16 2023.

P.1   NSF: PFI-RP: Improving Inhaler Design and Efficacy with a Novel AI-assisted Digital Human Testing Platform

P.2. OCAST Health Research Program: AI-enabled real-time imaging and diagnosis technique for effective drug   delivery in solid tumor treatment 

P.2  Empowering Cloud Computing for Non-image-based Diabetic Retinopathy Screening by Designing an EHR-            oriented Incremental Learning Framework