#: Co-first author. *: Co- or Corresponding author.

48.Tongyu Wang, Xipeng Chen, Pengfei Xu, Xiaoke Zhang, Chaoyu Wang, Diya Wang*. UltraAttPix: Attention-enhanced generative adversarial network for high-quality 3D ultrafast diverging wave ultrasound imaging. IEEE International Ultrasonics Symposium, 2025. 

48.Xiaoke Zhang, Xipeng Chen, Pengfei Xu, Diya Wang*. 3D Echocardiography with high spatiotemporal resolution via motion compensation and clutter filtering. IEEE International Ultrasonics Symposium, 2025. 

47. Diya Wang*, Mingxi Wan. Research on multi-parametric functional perfusion imaging and systems based on dynamic contrast-enhanced ultrasound. International Symposium on Nonlinear Acoustics, 2025. (Invited report)

46. Qiao Wang, Youjia Sun, Yaojie Wu, Diya Wang*. 3Cross-corneal riboflavin drug delivery enhanced and regulated by pLIFU cavitation for keratoconus treatment: ex vivo study. International Symposium on Nonlinear Acoustics, 2025. (Oral Presentation)

45. Tongyu Wang, Pengfei Xu, Xipeng Chen, Xiaoke Zhang, Diya Wang*. MSRAR-Net: Single-shot high-quality 3D ultrasound imaging via multi-resolution residual attention reconstruction network. International Symposium on Nonlinear Acoustics, 2025.

44. Xiaoke Zhang, Xipeng Chen, Pengfei Xu, Diya Wang*. 3D echocardiography with high spatiotemporal resolution via motion compensation and clutter filtering. International Symposium on Nonlinear Acoustics, 2025.(Oral Presentation)

43. Pengfei Xu, Xipeng Chen, Xiheng Huang, Mingxi Wan, Diya Wang*. 3D myocardial coronary contrast enhanced diverging wave imaging based on coherence factor and pulse-inversion bubblet decorrelation: in vitro study. IEEE International Ultrasonics Symposium, 2024. (Oral Presentation)

42. Zhikai Ruan#, Pengfei Xu#, Canxu Song, Chaoyu Wang, Jing Zhao, Meng Chen, Suoni Li, Diya Wang*. Multimodality feature decomposition and fusion for ultrasound breast cancer diagnosis in BI-RADS category 4. IEEE International Ultrasonics Symposium, 2024. (Oral Presentation)

41. Qiao Wang, Chenzhi Yang, Pengfei Xu, Jianpu Li, Diya Wang*. Cross-Corneal Riboflavin Drug Delivery Enhanced and Regulated Cavitation by pLIFU for Keratoconus Treatment: Ex Vivo Study. IEEE International Ultrasonics Symposium, 2024. (Oral Presentation)
40. Qiao Wang, Chengzhi Yang, Pengfei Xu, Zhaofu Pu, Diya Wang*. Corneal Stiffness Assessment Using Ultrafast Shear Wave Elastography Based on Acoustic Radiation Force: Ex Vivo Study. IEEE International Ultrasonics Symposium, 2024.

39. Diya Wang*, Mingxi Wan.Multi-parametric functional perfusion imaging based on dynamic contrast-enhanced ultrasound. International Congress on Ultrasonics, 2023. (Invited report)

38. Pengfei Xu, Xiheng Huang, Mingxi Wan, Diya Wang*. 3D contrast enhanced plane wave imaging based on pulse-inversion bubblet decorrelation. International Congress on Ultrasonics, 2023. (Oral Presentation)

37. Zhikai Ruan, Pengfei Xu, Jing Zhao, Diya Wang*. Image-text feature fusion model for classification of ultrasound breast tumors within BI-RADS category 4. IEEE International Ultrasonics Symposium, 2023. (Oral Presentation)

36. Youjia Sun, Chengzhi Yang, Pengfei Xu,  Diya Wang*, Yi Feng, Everette C. Burdette, Chris J. Diederich*. Monitoring abalation volume of catheter-based ultrasound thermal therapy using 3D imaging of changes in backscatter energy: a feasibility study. IEEE International Ultrasonics Symposium, 2023.

35. Wentao Zhao, Chaoyu Wang, Xiheng Huang, Mingxi Wan, Diya Wang*. Coronary arterial pressure imaging from velocity field marked by microbubbles using physics-informed neural network: a feasibility study. IEEE International Ultrasonics Symposium, 2023.

34. Xiheng Huang, Qin Zou, Mingxi Wan, Diya Wang*. 3D multi-parametric hepatic functional perfusion imaging based on DCEUS using 1D probe and machine learning: a feasibly study. IEEE International Ultrasonics Symposium, 2023. (Oral Presentation)

33. Hanbing Chu , Liyuan Jiang, Chao Guo, Xiao Su, Jinxuan Ma, Diya Wang, Mingxi Wan*. Cross-scale transcranial nonlinear contrast-enhanced power doppler plane wave imaging with high contrast-to-tissue ratio and sensitivity. IEEE International Ultrasonics Symposium, 2022. (Oral Presentation)

32. Chengzhi Yang, Diya Wang*, Peter D. Jones, Everette C. Burdette, Chris J. Diederich*. Angle monitoring of directional energy deposition for catheter-based ultrasound thermal therapy using fitted changes in ultrasound backscatter energy imaging: ex vivo investigation. IEEE International Ultrasonics Symposium, 2022. 

31. Zhikai Ruan, Guy Cloutier, Mingxi Wan, Diya Wang*. Motion tracking of the left ventricle in high-frame-rate echocardiography for ejection fraction estimation based on unsupervised deep learning: a feasibility study. IEEE International Ultrasonics Symposium, 2022. 

30. Diya Wang, Chengzhi Yang, E. Clif Burdette, Chris J. Diederich*. Monitoring ablation dimensions and areas of catheter-based ultrasound thermal therapy using thresholding fitted changes in ultrasound backscatter energy imaging. IEEE International Ultrasonics Symposium, 2021. (Oral Presentation)
29. Qiao Wang, Shukuan Lu, Mingxi Wan, Diya Wang*. 2.5 D dual-phase intratumoral microvascular DCEUS-based functional perfusion imaging using machine learning. IEEE International Ultrasonics Symposium, 2021. 
28.  Pengfei Xu, Jing Zhao, Mingxi Wan, Diya Wang*. Classification of ultrasound breast tumor images within BI-Rads category 4 with false-positive using several CNNs. IEEE International Ultrasonics Symposium, 2021. (Oral Presentation)

27. Shukuan Lu, Yan Zhao, Lei Zhang, D Wang, M Wan*. Passive Cavitation mapping with fast computation and reduced artifacts utilizing sparse matrix beamforming and apodization correlation. IEEE International Ultrasonics Symposium, 2021. (Oral Presentation)

26. Qin Zou, Junling Gao, Bo Zhang, Lei Xu，Diya Wang*，Mingxi Wan*. Automatic 3D ultrasound imaging for interphalangeal joints by 3D residual convolutional neural network. IEEE International Ultrasonics Symposium, 2021.  (Oral Presentation)

25. Junling Gao, Qin Zou, Lei Xu, Bo Zhang, Liang Wu, Diya Wang*, Mingxi Wan*. An efficient plane wave imaging method for vocal cords by progressively learning dual reconstruction networks. IEEE International Ultrasonics Symposium, 2021. (Oral Presentation)

24. Diya Wang, Everette C. Burdette, Chris J. Diederich*. Ultrasonic multi-spatiotemporal compounding CBE monitoring approach for thermal therapy using catheter-based ultrasound applicators. 7th International Symposium on Focused Ultrasound, USA, 2020. (Oral Presentation)

23. Shukuan Lu, Yan Zhao, Renyan Li, Diya Wang, Xianbo Yu, Bo Zhang, Mingxi Wan*. Enhanced hemispherical-array passive acoustic mapping utilizing dual apodization with cross-correlation. IEEE International Ultrasonics Symposium, Las Vegas, USA, 2020. (Oral Presentation)

22. Shukuan Lu, Yan Zhao, Xianbo Yu, Renyan Li, Diya Wang, Bo Zhang, Mingxi Wan*. Robust artifacts suppression in ultrasound passive cavitation mapping using multi-apodization with cross-correlation. IEEE International Ultrasonics Symposium, Las Vegas, USA, 2020.

21. Diya Wang, E. Clif Burdette, Chris J. Diederich*. Ultrasonic CBE monitoring approach with high contrast for thermal therapy using percutaneous catheter-based ultrasound applicators. IEEE International Ultrasonics Symposium, Las Vegas, USA, 2020. (Oral Presentation)

20. Diya Wang, Mingxi Wan, Chris J. Diederich*. Nakagami-m parametric characterization of contrast-enhanced ultrasound with high sensitivity: In vivo validations. IEEE International Ultrasonics Symposium, Las Vegas, USA, 2020.

19. Diya Wang, Boris Chayer, François Destrempes, François Tournoux*, Guy Cloutier*. Stiffness evaluation of aortic aneurysm using an ultrafast principal strain estimator: In vitro validations. IEEE International Ultrasonics Symposium, Kobe, Japan, 2018. (Oral Presentation)

18. Diya Wang, Zhe Su, Mingxi Wan*. Automatic respiratory gating for contrast-enhanced ultrasound parametric functional imaging using machine learning. 2nd International Congress on Personalized Health Care, Montreal, Canada, 2018, No. 28.

17. Diya Wang, Boris Chayer, François Destrempes, François Tournoux*, Guy Cloutier*. Stiffness evaluation of aortic aneurysm using an ultrafast regularized tissue-Doppler optical-flow principal strain estimator: In vitro validations. 2nd International Congress on Personalized Health Care, Montreal, Canada, 2018, No. 27.

16. Diya Wang, Zhe Su, Mingxi Wan*. Microbubble-enhanced quantitative ultrasound with respiratory motion compensation based on machine learning: An in vitro study. 29th Annual RI-MUHC Respiratory Research Day, Montreal, Canada, 2018: 48.

15. Diya Wang, Zhe Su, Mingxi Wan*. Automatic out-of-plane respiratory gating for dynamic contrast-enhanced-ultrasound-based parametric functional imaging using principal component analysis. 1er symposium sur les applications de l’intelligence artificielle en médecine (IAM), Montreal, Canada, 2018, No. 45.

14. Diya Wang, Boris Chayer, François Destrempes, François Tournoux*, Guy Cloutier*. Stiffness evaluation of aortic aneurysm using an ultrafast principal strain estimator: In vitro validations. 20e Congrès des étudiants, stagiaires et résidents du CRCHUM, Montreal, Canada, 2018. (Oral Presentation)

13. Diya Wang, Jonathan Poree, Boris Chayer, Amir Hodzic, Damien Garcia, François Tournoux*, Guy Cloutier*. Ultrafast myocardial elastography using coherent compounding of diverging waves during simulated stress tests: An in vitro study. IEEE International Ultrasonics Symposium, Washington DC, USA, 2017, 1852-1855. (Oral Presentation)

12. Diya Wang, Jonathan Poree, Boris Chayer, Amir Hodzic, François Tournoux*, Guy Cloutier*. Ultrafast myocardial elastography using coarse-to-fine affine strain estimation during simulated stress tests. 8e Journée scientifique du CRCHUM, Montreal, Canada, 2017. (Oral Presentation)

11. Diya Wang, Jonathan Poree, Boris Chayer, Amir Hodzic, Damien Garcia, François Tournoux*, Guy Cloutier*. High-frame-rate myocardial elastography during simulated exercise: An in-vitro study. 19th Annual Canadian Society of Echocardiography (CSE) Symposium, Toronto, Canada, 2017.

10. Diya Wang, François Tournoux*, Guy Cloutier*. Myocardial strain imaging during exercise. L’AxeII Imagerie & Ingenierie du Centre de Recherche du CHUM, Montreal, 2017.

9. Diya Wang, Yu Zhang, Hong Hu, Runna Liu, Hui Zhong, Mingxi Wan*. Influences of frequency-dispersive guided waves on contrast-enhanced ultrasound imaging. IEEE International Ultrasonics Symposium, Tours, France, 2016.

8. Diya Wang, Yujin Zong, Mengnan Xiao, Shanshan Xu, Mingxi Wan*. Feasibility and limitation of parametric perfusion imaging based on dynamic contrast-enhanced plane wave imaging. IEEE International Ultrasonics Symposium, Tours, France, 2016.

7. Hong Hu, Shanshan Xu, Diya Wang, Runna Liu, Yuan Yuan, Siyuan Zhang, Supin Wang and Mingxi Wan*, Ultrasonic concentration imaging of cavitation bubbles using Nakagami statistical model, IEEE International Ultrasonics Symposium, Tours, France, 2016. 

6. Diya Wang, Bowen Jing, Jinjin Wan, Yingjie Jia, Yu Zhang, Mingxi Wan*. Contrast-based transient flow vector distribution in arterial stenosis based on plane wave bubble wavelet imaging and modified optical flow method. IEEE International Ultrasonics Symposium, Taipei, 2015, 575-578. 

5. Diya Wang, Xuan Yang, Mengnan Xiao, Hong Hu, Hui Zhong, Mingxi Wan*. Parametric perfusion imaging with single-pixel resolution and high signal to clutter ratio. IEEE International Ultrasonics Symposium, Taipei, 2015, 571-574. (Oral Presentation)

4. Hong Hu, Runna Liu, Diya Wang, Hui Zhong, Suping Wang, Mingxi Wan*. Contrast-enhanced ultrasound imaging with high CTR and improved resolution by Bubble-echo based deconvolution. IEEE International Ultrasonics Symposium, Taipei, China, 2015, 9-12. (Oral Presentation)

3. Diya Wang, Xuan Yang, Jinjin Wan, Bowen Jing, Lei Zhang, Mingxi Wan*. Ultrasound contrast plane wave imaging with higher CTR based on bubble wavelet transform. IEEE International Ultrasonics Symposium, Chicago, USA, 2014, 1762-1765. (Oral Presentation)

2. Diya Wang*. An improved integration sensor of non-invasive blood glucose. 7th IEEE International Conference Advanced Infocomm Technology, Fuzhou, China, 2014, 76-81.

1. Diya Wang, Xiaoyan Zhao, Yu Zhai, Xiaolin Gu, Mingxi Wan*. Parametric perfusion imaging based on contrast improvement combined pulse inversion with bubble wavelet. China Association of Biomedical Engineering Annual Conference, Chengdu, China, 2013. (in Chinese)