Deep Learning for Ultrasound Imaging

Related publications:

Co-first author     *Corresponding author

  1. Fan Z, Gong P, Tang S, Lee CU, Zhang X, Song P, Chen S, Li H*, “Joint Localization and Classification of Breast Tumors on Ultrasound Images Using a Novel Auxiliary Attention-based Framework,” arXiv preprint.
  2. You Q, Lowerison MR, Shin Y, Chen X, ChandraSekaran NV, Dong Z, Llano DA, Anastasio MA, Song P*, “Contrast-free Super-resolution Doppler (CS-Doppler) Based on Deep Generative Neural Networks,” bioRxiv preprint.
  3. Chen X†, Lowerison MR†, Dong Z, Chandra Sekaran N, Huang C, Chen S, Llano DA, Song P*, “Localization Free Super-resolution Microbubble Velocimetry Using a Long Short-term Memory Neural Network,” bioRxiv preprint
  4. Chen X, Lowerison MR, Dong Z, Han A, Song P*, “Deep Learning-based Microbubble Localization for Super-resolution Ultrasound Localization Microscopy,” IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 69, no. 4, pp. 1312-1325, 2022.