Pengyu Yuan

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 16

Top Topics

Breast Cancer Diagnosis

Image Classification

Digitized Mammograms

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Publications

Shirui Wang, Wenyi Hu, Pengyu Yuan, Xuqing Wu, Qunshan Zhang, Prashanth Nadukandi, German Ocampo Botero, Jiefu Chen
A Self-Supervised Deep Learning Method for Seismic Data Deblending Using a Blind-Trace Network. IEEE Trans. Neural Networks Learn. Syst. 34 (7) (2023)
Pengyu Yuan, Shirui Wang, Wenyi Hu, Prashanth Nadukandi, German Ocampo Botero, Xuqing Wu, Hien Van Nguyen, Jiefu Chen
Self-Supervised Learning for Efficient Antialiasing Seismic Data Interpolation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Li Yan, Yuchen Jin, Chaoxian Qi, Pengyu Yuan, Shirui Wang, Xuqing Wu, Yueqin Huang, Jiefu Chen
Deep Learning-Assisted Real-Time Forward Modeling of Electromagnetic Logging in Complex Formations. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Hung Q. Vo, Pengyu Yuan, Tiancheng He, Stephen T. C. Wong, Hien Van Nguyen
Multimodal Breast Lesion Classification Using Cross-Attention Deep Networks. CoRR (2021)
Pietro Antonio Cicalese, Syed Asad Rizvi, Victor Wang, Sai Patibandla, Pengyu Yuan, Samira Zare, Katharina Moos, Ibrahim Batal, Marian Clahsen-van Groningen, Candice Roufosse, Jan Becker, Chandra Mohan, Hien Van Nguyen
MorphSet: Improving Renal Histopathology Case Assessment Through Learned Prognostic Vectors. MICCAI (8) (2021)
Hung Q. Vo, Pengyu Yuan, Tiancheng He, Stephen T. C. Wong, Hien Van Nguyen
Multimodal Breast Lesion Classification Using Cross-Attention Deep Networks. BHI (2021)
Pengyu Yuan, Wenyi Hu, Xuqing Wu, Jiefu Chen, Hien Van Nguyen
First arrival picking using U-net with Lovasz loss and nearest point picking method. CoRR (2021)
Aryan Mobiny, Pengyu Yuan, Pietro Antonio Cicalese, Supratik Moulik, Naveen Garg, Carol C. Wu, Kelvin K. Wong, Stephen T. Wong, Tiancheng He, Hien Van Nguyen
Memory-Augmented Capsule Network for Adaptable Lung Nodule Classification. IEEE Trans. Medical Imaging 40 (10) (2021)
Tengjiang Wang, Pengyu Yuan, Cun Ji, Shijun Liu
Cooperative Anomaly Detection Model and Real-Time Update Strategy for Industrial Stream Data. ChineseCSCW (2020)
Aryan Mobiny, Pengyu Yuan, Pietro Antonio Cicalese, Hien Van Nguyen
DECAPS: Detail-Oriented Capsule Networks. MICCAI (1) (2020)
Aryan Mobiny, Pengyu Yuan, Pietro Antonio Cicalese, Hien Van Nguyen
DECAPS: Detail-Oriented Capsule Networks. CoRR (2020)
Aryan Mobiny, Pietro Antonio Cicalese, Samira Zare, Pengyu Yuan, Mohammadsajad Abavisani, Carol C. Wu, Jitesh Ahuja, Patricia M. de Groot, Hien Van Nguyen
Radiologist-Level COVID-19 Detection Using CT Scans with Detail-Oriented Capsule Networks. CoRR (2020)
Pengyu Yuan, Aryan Mobiny, Jahandar Jahanipour, Xiaoyang Li, Pietro Antonio Cicalese, Badrinath Roysam, Vishal M. Patel, Maric Dragan, Hien Van Nguyen
Few Is Enough: Task-Augmented Active Meta-Learning for Brain Cell Classification. CoRR (2020)
Pietro Antonio Cicalese, Aryan Mobiny, Pengyu Yuan, Jan Becker, Chandra Mohan, Hien Van Nguyen
StyPath: Style-Transfer Data Augmentation for Robust Histology Image Classification. MICCAI (5) (2020)
Pietro Antonio Cicalese, Aryan Mobiny, Pengyu Yuan, Jan Becker, Chandra Mohan, Hien Van Nguyen
StyPath: Style-Transfer Data Augmentation For Robust Histology Image Classification. CoRR (2020)
Pengyu Yuan, Aryan Mobiny, Jahandar Jahanipour, Xiaoyang Li, Pietro Antonio Cicalese, Badrinath Roysam, Vishal M. Patel, Maric Dragan, Hien Van Nguyen
Few Is Enough: Task-Augmented Active Meta-learning for Brain Cell Classification. MICCAI (1) (2020)