Martin K. Stiles

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 9

Top Topics

Mechanisms Underlying

Fully Automatic

Atrial Fibrillation

Convolutional Neural Networks

Top Venues

Comput. Biol. Medicine

Publications

Zhaohan Xiong, Martin K. Stiles, Anne Gillis, Jichao Zhao
Enhancing the detection of atrial fibrillation from wearable sensors with neural style transfer and convolutional recurrent networks. Comput. Biol. Medicine 146 (2022)
Roshan Sharma, Andy Lo, Zhaohan Xiong, Xiaoxiao Zhuang, James Kennelly, Anuradha Kulathilaka, Marta Nuñez Garcia, Vadim V. Fedorov, Martin K. Stiles, Mark L. Trew, Christopher P. Bradley, Jichao Zhao
Computerized Analysis of the Human Heart to Guide Targeted Treatment of Atrial Fibrillation. STACOM@MICCAI (2022)
Jieyun Bai, Andy Lo, Patrick A. Gladding, Martin K. Stiles, Vadim V. Fedorov, Jichao Zhao
In silico investigation of the mechanisms underlying atrial fibrillation due to impaired Pitx2. PLoS Comput. Biol. 16 (2) (2020)
Kevin Jamart, Zhaohan Xiong, Gonzalo D. Maso Talou, Martin K. Stiles, Jichao Zhao
Two-Stage 2D CNN for Automatic Atrial Segmentation from LGE-MRIs. STACOM@MICCAI (2019)
Zhaohan Xiong, Aaqel Nalar, Kevin Jamart, Martin K. Stiles, Vadim V. Fedorov, Jichao Zhao
Fully Automatic 3D Bi-Atria Segmentation from Late Gadolinium-Enhanced MRIs Using Double Convolutional Neural Networks. STACOM@MICCAI (2019)
Nolwenn Tan, Elizabeth Cheng, Martyn P. Nash, Martin K. Stiles, Stephan Willems, Pawel Kuklik, Jichao Zhao
Analysis of Panoramic Propagation Patterns Mapped from Patients With Persistent Atrial Fibrillation. CinC (2018)
Xiaohang Fu, Tong Liu, Zhaohan Xiong, Bruce H. Smaill, Martin K. Stiles, Jichao Zhao
Segmentation of histological images and fibrosis identification with a convolutional neural network. CoRR (2018)
Xiaohang Fu, Tong Liu, Zhaohan Xiong, Bruce H. Smaill, Martin K. Stiles, Jichao Zhao
Segmentation of histological images and fibrosis identification with a convolutional neural network. Comput. Biol. Medicine 98 (2018)
Zhaohan Xiong, Martin K. Stiles, Jichao Zhao
Robust ECG Signal Classification for the Detection of Atrial Fibrillation Using Novel Neural Networks. CinC (2017)