Martin K. Stiles

According to our database, Martin K. Stiles authored at least 8 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Enhancing the detection of atrial fibrillation from wearable sensors with neural style transfer and convolutional recurrent networks.

Zhaohan Xiong, Martin K. Stiles, Anne Gillis, Jichao Zhao

Comput. Biol. Medicine, 2022

Computerized Analysis of the Human Heart to Guide Targeted Treatment of Atrial Fibrillation.

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

Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

2020

In silico investigation of the mechanisms underlying atrial fibrillation due to impaired Pitx2.

Jieyun Bai, Andy Lo, Patrick A. Gladding, Martin K. Stiles, Vadim V. Fedorov, Jichao Zhao

PLoS Comput. Biol., 2020

2019

Fully Automatic 3D Bi-Atria Segmentation from Late Gadolinium-Enhanced MRIs Using Double Convolutional Neural Networks.

Zhaohan Xiong, Aaqel Nalar, Kevin Jamart, Martin K. Stiles, Vadim V. Fedorov, Jichao Zhao

Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges, 2019

Two-Stage 2D CNN for Automatic Atrial Segmentation from LGE-MRIs.

Kevin Jamart, Zhaohan Xiong, Gonzalo D. Maso Talou, Martin K. Stiles, Jichao Zhao

Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges, 2019

2018

Segmentation of histological images and fibrosis identification with a convolutional neural network.

Xiaohang Fu, Tong Liu, Zhaohan Xiong, Bruce H. Smaill, Martin K. Stiles, Jichao Zhao

Comput. Biol. Medicine, 2018

Analysis of Panoramic Propagation Patterns Mapped from Patients With Persistent Atrial Fibrillation.

Nolwenn Tan, Elizabeth Cheng, Martyn P. Nash, Martin K. Stiles, Stephan Willems, Pawel Kuklik, Jichao Zhao

Proceedings of the Computing in Cardiology, 2018

2017

Robust ECG Signal Classification for the Detection of Atrial Fibrillation Using Novel Neural Networks.

Zhaohan Xiong, Martin K. Stiles, Jichao Zhao

Proceedings of the Computing in Cardiology, 2017