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Martin K. Stiles
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2020 – today
- 2022
- [j3]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: 105551 (2022) - [c5]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: 317-329 - 2020
- [j2]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)
2010 – 2019
- 2019
- [c4]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: 63-71 - [c3]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: 81-89 - 2018
- [j1]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: 147-158 (2018) - [c2]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: 1-4 - [i1]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 abs/1803.07301 (2018) - 2017
- [c1]Zhaohan Xiong, Martin K. Stiles, Jichao Zhao:
Robust ECG Signal Classification for the Detection of Atrial Fibrillation Using Novel Neural Networks. CinC 2017
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