Dr. Qianni Zhang Profile

Dr. Qianni Zhang

Lecturer at Queen Mary Univ of London

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Publications (2)

SPIE Journal Paper | 30 April 2024 Open Access

Transformer enhanced autoencoder rendering cleaning of noisy optical coherence tomography images

Hanya Ahmed, Qianni Zhang, Robert Donnan, Akram Alomainy

JMI, Vol. 11, Issue 03, 034008, (April 2024) https://doi.org/10.1117/12.10.1117/1.JMI.11.3.034008

KEYWORDS: Denoising, Optical coherence tomography, Transformers, Speckle, Dentistry, Silver, Visualization, Education and training, Image segmentation, Data modeling

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Proceedings Article | 17 March 2023 Presentation

Histology-trained deep learning model for automated coronary plaque composition assessment in combined intravascular ultrasound-optical coherence tomography images

Xingru Huang, Retesh Bajaj, Natasha Alves-Kotzev, Jill Weyers, Molly Levine, Mohil Garg, Soe Maung, Hector Garcia Garcia, Kit Bransby, Ryo Torii, Rob Krams, Anthony Mathur, Andreas Baumbach, Qianni Zhang, Brian Courtney, Christos Bourantas

Proceedings Volume PC12355, PC123550A (2023) https://doi.org/10.1117/12.2655562

KEYWORDS: Tissues, Tomography, Image classification, Coherence (optics), Systems modeling, Imaging systems, Image segmentation, Imaging devices, Heart, Classification systems

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