Dr. Stephen J. Nicholls Profile

Dr. Stephen J. Nicholls

at Monash Health

SPIE Involvement:

Author

Publications (4)

Proceedings Article | 3 April 2023 Presentation + Paper

Direct head-to-head comparison of convolutional long short-term memory and transformer networks for artificial Intelligence-based quantification of atherosclerotic plaque and stenosis from coronary CT angiography

Nipun Manral, Andrew Lin, Caroline Park, Priscilla McElhinney, Aditya Killekar, Matsumoto Hidenari, Jacek Kwiecinski, Konrad Pieszko, Aryabod Razipour, Kajetan Grodecki, Mhairi Doris, Alan Kwan, Donghee Han, Keiichiro Kuronuma, Guadalupe Flores Tomasino, Evangelos Tzolos, Aakash Shanbhag, Markus Goeller, Mohamed Marwan, Sebastien Cadet, Stephen Achenbach, Stephen Nicholls, Dennis Wong, Daniel Berman, Marc Dweck, David Newby, Michelle Williams, Piotr Slomka, Damini Dey

Proceedings Volume 12464, 1246413 (2023) https://doi.org/10.1117/12.2655556

KEYWORDS: Transformers, Heart, Education and training, Computed tomography, Atherosclerosis, Angiography, Network architectures, Deep learning, Medicine, Medical research

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Proceedings Article | 17 March 2023 Presentation

Ultrathin 3D-printed intravascular imaging catheters

Jiawen Li, Simon Thiele, Pavel Puchka, Andrea Toulouse, Rodney Kirk, Bryden Quirk, Ayla Hoogendoorn, Yung Chin Chen, Karlheinz Peter, Emma Akers, Stephen Nicholls, Johan Verjans, Peter Psaltis, Christina Bursill, Alois Herkommer, Harald Giessen, Robert McLaughlin

Proceedings Volume PC12355, PC1235503 (2023) https://doi.org/10.1117/12.2660627

KEYWORDS: Optical coherence tomography, Multimodal imaging, In vivo imaging, Visualization, Optical fibers, Optical design, Luminescence, Image resolution, Freeform optics, Endoscopes

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Proceedings Article | 9 March 2023 Presentation

3D micro-printing of miniaturized fiber-optic probes capable of multi-modal imaging and beam tailoring

Jiawen Li, Simon Thiele, Paul Ruchka, Andrea Toulouse, Rodney Kirk, Bryden Quirk, Ayla Hoogendoorn, Yungchin Chen, Karlheinz Peter, Stephen Nicholls, Johan Verjans, Peter Psaltis, Christina Bursill, Alois Herkommer, Harald Giessen, Robert McLaughlin

Proceedings Volume PC12367, PC1236703 (2023) https://doi.org/10.1117/12.2652181

KEYWORDS: Multimodal imaging, Fiber optics, 3D image processing, Endoscopy, Optical coherence tomography, Freeform optics, Time metrology, Prototyping, Monochromatic aberrations, Micro optics

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Proceedings Article | 4 April 2022 Poster + Paper

Artificial Intelligence-based quantification of atherosclerotic plaque and stenosis from coronary computed tomography angiography using a novel method

Andrew Lin, Nipun Manral, Priscilla McElhinney, Aditya Killekar, Hidenari Matsumoto, Jacek Kwiecinski, Konrad Pieszko, Aryabod Razipour, Kajetan Grodecki, Caroline Park, Mhairi Doris, Alan Kwan, Donghee Han, Keiichiro Kuronama, Guadalupe Flores Tomasino, Evangelos Tzolos, Aakash Shanbhag, Markus Goeller, Mohamed Marwan, Sebastien Cadet, Stephan Achenbach, Stephen Nicholls, Dennis Wong, Daniel Berman, Marc Dweck, David Newby, Michelle Williams, Piotr Slomka, Damini Dey

Proceedings Volume 12031, 120312W (2022) https://doi.org/10.1117/12.2613244

KEYWORDS: Computed tomography, Angiography, Heart, Artificial intelligence, Medicine, Medical research, Network architectures, Image segmentation

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