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Molecular & Cellular Oncology Volume 7, 2020 - Issue 3

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An automated tissue-to-diagnosis pipeline using intraoperative stimulated Raman histology and deep learning

Todd C. HollonDepartment of Neurosurgery, University of Michigan Medical School, Ann Arbor, MI, USACorrespondence[email protected]

https://orcid.org/0000-0001-5987-6531

Daniel A. OrringerDepartment of Neurosurgery, New York University, New York, NY, USA

https://orcid.org/0000-0001-6427-8376

Article: 1736742 | Received 16 Feb 2020, Accepted 25 Feb 2020, Published online: 01 Apr 2020

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https://doi.org/10.1080/23723556.2020.1736742
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Citations (9)

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Articles from other publishers (9)

Yafeng Qi, Yuhong Liu & Jianbin Luo. (2023) Recent application of Raman spectroscopy in tumor diagnosis: from conventional methods to artificial intelligence fusion. PhotoniX 4:1.
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Erdener Ozer, Ali Enver Bilecen, Nur Basak Ozer & Berrin Yanikoglu. (2022) Intraoperative cytological diagnosis of brain tumours: A preliminary study using a deep learning model. Cytopathology 34:2, pages 113-119.
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Gabriel Jiménez & Daniel Racoceanu. 2023. Machine Learning for Brain Disorders. Machine Learning for Brain Disorders 533 572 .

David Reinecke, Niklas von Spreckelsen, Christian Mawrin, Adrian Ion-Margineanu, Gina Fürtjes, Stephanie T. Jünger, Florian Khalid, Christian W. Freudiger, Marco Timmer, Maximilian I. Ruge, Roland Goldbrunner & Volker Neuschmelting. (2022) Novel rapid intraoperative qualitative tumor detection by a residual convolutional neural network using label-free stimulated Raman scattering microscopy. Acta Neuropathologica Communications 10:1.
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Anzhela Moskalik, Yosef Dastagirzada & Daniel Orringer. 2022. Stimulated Raman Scattering Microscopy. Stimulated Raman Scattering Microscopy 541 549 .

Sey-En Lin, Dong-Yo Jheng, Kuang-Yu Hsu, Yun-Ru Liu, Wei-Hsiang Huang, Hsiang-Chieh Lee & Chien-Chung Tsai. (2021) Rapid pseudo-H&E imaging using a fluorescence-inbuilt optical coherence microscopic imaging system. Biomedical Optics Express 12:8, pages 5139.
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Qianqian Zhang, Kyung Keun Yun, Hao Wang, Sang Won Yoon, Fake Lu & Daehan Won. (2021) Automatic cell counting from stimulated Raman imaging using deep learning. PLOS ONE 16:7, pages e0254586.
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Hao He, Sen Yan, Danya Lyu, Mengxi Xu, Ruiqian Ye, Peng Zheng, Xinyu Lu, Lei Wang & Bin Ren. (2021) Deep Learning for Biospectroscopy and Biospectral Imaging: State-of-the-Art and Perspectives. Analytical Chemistry 93:8, pages 3653-3665.
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Isaac J. Pence & Conor L. Evans. (2021) Translational biophotonics with Raman imaging: clinical applications and beyond. The Analyst.
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