Band selection for oxygenation estimation with multispectral/hyperspectral imaging

Leonardo Ayala, Fabian Isensee, Sebastian Wirkert, Anant Vemuri, Klaus H. Maier‐Hein, Baowei Fei, Lena Maier‐Hein

Type: Article

Publication Date: 2021-10-29

Citations: 12

DOI: https://doi.org/10.1364/boe.441214

View Publication

Locations

Biomedical Optics Express - View
PubMed Central - View
arXiv (Cornell University) - View - PDF
PubMed - View

Similar Works

Action	Title	Year	Authors
+	Band selection for oxygenation estimation with multispectral/hyperspectral imaging	2019	Leonardo Ayala Fabian Isensee Sebastian Wirkert Anant Vemuri Klaus H. Maier‐Hein Baowei Fei Klaus H. Maier‐Hein
+	Task-specific multispectral band selection	2019	Sebastian Wirkert Fabian Isensee Anant Vemuri Leonardo Ayala Klaus H. Maier‐Hein Baowei Fei Lena Maier‐Hein
+	Hyperspectral Camera Selection for Interventional Health-care	2019	Anant Vemuri Sebastian Wirkert Lena Maier‐Hein
+ PDF Chat	mHealth hyperspectral learning for instantaneous spatiospectral imaging of hemodynamics	2023	Yuhyun Ji Sang Mok Park Semin Kwon Jung Woo Leem Vidhya Vijayakrishnan Nair Yunjie Tong Young L. Kim
+	mHealth hyperspectral learning for instantaneous spatiospectral imaging of hemodynamics	2023	Yuhyun Ji Sang Mok Park Semin Kwon Jung Woo Leem Vidhya Vijayakrishnan Nair Yunjie Tong Young L. Kim
+	Machine learning enabled multiple illumination quantitative optoacoustic imaging of blood oxygenation in humans	2022	Thomas Kirchner Michael Jaeger Martin Frenz
+	Quantitative photoacoustic oximetry imaging by multiple illumination learned spectral decoloring	2021	Thomas Kirchner Martin Frenz
+	Spectral library and method for sparse unmixing of hyperspectral images in fluorescence guided resection of brain tumors	2024	David Black Benoît Liquet Antonio Di Ieva Walter Stummer Eric Suero Molina
+	Eigenspectra optoacoustic tomography achieves quantitative blood oxygenation imaging deep in tissues	2016	Stratis Tzoumas António Nunes Ivan Olefir Stefan Stangl Panagiotis Symvoulidis Sarah Glasl Christine Bayer Gabriele Multhoff Vasilis Ntziachristos
+	Physiological Imaging: When the Pixel Size Matters	2023	Gennadi Saiko
+ PDF Chat	Learned spectral decoloring enables photoacoustic oximetry	2021	Janek Gröhl Thomas Kirchner Tim Adler Lina Hacker Niklas Holzwarth Adrián Hernández-Aguilera Mildred A. Herrera Edgar Santos Sarah E. Bohndiek Lena Maier‐Hein
+	BSS-Bench: Towards Reproducible and Effective Band Selection Search	2023	Wenshuai Xu Zhenbo Xu
+ PDF Chat	Context encoding enables machine learning-based quantitative photoacoustics	2018	Thomas Kirchner Janek Gröhl Lena Maier‐Hein
+ PDF Chat	SPADE: Spectroscopic Photoacoustic Denoising using an Analytical and Data-free Enhancement Framework	2024	Fangzhou Lin Shang Gao Yichuan Tang Xihan Ma Ryo Murakami Ziming Zhang John D. Obayemic Winston O. Soboyejo Haichong K. Zhang
+ PDF Chat	Motion Rejection and Spectral Unmixing for Accurate Estimation of In Vivo Oxygen Saturation Using Multispectral Optoacoustic Tomography	2023	Mitradeep Sarkar Mailyn Pérez-Liva Gilles Renault Bertrand Tavitian Jérôme Gâteau
+ PDF Chat	A digital instrument simulator to optimize the development of hyperspectral systems: application for intraoperative functional brain mapping	2024	Charly Caredda Frédéric Lange Luca Giannoni Ivan Ezhov Thiébaud Picart Jacques Guyotat Ilias Tachtsidis Bruno Montcel
+	Estimation of blood oxygenation with learned spectral decoloring for quantitative photoacoustic imaging (LSD-qPAI).	2019	Janek Gröhl Thomas Kirchner Tim Adler Lena Maier‐Hein
+ PDF Chat	A transportable hyperspectral imaging setup based on fast, high-density spectral scanning for in situ quantitative biochemical mapping of fresh tissue biopsies	2024	Luca Giannoni Marta Marradi Kevin Scibilia Ivan Ezhov Camilla Bonaudo Angelos Artemiou Anam Toaha Frédéric Lange Charly Caredda Bruno Montcel
+ PDF Chat	Deep intra-operative illumination calibration of hyperspectral cameras	2024	Alexander Baumann Leonardo Ayala Alexander Studier-Fischer Jan Sellner Berkin Özdemir Karl‐Friedrich Kowalewski Slobodan Ilić Silvia Seidlitz Klaus H. Maier‐Hein
+ PDF Chat	Multivariate analysis of Brillouin imaging data by supervised and unsupervised learning	2021	Yuchen Xiang Kai Ling C. Seow Carl Paterson Péter Török

Works That Cite This (1)

Action	Title	Year	Authors
+	Robust deep learning-based semantic organ segmentation in hyperspectral images	2022	Silvia Seidlitz Jan Sellner Jan Odenthal Berkin Özdemir Alexander Studier-Fischer Samuel Knödler Leonardo Ayala Tim Adler Hannes Kenngott Minu D. Tizabi

Works Cited by This (2)

Action	Title	Year	Authors
+ PDF Chat	Estimating mutual information	2004	Alexander Kraskov Harald Stögbauer Peter Grassberger
+ PDF Chat	Methods and open-source toolkit for analyzing and visualizing challenge results	2021	Manuel Wiesenfarth Annika Reinke Bennett A. Landman Matthias Eisenmann Laura Aguilera Saiz M. Jorge Cardoso Lena Maier‐Hein Annette Kopp‐Schneider