DECIMER 1.0: deep learning for chemical image recognition using transformers by Kohulan Rajan, Achim Zielesny, Christoph Steinbeck

“…The DECIMER (Deep lEarning for Chemical ImagE Recognition) project was launched to address the OCSR problem with the latest computational intelligence methods to provide an automated open-source software solution. …”
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Chemical Imaging of the Polylactic Acid − Wood Adhesion Interface of Bonded Veneer Products by Warren J. Grigsby, Desiree Torayno, Marc Gaugler, Jan Luedtke, Andreas Krause

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Chemical imaging to reveal the resin distribution in impregnation-treated wood at different spatial scales by Michael Altgen, Muhammad Awais, Daniela Altgen, André Klüppel, Gerald Koch, Mikko Mäkelä, Andrea Olbrich, Lauri Rautkari

“…Overall, the results demonstrate the potential of combining chemical imaging techniques to quantify process-dependent heterogeneity and to develop efficient treatments for wood and other biomaterials.…”
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Chemical imaging of contaminated recycled paper and board: Towards identification of the causality of food contamination by Biant Lucas, Hayert Murielle, Ayoub Hawraa, Nguyen Phuong-Mai, Vitrac Olivier

“…This study takes part in the collaborative project FoodSafeBioPack, which aims at evaluating the migration of potentially carcinogenic polyaromatic molecules from recycled paper and board packaging to food. New chemical imaging methods are used to follow this contamination at the microscopic scale (fibers and fibrous network). …”
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Automated Cancer Diagnostics via Analysis of Optical and Chemical Images by Deep and Shallow Learning by Olof Gerdur Isberg, Valentina Giunchiglia, James S. McKenzie, Zoltan Takats, Jon Gunnlaugur Jonasson, Sigridur Klara Bodvarsdottir, Margret Thorsteinsdottir, Yuchen Xiang

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Chemical Imaging of Single Anisotropic Polystyrene/Poly (Methacrylate) Microspheres with Complex Hierarchical Architecture by Alexandra Wagner, Stefanie Wagner, Jan-Erik Bredfeldt, Julia C. Steinbach, Ashutosh Mukherjee, Sandra Kronenberger, Kai Braun, Andreas Kandelbauer, Hermann A. Mayer, Marc Brecht

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Chemical imaging reveals diverse functions of tricarboxylic acid metabolites in root growth and development by Tao Zhang, Sarah E. Noll, Jesus T. Peng, Amman Klair, Abigail Tripka, Nathan Stutzman, Casey Cheng, Richard N. Zare, Alexandra J. Dickinson

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Hyperspectral Chemical Imaging of Single Bacterial Cell Structure by Raman Spectroscopy and Machine Learning by Giulia Barzan, Alessio Sacco, Luisa Mandrile, Andrea Mario Giovannozzi, Chiara Portesi, Andrea Mario Rossi

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Chemical imaging on liver steatosis using synchrotron infrared and ToF-SIMS microspectroscopies. by François Le Naour, Marie-Pierre Bralet, Delphine Debois, Christophe Sandt, Catherine Guettier, Paul Dumas, Alain Brunelle, Olivier Laprévote

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Study of component distribution in pharmaceutical binary powder mixtures by near infrared chemical imaging by Manel Bautista, Jordi Cruz, Marcelo Blanco

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Bioorthogonal chemical imaging of solid lipid nanoparticles with minimal labeling by stimulated Raman scattering microscopy by Xiaoqi Lang, Xin Gao, Mian Wei, Naixin Qian, Wei Min

“…Our bioorthogonal chemical imaging modality by SRS microscopy can be generalized to visualize a wide spectrum of lipid‐based drug carriers with high spatiotemporal resolution, chemical specificity, and ultimate sensitivity. …”
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Comparative study of histological and histo-chemical image processing in muscle fiber sections of broiler chicken by A. Achouri, M. Melizi, H. Belbedj, A. Azizi

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Correlation between Asphaltene Stability in n-Heptane and Crude Oil Composition Revealed with Chemical Imaging by Anton A. Gabrienko, Velu Subramani, Oleg N. Martyanov, Sergei G. Kazarian

“…For each sample, the dynamics of asphaltene precipitation has been observed by applying this chemical imaging method. Based on these data, the stability of crude oil samples has been compared and the correlation between asphaltene stability and crude oil properties has been proposed.…”
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Computational chemical imaging for cardiovascular pathology: chemical microscopic imaging accurately determines cardiac transplant rejection. by Saumya Tiwari, Vijaya B Reddy, Rohit Bhargava, Jaishankar Raman

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3D Chemical Imaging by Fluorescence-detected Mid-Infrared Photothermal Fourier Light Field Microscopy by Danchen Jia, Yi Zhang, Qianwan Yang, Yujia Xue, Yuying Tan, Zhongyue Guo, Meng Zhang, Lei Tian, Ji-Xin Cheng

“…Mid-infrared photothermal microscopy as a chemical imaging technology provides infrared spectroscopic information at submicrometer spatial resolution. …”
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Recent Developments of High-Resolution Chemical Imaging Systems Based on Light-Addressable Potentiometric Sensors (LAPSs) by Tao Liang, Yong Qiu, Ying Gan, Jiadi Sun, Shuqi Zhou, Hao Wan, Ping Wang

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Mid-infrared chemical imaging of intracellular tau fibrils using fluorescence-guided computational photothermal microscopy by Jian Zhao, Lulu Jiang, Alex Matlock, Yihong Xu, Jiabei Zhu, Hongbo Zhu, Lei Tian, Benjamin Wolozin, Ji-Xin Cheng

“…Label-free volumetric chemical imaging of human cells with/without seeded tau fibrils is demonstrated to show the potential correlation between lipid accumulation and tau aggregate formation. …”
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Recent advancement of chemical imaging in pharmaceutical quality control: From final product testing to industrial utilization by Luming Liu, Haibin Qu

“…Chemical imaging (CI) possesses a strong ability of pharmaceutical analysis. …”
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Photoacoustic Chemical Imaging Sodium Nano-Sensor Utilizing a Solvatochromic Dye Transducer for In Vivo Application by Jeff Folz, Jacalyn H. Wasserman, Janggun Jo, Xueding Wang, Raoul Kopelman

“…Further, the in vitro photoacoustic calibration curve presented demonstrates the potential of this nano-sensor for performing the in vivo chemical imaging of sodium over the entire physiologically relevant concentration range.…”
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Large-scale micron-order 3D surface correlative chemical imaging of ancient Roman concrete. by Janille M Maragh, James C Weaver, Admir Masic

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