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Interpretable dimensionality reduction and classification of mass spectrometry imaging data in a visceral pain model via non-negative matrix factorization
Pathirage, Kasun, Virmani, Aman, Scott, Alison J., Traub, Richard J., Ernst, Robert K., Ghodssi, Reza, Babadi, Behtash, Abshire, Pamela Ann
Published in PloS one (10.10.2024)
Published in PloS one (10.10.2024)
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Journal Article
Energy Efficiency of Inference Algorithms for Clinical Laboratory Data Sets: Green Artificial Intelligence Study
Yu, Jia-Ruei, Chen, Chun-Hsien, Huang, Tsung-Wei, Lu, Jang-Jih, Chung, Chia-Ru, Lin, Ting-Wei, Wu, Min-Hsien, Tseng, Yi-Ju, Wang, Hsin-Yao
Published in Journal of medical Internet research (25.01.2022)
Published in Journal of medical Internet research (25.01.2022)
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Journal Article
Model-Based Battery Thermal Fault Diagnostics: Algorithms, Analysis, and Experiments
Dey, Satadru, Perez, Hector E., Moura, Scott J.
Published in IEEE transactions on control systems technology (01.03.2019)
Published in IEEE transactions on control systems technology (01.03.2019)
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Journal Article
Modeling of a spatially resolved ion temperature diagnostic for inertial confinement fusion
Danly, C. R., Birge, N., Geppert-Kleinrath, V., Haines, B. M., Ivancic, S., Jorgenson, H. J., Katz, J., Merrill, F. E., Mendoza, E. F., Sorce, A., Tafoya, L. R., Volegov, P. L., Wilde, C. H., Wilson, D. C.
Published in Review of scientific instruments (01.04.2023)
Published in Review of scientific instruments (01.04.2023)
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Journal Article
Implementation of machine learning algorithms for detecting missing radioactive material
Durbin, Matthew, Lintereur, Azaree
Published in Journal of radioanalytical and nuclear chemistry (01.06.2020)
Published in Journal of radioanalytical and nuclear chemistry (01.06.2020)
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Journal Article
Navigating the maze of mass spectra: a machine-learning guide to identifying diagnostic ions in O-glycan analysis: Navigating the maze of mass spectra: a machine-learning guide to identifying diagnostic ions in O-glycan analysis
Urban, James, Joeres, Roman, Thomès, Luc, Thomsson, Kristina A., Bojar, Daniel
Published in Analytical and bioanalytical chemistry (01.02.2025)
Published in Analytical and bioanalytical chemistry (01.02.2025)
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Journal Article
A detailed comparison of analysis processes for MCC-IMS data in disease classification—Automated methods can replace manual peak annotations
Horsch, Salome, Kopczynski, Dominik, Kuthe, Elias, Baumbach, Jörg Ingo, Rahmann, Sven, Rahnenführer, Jörg
Published in PloS one (14.09.2017)
Published in PloS one (14.09.2017)
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Journal Article
Identifying Diagnostic and Prognostic Targets for Papillary Thyroid Carcinoma Through Mining Gene Expression BIG Datasets Using Adaptive Filtering and Advanced Bioinformatics Algorithms
Almansoori, Asma, Bhamidimarri, Poorna Manasa, Bendardaf, Riyad, Hamoudi, Rifat
Published in Proceedings (International Conference on Developments in eSystems Engineering. Print) (07.12.2021)
Published in Proceedings (International Conference on Developments in eSystems Engineering. Print) (07.12.2021)
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Conference Proceeding
Deep neural network-based classification of cardiotocograms outperformed conventional algorithms
Ogasawara, Jun, Ikenoue, Satoru, Yamamoto, Hiroko, Sato, Motoshige, Kasuga, Yoshifumi, Mitsukura, Yasue, Ikegaya, Yuji, Yasui, Masato, Tanaka, Mamoru, Ochiai, Daigo
Published in Scientific reports (28.06.2021)
Published in Scientific reports (28.06.2021)
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Journal Article
Unsupervised machine learning using an imaging mass spectrometry dataset automatically reassembles grey and white matter
Nampei, Makoto, Horikawa, Makoto, Ishizu, Keisuke, Yamazaki, Fumiyoshi, Yamada, Hidemoto, Kahyo, Tomoaki, Setou, Mitsutoshi
Published in Scientific reports (13.09.2019)
Published in Scientific reports (13.09.2019)
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Journal Article
3D gradient echo snapshot CEST MRI with low power saturation for human studies at 3T
Deshmane, Anagha, Zaiss, Moritz, Lindig, Tobias, Herz, Kai, Schuppert, Mark, Gandhi, Chirayu, Bender, Benjamin, Ernemann, Ulrike, Scheffler, Klaus
Published in Magnetic resonance in medicine (01.04.2019)
Published in Magnetic resonance in medicine (01.04.2019)
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Journal Article