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Application of machine learning algorithms for multiparametric MRI-based evaluation of murine colitis
Ellmann, Stephan, Langer, Victoria, Britzen-Laurent, Nathalie, Hildner, Kai, Huber, Carina, Tripal, Philipp, Seyler, Lisa, Waldner, Maximilian, Uder, Michael, Stürzl, Michael, Bäuerle, Tobias
Published in PloS one (26.10.2018)
Published in PloS one (26.10.2018)
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Journal Article
A comparison of machine learning approaches for the quantification of microglial cells in the brain of mice, rats and non-human primates
Anwer, Danish M., Gubinelli, Francesco, Kurt, Yunus A., Sarauskyte, Livija, Jacobs, Febe, Venuti, Chiara, Sandoval, Ivette M., Yang, Yiyi, Stancati, Jennifer, Mazzocchi, Martina, Brandi, Edoardo, O’Keeffe, Gerard, Steece-Collier, Kathy, Li, Jia-Yi, Deierborg, Tomas, Manfredsson, Fredric P., Davidsson, Marcus, Heuer, Andreas
Published in PloS one (01.05.2023)
Published in PloS one (01.05.2023)
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Journal Article
Experimental and computational modeling for signature and biomarker discovery of renal cell carcinoma progression
Cooley, Lindsay S., Rudewicz, Justine, Souleyreau, Wilfried, Emanuelli, Andrea, Alvarez-Arenas, Arturo, Clarke, Kim, Falciani, Francesco, Dufies, Maeva, Lambrechts, Diether, Modave, Elodie, Chalopin-Fillot, Domitille, Pineau, Raphael, Ambrosetti, Damien, Bernhard, Jean-Christophe, Ravaud, Alain, Négrier, Sylvie, Ferrero, Jean-Marc, Pagès, Gilles, Benzekry, Sebastien, Nikolski, Macha, Bikfalvi, Andreas
Published in Molecular cancer (20.10.2021)
Published in Molecular cancer (20.10.2021)
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Journal Article
Machine learning for spatial stratification of progressive cardiovascular dysfunction in a murine model of type 2 diabetes mellitus
Durr, Andrya J., Korol, Anna S., Hathaway, Quincy A., Kunovac, Amina, Taylor, Andrew D., Rizwan, Saira, Pinti, Mark V., Hollander, John M.
Published in PloS one (08.05.2023)
Published in PloS one (08.05.2023)
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Journal Article
Handling missing values in machine learning to predict patient-specific risk of adverse cardiac events: Insights from REFINE SPECT registry
Rios, Richard, Miller, Robert J.H., Manral, Nipun, Sharir, Tali, Einstein, Andrew J., Fish, Mathews B., Ruddy, Terrence D., Kaufmann, Philipp A., Sinusas, Albert J., Miller, Edward J., Bateman, Timothy M., Dorbala, Sharmila, Di Carli, Marcelo, Van Kriekinge, Serge D., Kavanagh, Paul B., Parekh, Tejas, Liang, Joanna X., Dey, Damini, Berman, Daniel S., Slomka, Piotr J.
Published in Computers in biology and medicine (01.06.2022)
Published in Computers in biology and medicine (01.06.2022)
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Journal Article
A machine learning approach to predict pancreatic islet grafts rejection versus tolerance
Ceballos, Gerardo A., Hernandez, Luis F., Paredes, Daniel, Betancourt, Luis R., Abdulreda, Midhat H.
Published in PloS one (05.11.2020)
Published in PloS one (05.11.2020)
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Journal Article
Combining Metabolite-Based Pharmacophores with Bayesian Machine Learning Models for Mycobacterium tuberculosis Drug Discovery
Ekins, Sean, Madrid, Peter B., Sarker, Malabika, Li, Shao-Gang, Mittal, Nisha, Kumar, Pradeep, Wang, Xin, Stratton, Thomas P., Zimmerman, Matthew, Talcott, Carolyn, Bourbon, Pauline, Travers, Mike, Yadav, Maneesh, Freundlich, Joel S.
Published in PloS one (30.10.2015)
Published in PloS one (30.10.2015)
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Journal Article
Automated thermal imaging for the detection of fatty liver disease
Brzezinski, Rafael Y., Levin-Kotler, Lapaz, Rabin, Neta, Ovadia-Blechman, Zehava, Zimmer, Yair, Sternfeld, Adi, Finchelman, Joanna Molad, Unis, Razan, Lewis, Nir, Tepper-Shaihov, Olga, Naftali-Shani, Nili, Balint-Lahat, Nora, Safran, Michal, Ben-Ari, Ziv, Grossman, Ehud, Leor, Jonathan, Hoffer, Oshrit
Published in Scientific reports (23.09.2020)
Published in Scientific reports (23.09.2020)
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Journal Article
Computer mouse use captures ataxia and parkinsonism, enabling accurate measurement and detection
Gajos, Krzysztof Z., Reinecke, Katharina, Donovan, Mary, Stephen, Christopher D., Hung, Albert Y., Schmahmann, Jeremy D., Gupta, Anoopum S.
Published in Movement disorders (01.02.2020)
Published in Movement disorders (01.02.2020)
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Journal Article
Identification of Retinal Ganglion Cell Firing Patterns Using Clustering Analysis Supplied with Failure Diagnosis
Published in International journal of neural systems
(01.10.2018)
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Journal Article
Machine learning for rhabdomyosarcoma histopathology
Frankel, Arthur O., Lathara, Melvin, Shaw, Celine Y., Wogmon, Owen, Jackson, Jacob M., Clark, Mattie M., Eshraghi, Navah, Keenen, Stephanie E., Woods, Andrew D., Purohit, Reshma, Ishi, Yukitomo, Moran, Nirupama, Eguchi, Mariko, Ahmed, Farhat Ul Ain, Khan, Sara, Ioannou, Maria, Perivoliotis, Konstantinos, Li, Pin, Zhou, Huixia, Alkhaledi, Ahmad, Davis, Elizabeth J., Galipeau, Danielle, Randall, R.L., Wozniak, Agnieszka, Schoffski, Patrick, Lee, Che-Jui, Huang, Paul H., Jones, Robin L., Rubin, Brian P., Darrow, Morgan, Srinivasa, Ganapati, Rudzinski, Erin R., Chen, Sonja, Berlow, Noah E., Keller, Charles
Published in Modern Pathology (01.09.2022)
Published in Modern Pathology (01.09.2022)
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Journal Article