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Performance Analysis of Conventional Machine Learning Algorithms for Identification of Chronic Kidney Disease in Type 1 Diabetes Mellitus Patients
Chowdhury, Nakib Hayat, Reaz, Mamun Bin Ibne, Haque, Fahmida, Ahmad, Shamim, Ali, Sawal Hamid Md, A Bakar, Ahmad Ashrif, Bhuiyan, Mohammad Arif Sobhan
Published in Diagnostics (Basel) (03.12.2021)
Published in Diagnostics (Basel) (03.12.2021)
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Journal Article
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
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
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
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
Discovery of Aptamers Targeting the Receptor-Binding Domain of the SARS-CoV‑2 Spike Glycoprotein
Song, Yanling, Song, Jia, Wei, Xinyu, Huang, Mengjiao, Sun, Miao, Zhu, Lin, Lin, Bingqian, Shen, Haicong, Zhu, Zhi, Yang, Chaoyong
Published in Analytical chemistry (Washington) (21.07.2020)
Published in Analytical chemistry (Washington) (21.07.2020)
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Journal Article
Machine Learning-Assisted Nanoenzyme/Bioenzyme Dual-Coupled Array for Rapid Detection of Amyloids
Xu, Yu, Qian, Cheng, Yu, Yang, Yang, Shijie, Shi, Fangfang, Xu, Lian, Gao, Xu, Liu, Yuhang, Huang, Hui, Stewart, Callum, Li, Fei, Han, Jinsong
Published in ANALYTICAL CHEMISTRY (14.03.2023)
Published in ANALYTICAL CHEMISTRY (14.03.2023)
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Journal Article
Publication
Label-Free Differentiation of Cancer and Non-Cancer Cells Based on Machine-Learning-Algorithm-Assisted Fast Raman Imaging
He, Qing, Yang, Wen, Luo, Weiquan, Wilhelm, Stefan, Weng, Binbin
Published in Biosensors (Basel) (15.04.2022)
Published in Biosensors (Basel) (15.04.2022)
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Journal Article
Cancer genetics-guided discovery of serum biomarker signatures for diagnosis and prognosis of prostate cancer
Cima, Igor, Schiess, Ralph, Wild, Peter, Kaelin, Martin, Schüffler, Peter, Lange, Vinzenz, Picotti, Paola, Ossola, Reto, Templeton, Arnoud, Schubert, Olga, Fuchs, Thomas, Leippold, Thomas, Wyler, Stephen, Zehetner, Jens, Jochum, Wolfram, Buhmann, Joachim, Cerny, Thomas, Moch, Holger, Gillessen, Silke, Aebersold, Ruedi, Krek, Wilhelm
Published in Proceedings of the National Academy of Sciences - PNAS (22.02.2011)
Published in Proceedings of the National Academy of Sciences - PNAS (22.02.2011)
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Journal Article