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A comparison of machine learning approaches for the quantification of microglial cells in the brain of mice, rats and non-human primates

by 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)

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Feasibility study of multi Laue lens based SPECT with a dedicated 3D reconstruction algorithm using Monte Carlo simulations

by Barhoum, Ala, Tahtali, Murat, Guatelli, Susanna, Camattari, Riccardo, Miroshnichenko, Andrey
Published in Scientific reports (17.04.2025)

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Machine Learning for Networking: Second IFIP TC 6 International Conference, MLN 2019, Paris, France, December 3-5, 2019, Revised Selected Papers

by Boumerdassi, Selma, Renault, Éric, Mühlethaler, Paul
Year of Publication 2020

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Transcriptomic signature of cancer cachexia by integration of machine learning, literature mining and meta-analysis

by Zhao, Kening, Ebrahimie, Esmaeil, Mohammadi-Dehcheshmeh, Manijeh, Lewsey, Mathew G., Zheng, Lei, Hoogenraad, Nick J.
Published in Computers in biology and medicine (01.04.2024)

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A Novel Segmentation-Based Algorithm for the Quantification of Magnified Cells

by Thompson, Gemma C., Ireland, Timothy A., Larkin, Xanthe C., Arnold, Jonathon, Holsinger, R. M. Damian
Published in Journal of cellular biochemistry (01.11.2014)

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Analytical Strategy for Oxylipin Annotation by Combining Chemical Derivatization-Based Retention Index Algorithm and Feature Tandem Mass Spectrometric Fragmentation as a Biomarker Discovery Tool

by Wu, Zongyuan, Xiao, Huaming, Rao, Di, Wang, Jie, Lv, Xin, Wang, Dan, Yao, Ping, Huang, Fenghong, Chen, Hong, Wei, Fang
Published in Analytical chemistry (Washington) (31.10.2023)

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Application of machine learning algorithms for multiparametric MRI-based evaluation of murine colitis

by 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)

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Efficient recognition of Parkinson’s disease mice on stepping characters with CNN

by Luo, Yunsong, Huang, Yiqi, Fang, Guangzhan, Tan, Ningping, Tang, Yezhong
Published in Scientific reports (20.01.2025)

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Ranking Candidate Disease Genes from Gene Expression and Protein Interaction: A Katz-Centrality Based Approach

by Zhao, Jing, Yang, Ting-Hong, Huang, Yongxu, Holme, Petter
Published in PloS one (02.09.2011)

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Renal Pathological Image Classification Based on Contrastive and Transfer Learning

by Liu, Xinkai, Zhu, Xin, Tian, Xingjian, Iwasaki, Tsuyoshi, Sato, Atsuya, Kazama, Junichiro James
Published in Electronics (01.04.2024)

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Experimental and computational modeling for signature and biomarker discovery of renal cell carcinoma progression

by 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)

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A network-based approach for identifying suitable biomarkers for oral immunotherapy of food allergy

by van Bilsen, Jolanda H. M., Verschuren, Lars, Wagenaar, Laura, Vonk, Marlotte M., van Esch, Betty C. A. M., Knippels, Léon M. J., Garssen, Johan, Smit, Joost J., Pieters, Raymond H. H., van den Broek, Tim J.
Published in BMC bioinformatics (23.04.2019)

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Peak learning of mass spectrometry imaging data using artificial neural networks

by Abdelmoula, Walid M., Lopez, Begona Gimenez-Cassina, Randall, Elizabeth C., Kapur, Tina, Sarkaria, Jann N., White, Forest M., Agar, Jeffrey N., Wells, William M., Agar, Nathalie Y. R.
Published in Nature communications (20.09.2021)

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Label-Free Differentiation of Cancer and Non-Cancer Cells Based on Machine-Learning-Algorithm-Assisted Fast Raman Imaging

by He, Qing, Yang, Wen, Luo, Weiquan, Wilhelm, Stefan, Weng, Binbin
Published in Biosensors (Basel) (15.04.2022)

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Genetic algorithms applied to translational strategy in metabolic-dysfunction associated steatohepatitis (MASH). Learning from mouse models

by Martínez-Arranz, Ibon, Alonso, Cristina, Mayo, Rebeca, Mincholé, Itziar, Mato, José M., Lee, Dae-Jin
Published in Computer methods and programs in biomedicine (01.10.2024)

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The mouse pathology ontology, MPATH; structure and applications

by Schofield, Paul N, Sundberg, John P, Sundberg, Beth A, McKerlie, Colin, Gkoutos, Georgios V
Published in Journal of biomedical semantics (13.09.2013)

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Time series segmentation for recognition of epileptiform patterns recorded via microelectrode arrays in vitro

by Galeote-Checa, Gabriel, Panuccio, Gabriella, Canal-Alonso, Angel, Linares-Barranco, Bernabe, Serrano-Gotarredona, Teresa
Published in PloS one (24.01.2025)

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An optimized machine learning method for predicting wogonin therapy for the treatment of pulmonary hypertension

by Li, Yupeng, Fu, Yujie, Liu, Yining, Zhao, Dong, Liu, Lei, Bourouis, Sami, Algarni, Abeer D., Zhong, Chuyue, Wu, Peiliang
Published in Computers in biology and medicine (01.09.2023)

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A Dual-Branch Multidomain Feature Fusion Network for Axial Super-Resolution in Optical Coherence Tomography

by Xu, Quanqing, He, Xiang, Xu, Muhao, Hu, Kaixuan, Song, Weiye
Published in IEEE signal processing letters (2025)

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Validation of a Serum Screen for Alzheimer's Disease Across Assay Platforms, Species, and Tissues

Published in Journal of Alzheimer's disease (01.01.2014)

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