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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
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
Sparsity‐based acoustic inversion in cross‐sectional multiscale optoacoustic imaging
Han, Yiyong, Tzoumas, Stratis, Nunes, Antonio, Ntziachristos, Vasilis, Rosenthal, Amir
Published in Medical physics (Lancaster) (01.09.2015)
Published in Medical physics (Lancaster) (01.09.2015)
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Journal Article
Transcriptomic signature of cancer cachexia by integration of machine learning, literature mining and meta-analysis
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)
Published in Computers in biology and medicine (01.04.2024)
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Journal Article
Machine learning approaches to enhance diagnosis and staging of patients with MASLD using routinely available clinical information
McTeer, Matthew, Applegate, Douglas, Mesenbrink, Peter, Ratziu, Vlad, Schattenberg, Jörn M., Bugianesi, Elisabetta, Geier, Andreas, Romero Gomez, Manuel, Dufour, Jean-Francois, Ekstedt, Mattias, Francque, Sven, Yki-Jarvinen, Hannele, Allison, Michael, Valenti, Luca, Miele, Luca, Pavlides, Michael, Cobbold, Jeremy, Papatheodoridis, Georgios, Holleboom, Adriaan G., Tiniakos, Dina, Brass, Clifford, Anstee, Quentin M., Missier, Paolo
Published in PloS one (29.02.2024)
Published in PloS one (29.02.2024)
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Journal Article
Optimized deep learning approach for lung cancer detection using flying fox optimization and bidirectional generative adversarial networks
Abdullah Alohali, Manal, Alqahtani, Hamed, Ebad, Shouki A., Alotaibi, Faiz Abdullah, K., Venkatachalam, Cho, Jaehyuk
Published in PeerJ. Computer science (27.05.2025)
Published in PeerJ. Computer science (27.05.2025)
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Journal Article
Quantitative Kinematic Characterization of Reaching Impairments in Mice After a Stroke
Published in Neurorehabilitation and neural repair
(01.05.2015)
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Journal Article
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
GlomSAM: Hybrid customized SAM for multi-glomerular detection and segmentation in immunofluorescence images
Pan, Shengyu, Tang, Xuanli, Chen, Bingxian, Lai, Xiaobo, Jin, Wei
Published in PloS one (14.04.2025)
Published in PloS one (14.04.2025)
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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
Renal Pathological Image Classification Based on Contrastive and Transfer Learning
Liu, Xinkai, Zhu, Xin, Tian, Xingjian, Iwasaki, Tsuyoshi, Sato, Atsuya, Kazama, Junichiro James
Published in Electronics (01.04.2024)
Published in Electronics (01.04.2024)
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Journal Article
The mouse pathology ontology, MPATH; structure and applications
Schofield, Paul N, Sundberg, John P, Sundberg, Beth A, McKerlie, Colin, Gkoutos, Georgios V
Published in Journal of biomedical semantics (13.09.2013)
Published in Journal of biomedical semantics (13.09.2013)
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Journal Article
Peak learning of mass spectrometry imaging data using artificial neural networks
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)
Published in Nature communications (20.09.2021)
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Journal Article
CystAnalyser: A new software tool for the automatic detection and quantification of cysts in Polycystic Kidney and Liver Disease, and other cystic disorders
Cordido, Adrián, Cernadas, Eva, Fernández-Delgado, Manuel, García-González, Miguel A.
Published in PLoS computational biology (22.10.2020)
Published in PLoS computational biology (22.10.2020)
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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