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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
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
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
Reliable Biomarker discovery from Metagenomic data via RegLRSD algorithm
Alshawaqfeh, Mustafa, Bashaireh, Ahmad, Serpedin, Erchin, Suchodolski, Jan
Published in BMC bioinformatics (10.07.2017)
Published in BMC bioinformatics (10.07.2017)
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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
A comparison of various imputation algorithms for missing data
Kampf, Jürgen, Dykun, Iryna, Rassaf, Tienush, Mahabadi, Amir Abbas
Published in PloS one (12.05.2025)
Published in PloS one (12.05.2025)
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Journal Article
Efficient recognition of Parkinson’s disease mice on stepping characters with CNN
Luo, Yunsong, Huang, Yiqi, Fang, Guangzhan, Tan, Ningping, Tang, Yezhong
Published in Scientific reports (20.01.2025)
Published in Scientific reports (20.01.2025)
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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
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
Detection of Molecular Paths Associated with Insulitis and Type 1 Diabetes in Non-Obese Diabetic Mouse
Lindfors, Erno, Gopalacharyulu, Peddinti V., Halperin, Eran, Orešič, Matej
Published in PloS one (02.10.2009)
Published in PloS one (02.10.2009)
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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
A network-based approach for identifying suitable biomarkers for oral immunotherapy of food allergy
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)
Published in BMC bioinformatics (23.04.2019)
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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
Genetic algorithms applied to translational strategy in metabolic-dysfunction associated steatohepatitis (MASH). Learning from mouse models
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)
Published in Computer methods and programs in biomedicine (01.10.2024)
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Journal Article