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Block coordinate descent algorithm improves variable selection and estimation in error‐in‐variables regression
Escribe, Célia, Lu, Tianyuan, Keller‐Baruch, Julyan, Forgetta, Vincenzo, Xiao, Bowei, Richards, J. Brent, Bhatnagar, Sahir, Oualkacha, Karim, Greenwood, Celia M. T.
Published in Genetic epidemiology (01.12.2021)
Published in Genetic epidemiology (01.12.2021)
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Journal Article
Simultaneous SNP selection and adjustment for population structure in high dimensional prediction models
Bhatnagar, Sahir R., Yang, Yi, Lu, Tianyuan, Schurr, Erwin, Loredo-Osti, JC, Forest, Marie, Oualkacha, Karim, Greenwood, Celia M. T.
Published in PLoS genetics (04.05.2020)
Published in PLoS genetics (04.05.2020)
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Journal Article
Efficient algorithms of pathwise dynamic programming for decision optimization in mining operations
Hinz, Juri, Tarnopolskaya, Tanya, Yee, Jeremy
Published in Annals of operations research (01.03.2020)
Published in Annals of operations research (01.03.2020)
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Journal Article
A new method based on physical patterns to impute aerobiological datasets
Tagliaferro, Sofia, Corrochano, Adrián, Marchetti, Pierpaolo, Marcon, Alessandro, Le Clainche, Soledad
Published in PloS one (19.11.2024)
Published in PloS one (19.11.2024)
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Journal Article
Automated Processing of Imaging Data through Multi-tiered Classification of Biological Structures Illustrated Using Caenorhabditis elegans
Zhan, Mei, Crane, Matthew M., Entchev, Eugeni V., Caballero, Antonio, Fernandes de Abreu, Diana Andrea, Ch’ng, QueeLim, Lu, Hang
Published in PLoS computational biology (01.04.2015)
Published in PLoS computational biology (01.04.2015)
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Journal Article
BRAPH: A graph theory software for the analysis of brain connectivity
Mijalkov, Mite, Kakaei, Ehsan, Pereira, Joana B., Westman, Eric, Volpe, Giovanni
Published in PloS one (01.08.2017)
Published in PloS one (01.08.2017)
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Journal Article
Developing the new diagnostic model by integrating bioinformatics and machine learning for osteoarthritis
Du, Jian, Zhou, Tian, Zhang, Wei, Peng, Wei
Published in Journal of orthopaedic surgery and research (18.12.2024)
Published in Journal of orthopaedic surgery and research (18.12.2024)
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Journal Article
Differentiating between renal medullary and clear cell renal carcinoma with a machine learning radiomics approach
Jiwani, Rahim, Pal, Koustav, Paolucci, Iwan, Odisio, Bruno, Brock, Kristy, Tannir, Nizar M, Shapiro, Daniel D, Msaouel, Pavlos, Sheth, Rahul A
Published in The oncologist (Dayton, Ohio) (06.02.2025)
Published in The oncologist (Dayton, Ohio) (06.02.2025)
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Journal Article
Text mining-based measurement of precision of polysomnographic reports as basis for intervention
Baty, Florent, Hegermann, Jemima, Locatelli, Tiziana, Rüegg, Claudio, Gysin, Christian, Rassouli, Frank, Brutsche, Martin
Published in Journal of biomedical semantics (31.01.2022)
Published in Journal of biomedical semantics (31.01.2022)
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Journal Article
Interpretability of Learning in a Signal Processing System
Dokukin, A. A., Kuznetsova, A. V., Okulov, N. V., Senko, O. V., Chuchupal, V. Ya
Published in Journal of computer & systems sciences international (01.02.2024)
Published in Journal of computer & systems sciences international (01.02.2024)
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Journal Article
Deep learning for lung cancer prognostication: A retrospective multi-cohort radiomics study
Hosny, Ahmed, Parmar, Chintan, Coroller, Thibaud P., Grossmann, Patrick, Zeleznik, Roman, Kumar, Avnish, Bussink, Johan, Gillies, Robert J., Mak, Raymond H., Aerts, Hugo J. W. L.
Published in PLoS medicine (30.11.2018)
Published in PLoS medicine (30.11.2018)
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Journal Article
RaCaT: An open source and easy to use radiomics calculator tool
Pfaehler, Elisabeth, Zwanenburg, Alex, de Jong, Johan R., Boellaard, Ronald
Published in PloS one (20.02.2019)
Published in PloS one (20.02.2019)
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Journal Article
Exploring the potential mechanisms of Yi-Yi-Fu-Zi-Bai-Jiang-San therapy on the immune-inflamed phenotype of colorectal cancer via combined network pharmacology and bioinformatics analyses
Liu, Yong, Liang, Youcheng, Su, Yongjian, Hu, Jiaqi, Sun, Jianbo, Zheng, Mingbin, Huang, Zunnan
Published in Computers in biology and medicine (01.11.2023)
Published in Computers in biology and medicine (01.11.2023)
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Journal Article
ComsystanJ: A collection of Fiji/ImageJ2 plugins for nonlinear and complexity analysis in 1D, 2D and 3D
Ahammer, Helmut, Reiss, Martin A., Hackhofer, Moritz, Andronache, Ion, Radulovic, Marko, Labra-Spröhnle, Fabián, Jelinek, Herbert Franz
Published in PloS one (05.10.2023)
Published in PloS one (05.10.2023)
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Journal Article
SMOG 2: A Versatile Software Package for Generating Structure-Based Models
Noel, Jeffrey K., Levi, Mariana, Raghunathan, Mohit, Lammert, Heiko, Hayes, Ryan L., Onuchic, José N., Whitford, Paul C.
Published in PLoS computational biology (01.03.2016)
Published in PLoS computational biology (01.03.2016)
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Journal Article
Integrating machine learning and neural networks for new diagnostic approaches to idiopathic pulmonary fibrosis and immune infiltration research
Guo, Yali, Jin, Qian, Kang, Yi, Jin, Wenwen, Liu, Ying, Chen, Qian, Liu, Jian, Wang, Yu guang
Published in PloS one (24.04.2025)
Published in PloS one (24.04.2025)
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Journal Article
A benchmarking tool to evaluate computer tomography perfusion infarct core predictions against a DWI standard
Cereda, Carlo W, Christensen, Søren, Campbell, Bruce CV, Mishra, Nishant K, Mlynash, Michael, Levi, Christopher, Straka, Matus, Wintermark, Max, Bammer, Roland, Albers, Gregory W, Parsons, Mark W, Lansberg, Maarten G
Published in Journal of cerebral blood flow and metabolism (01.10.2016)
Published in Journal of cerebral blood flow and metabolism (01.10.2016)
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Journal Article