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Identification of potential immune-related hub genes in Parkinson’s disease based on machine learning and development and validation of a diagnostic classification model
Xin, Guanghao, Niu, Jingyan, Tian, Qinghua, Fu, Yanchi, Chen, Lixia, Yi, Tingting, Tian, Kuo, Sun, Xuesong, Wang, Na, Wang, Jianjian, Zhang, Huixue, Wang, Lihua
Published in PloS one (05.12.2023)
Published in PloS one (05.12.2023)
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Journal Article
Machine learning analysis of gene expression data reveals novel diagnostic and prognostic biomarkers and identifies therapeutic targets for soft tissue sarcomas
van IJzendoorn, David G. P., Szuhai, Karoly, Briaire-de Bruijn, Inge H., Kostine, Marie, Kuijjer, Marieke L., Bovée, Judith V. M. G.
Published in PLoS computational biology (01.02.2019)
Published in PLoS computational biology (01.02.2019)
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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
Interpretation of microbiota-based diagnostics by explaining individual classifier decisions
Eck, A., Zintgraf, L. M., de Groot, E. F. J., de Meij, T. G. J., Cohen, T. S., Savelkoul, P. H. M., Welling, M., Budding, A. E.
Published in BMC bioinformatics (04.10.2017)
Published in BMC bioinformatics (04.10.2017)
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Journal Article
Classification of pancreatic cystic neoplasms using radiomic feature analysis is equivalent to an experienced academic radiologist: a step toward computer-augmented diagnostics for radiologists
Chu, Linda C., Park, Seyoun, Soleimani, Sahar, Fouladi, Daniel F., Shayesteh, Shahab, He, Jin, Javed, Ammar A., Wolfgang, Christopher L., Vogelstein, Bert, Kinzler, Kenneth W., Hruban, Ralph H., Afghani, Elham, Lennon, Anne Marie, Fishman, Elliot K., Kawamoto, Satomi
Published in Abdominal imaging (01.12.2022)
Published in Abdominal imaging (01.12.2022)
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Journal Article
An integrated study fusing systems biology and machine learning algorithms for genome-based discrimination of IPF and NSIP diseases: a new approach to the diagnostic challenge
Amjad, Elham, Asnaashari, Solmaz, Dastmalchi, Siavoush, Sokouti, Babak
Published in Soft computing (Berlin, Germany) (01.03.2024)
Published in Soft computing (Berlin, Germany) (01.03.2024)
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Journal Article
Deciphering the impact of senescence in kidney transplant rejection: An integrative machine learning and multi-omics analysis via bulk and single-cell RNA sequencing
Shen, Xihao, Wu, Jiyue, Zhang, Feilong, Bi, Qing, Sun, Zejia, Wang, Wei
Published in PloS one (27.11.2024)
Published in PloS one (27.11.2024)
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Journal Article
Radiomics and machine learning of multisequence multiparametric prostate MRI: Towards improved non-invasive prostate cancer characterization
Toivonen, Jussi, Montoya Perez, Ileana, Movahedi, Parisa, Merisaari, Harri, Pesola, Marko, Taimen, Pekka, Boström, Peter J., Pohjankukka, Jonne, Kiviniemi, Aida, Pahikkala, Tapio, Aronen, Hannu J., Jambor, Ivan
Published in PloS one (08.07.2019)
Published in PloS one (08.07.2019)
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Journal Article
Type2 diabetes mellitus prediction using data mining algorithms based on the long-noncoding RNAs expression: a comparison of four data mining approaches
Kazerouni, Faranak, Bayani, Azadeh, Asadi, Farkhondeh, Saeidi, Leyla, Parvizi, Nasrin, Mansoori, Zahra
Published in BMC bioinformatics (27.08.2020)
Published in BMC bioinformatics (27.08.2020)
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Journal Article
A deep learning framework for the early detection of multi-retinal diseases
Ejaz, Sara, Baig, Raheel, Ashraf, Zeeshan, Alnfiai, Mrim M., Alnahari, Mona Mohammed, Alotaibi, Reemiah Muneer
Published in PloS one (25.07.2024)
Published in PloS one (25.07.2024)
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Journal Article
Identification of Novel Diagnostic and Prognostic Gene Signature Biomarkers for Breast Cancer Using Artificial Intelligence and Machine Learning Assisted Transcriptomics Analysis
Mirza, Zeenat, Ansari, Md Shahid, Iqbal, Md Shahid, Ahmad, Nesar, Alganmi, Nofe, Banjar, Haneen, Al-Qahtani, Mohammed H., Karim, Sajjad
Published in Cancers (18.06.2023)
Published in Cancers (18.06.2023)
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Journal Article