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Machine learning-based prediction of distant metastasis risk in invasive ductal carcinoma of the breast
Dong, Jingru, Lei, Ruijiao, Ma, Feiyang, Yu, Lu, Wang, Lanlan, Xu, Shangzhi, Hu, Yunhua, Sun, Jialin, Zhang, Wenwen, Wang, Haixia, Zhang, Li
Published in PloS one (26.02.2025)
Published in PloS one (26.02.2025)
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Journal Article
Optimization Based Tumor Classification from Microarray Gene Expression Data
Dagliyan, Onur, Uney-Yuksektepe, Fadime, Kavakli, I. Halil, Turkay, Metin
Published in PloS one (04.02.2011)
Published in PloS one (04.02.2011)
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Journal Article
Current trend and development in bioinformatics research
Fu, Yuanyuan, Ling, Zhougui, Arabnia, Hamid, Deng, Youping
Published in BMC bioinformatics (03.12.2020)
Published in BMC bioinformatics (03.12.2020)
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Journal Article
Identification of immune-associated biomarkers of diabetes nephropathy tubulointerstitial injury based on machine learning: a bioinformatics multi-chip integrated analysis
Wang, Lin, Su, Jiaming, Liu, Zhongjie, Ding, Shaowei, Li, Yaotan, Hou, Baoluo, Hu, Yuxin, Dong, Zhaoxi, Tang, Jingyi, Liu, Hongfang, Liu, Weijing
Published in BioData mining (01.07.2024)
Published in BioData mining (01.07.2024)
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Journal Article
An integrative transcriptome analysis reveals potential predictive, prognostic biomarkers and therapeutic targets in colorectal cancer
Samadi, Pouria, Soleimani, Meysam, Nouri, Fatemeh, Rahbarizadeh, Fatemeh, Najafi, Rezvan, Jalali, Akram
Published in BMC cancer (30.07.2022)
Published in BMC cancer (30.07.2022)
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Journal Article
Multiple-kernel learning for genomic data mining and prediction
Wilson, Christopher M., Li, Kaiqiao, Yu, Xiaoqing, Kuan, Pei-Fen, Wang, Xuefeng
Published in BMC bioinformatics (15.08.2019)
Published in BMC bioinformatics (15.08.2019)
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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
Integration of graph neural networks and transcriptomics analysis identify key pathways and gene signature for immunotherapy response and prognosis of skin melanoma
Ye, Maodong, Ren, Shuai, Luo, Huanjuan, Wu, Xiumin, Lian, Hongwei, Cai, Xiangna, Ji, Yingchang
Published in BMC cancer (09.04.2025)
Published in BMC cancer (09.04.2025)
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Journal Article
Statistical methods and resources for biomarker discovery using metabolomics
Anwardeen, Najeha R., Diboun, Ilhame, Mokrab, Younes, Althani, Asma A., Elrayess, Mohamed A.
Published in BMC bioinformatics (15.06.2023)
Published in BMC bioinformatics (15.06.2023)
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Journal Article
Statistical Methods in Data Science and Applications
Year of Publication 2024
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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
An OMIC biomarker detection algorithm TriVote and its application in methylomic biomarker detection
Xu, Cheng, Liu, Jiamei, Yang, Weifeng, Shu, Yayun, Wei, Zhipeng, Zheng, Weiwei, Feng, Xin, Zhou, Fengfeng
Published in Epigenomics (01.04.2018)
Published in Epigenomics (01.04.2018)
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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