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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
Development of a deep learning radiomics model combining lumbar CT, multi-sequence MRI, and clinical data to predict high-risk cage subsidence after lumbar fusion: a retrospective multicenter study
Zou, Congying, Chen, Ruiyuan, Wang, Baodong, Fei, Qi, Song, Hongxing, Zang, Lei
Published in Biomedical engineering online (02.03.2025)
Published in Biomedical engineering online (02.03.2025)
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Journal Article
Enhancing neurological disease diagnostics: fusion of deep transfer learning with optimization algorithm for acute brain stroke prediction using facial images
Alrowais, Fadwa, Alqahtani, Mohammed, Khan, Jahangir, Miled, Achraf Ben, Albalawneh, Da’ad, Alkharashi, Abdulwhab, Al Zanin, Samah, Marzouk, Radwa
Published in Scientific reports (10.04.2025)
Published in Scientific reports (10.04.2025)
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Journal Article
Preoperative Prediction of Microvascular Invasion in Hepatocellular Carcinoma From Multi-Sequence Magnetic Resonance Imaging Based on Deep Fusion Representation Learning
Ma, Haishu, Wang, Lili, Sun, Lingzhi, Wang, Shinan, Lu, Lulu, Zhang, Chaoyang, He, Yong, Zhu, Yuan
Published in IEEE journal of biomedical and health informatics (01.05.2025)
Published in IEEE journal of biomedical and health informatics (01.05.2025)
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Journal Article
Multi-stage feature selection (MSFS) algorithm for UWB-based early breast cancer size prediction
Vijayasarveswari, V., Andrew, A. M., Jusoh, M., Sabapathy, T., Raof, R. A. A., Yasin, M. N. M., Ahmad, R. B., Khatun, S., Rahim, H. A.
Published in PloS one (13.08.2020)
Published in PloS one (13.08.2020)
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Journal Article
Multi-Modal Imaging Genetics Data Fusion via a Hypergraph-Based Manifold Regularization: Application to Schizophrenia Study
Zhang, Yipu, Zhang, Haowei, Xiao, Li, Bai, Yuntong, Calhoun, Vince D., Wang, Yu-Ping
Published in IEEE transactions on medical imaging (01.09.2022)
Published in IEEE transactions on medical imaging (01.09.2022)
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Journal Article
A hybrid optimization approach for accelerated multimodal medical image fusion
Ogbuanya, Chisom Ezinne, Obayi, Adaora, Larabi-Marie-Sainte, Souad, Saad, Amal O., Berriche, Lamia
Published in PloS one (10.07.2025)
Published in PloS one (10.07.2025)
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Journal Article
Isolation forest-voting fusion-multioutput: A stroke risk classification method based on the multidimensional output of abnormal sample detection
He, Hai, Yang, Haibo, Mercaldo, Francesco, Santone, Antonella, Huang, Pan
Published in Computer methods and programs in biomedicine (01.08.2024)
Published in Computer methods and programs in biomedicine (01.08.2024)
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Journal Article
Bio inspired Ensemble Feature Selection (BEFS) Model with Machine Learning and Data Mining Algorithms for Disease Risk Prediction
Pasha, Syed Javeed, Mohamed, E. Syed
Published in 2019 5th International Conference On Computing, Communication, Control And Automation (ICCUBEA) (01.09.2019)
Published in 2019 5th International Conference On Computing, Communication, Control And Automation (ICCUBEA) (01.09.2019)
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Conference Proceeding
Computer-aided prognosis: Predicting patient and disease outcome via quantitative fusion of multi-scale, multi-modal data
Madabhushi, Anant, Agner, Shannon, Basavanhally, Ajay, Doyle, Scott, Lee, George
Published in Computerized medical imaging and graphics (01.10.2011)
Published in Computerized medical imaging and graphics (01.10.2011)
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Journal Article
ProsRegNet: A deep learning framework for registration of MRI and histopathology images of the prostate
Shao, Wei, Banh, Linda, Kunder, Christian A., Fan, Richard E., Soerensen, Simon J.C., Wang, Jeffrey B., Teslovich, Nikola C., Madhuripan, Nikhil, Jawahar, Anugayathri, Ghanouni, Pejman, Brooks, James D., Sonn, Geoffrey A., Rusu, Mirabela
Published in Medical image analysis (01.02.2021)
Published in Medical image analysis (01.02.2021)
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Journal Article
Improving a data mining based diagnostic support tool for rare diseases on the example of M. Fabry: Gender differences need to be taken into account
Hahn, Philipp, Lechner, Werner, Siefen, Rainer-Georg, Lampe, Christina, Nordbeck, Peter, Grigull, Lorenz, Lücke, Thomas
Published in PloS one (30.06.2025)
Published in PloS one (30.06.2025)
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Journal Article
Multiplexed cytokine profiling identifies diagnostic signatures for latent tuberculosis and reactivation risk stratification
Meserve, Krista, Chapman, Cole A., Xu, Mingrui, Zhou, Haowen, Robison, Heather M., Hilgart, Heather R., Arias-Sanchez, Pedro P., Pathakumari, Balaji, Reddy, Manik R., Daniel, Kale A., Cox, Thomas M., Erskine, Courtney L., Marty, Paige K., Vadiyala, Mounika, Karnakoti, Snigdha, Van Keulen, Virginia, Theel, Elitza, Peikert, Tobias, Bushell, Colleen, Welge, Michael, Laniado-Laborin, Rafael, Zhu, Ruoqing, Escalante, Patricio, Bailey, Ryan C.
Published in PloS one (09.04.2025)
Published in PloS one (09.04.2025)
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Journal Article
Machine learning detection of Atrial Fibrillation using wearable technology
Lown, Mark, Brown, Michael, Brown, Chloë, Yue, Arthur M., Shah, Benoy N., Corbett, Simon J., Lewith, George, Stuart, Beth, Moore, Michael, Little, Paul
Published in PloS one (24.01.2020)
Published in PloS one (24.01.2020)
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Journal Article