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Validation of a surface-based deformable MRI-3D ultrasound image registration algorithm toward clinical implementation for interstitial prostate brachytherapy
Orlando, Nathan, Edirisinghe, Chandima, Gyacskov, Igor, Vickress, Jason, Sachdeva, Robin, Gomez, Jose A., D'Souza, David, Velker, Vikram, Mendez, Lucas C., Bauman, Glenn, Fenster, Aaron, Hoover, Douglas A.
Published in Brachytherapy (01.03.2023)
Published in Brachytherapy (01.03.2023)
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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
Comparison of different MRI-based unsupervised segmentation algorithms in predicting sarcopenia
Zuo, Huayan, Wang, Qiyang, Bi, Guoli, Wang, Yijin, Yang, Guang, Zhang, Chengxiu, Song, Yang, Wu, Yunzhu, Gong, Xiarong, Bi, Qiu
Published in European journal of radiology (01.12.2024)
Published in European journal of radiology (01.12.2024)
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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
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
Utilization of deep learning to quantify fluid volume of neovascular age-related macular degeneration patients based on swept-source OCT imaging: The ONTARIO study
Sodhi, Simrat K., Pereira, Austin, Oakley, Jonathan D., Golding, John, Trimboli, Carmelina, Russakoff, Daniel B., Choudhry, Netan
Published in PloS one (14.02.2022)
Published in PloS one (14.02.2022)
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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
Intelligent Algorithm-Based Ultrasound Images in Evaluation of Therapeutic Effects of Radiofrequency Ablation for Liver Tumor and Analysis on Risk Factors of Postoperative Infection
Kexin, Lou, Ning, Chen, Zhihong, Li, Shuo, Xiao, Rong, Wu
Published in Contrast media and molecular imaging (2022)
Published in Contrast media and molecular imaging (2022)
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Journal Article
Maximization of the usage of coronary CTA derived plaque information using a machine learning based algorithm to improve risk stratification; insights from the CONFIRM registry
van Rosendael, Alexander R., Maliakal, Gabriel, Kolli, Kranthi K., Beecy, Ashley, Al’Aref, Subhi J., Dwivedi, Aeshita, Singh, Gurpreet, Panday, Mohit, Kumar, Amit, Ma, Xiaoyue, Achenbach, Stephan, Al-Mallah, Mouaz H., Andreini, Daniele, Bax, Jeroen J., Berman, Daniel S., Budoff, Matthew J., Cademartiri, Filippo, Callister, Tracy Q., Chang, Hyuk-Jae, Chinnaiyan, Kavitha, Chow, Benjamin J.W., Cury, Ricardo C., DeLago, Augustin, Feuchtner, Gudrun, Hadamitzky, Martin, Hausleiter, Joerg, Kaufmann, Philipp A., Kim, Yong-Jin, Leipsic, Jonathon A., Maffei, Erica, Marques, Hugo, Pontone, Gianluca, Raff, Gilbert L., Rubinshtein, Ronen, Shaw, Leslee J., Villines, Todd C., Gransar, Heidi, Lu, Yao, Jones, Erica C., Peña, Jessica M., Lin, Fay Y., Min, James K.
Published in Journal of cardiovascular computed tomography (01.05.2018)
Published in Journal of cardiovascular computed tomography (01.05.2018)
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Journal Article
Usability of machine learning algorithms based on electronic health records for the prediction of acute kidney injury and transition to acute kidney disease: A proof of concept study
Ruinelli, Lorenzo, Cippà, Pietro, Sieber, Chantal, Di Serio, Clelia, Ferrari, Paolo, Bellasi, Antonio
Published in PloS one (01.07.2025)
Published in PloS one (01.07.2025)
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Journal Article
Deep neural network-based classification of cardiotocograms outperformed conventional algorithms
Ogasawara, Jun, Ikenoue, Satoru, Yamamoto, Hiroko, Sato, Motoshige, Kasuga, Yoshifumi, Mitsukura, Yasue, Ikegaya, Yuji, Yasui, Masato, Tanaka, Mamoru, Ochiai, Daigo
Published in Scientific reports (28.06.2021)
Published in Scientific reports (28.06.2021)
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Journal Article