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Evaluation of a Machine-Learning Algorithm for Treatment Planning in Prostate Low-Dose-Rate Brachytherapy
Nicolae, Alexandru, Morton, Gerard, Chung, Hans, Loblaw, Andrew, Jain, Suneil, Mitchell, Darren, Lu, Lin, Helou, Joelle, Al-Hanaqta, Motasem, Heath, Emily, Ravi, Ananth
Published in International journal of radiation oncology, biology, physics (15.03.2017)
Published in International journal of radiation oncology, biology, physics (15.03.2017)
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Journal Article
Explaining multivariate molecular diagnostic tests via Shapley values
Roder, Joanna, Maguire, Laura, Georgantas, Robert, Roder, Heinrich
Published in BMC medical informatics and decision making (08.07.2021)
Published in BMC medical informatics and decision making (08.07.2021)
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Journal Article
Incorporating algorithmic uncertainty into a clinical machine deep learning algorithm for urgent head CTs
Yoon, Byung C., Pomerantz, Stuart R., Mercaldo, Nathaniel D., Goyal, Swati, L’Italien, Eric M., Lev, Michael H., Buch, Karen A., Buchbinder, Bradley R., Chen, John W., Conklin, John, Gupta, Rajiv, Hunter, George J., Kamalian, Shahmir C., Kelly, Hillary R., Rapalino, Otto, Rincon, Sandra P., Romero, Javier M., He, Julian, Schaefer, Pamela W., Do, Synho, González, Ramon Gilberto
Published in PloS one (13.03.2023)
Published in PloS one (13.03.2023)
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Journal Article
Sex estimation with parameters of the facial canal by computed tomography using machine learning algorithms and artificial neural networks
Secgin, Yusuf, Kaya, Seren, Harmandaoğlu, Oğuzhan, Öztürk, Oğuzhan, Senol, Deniz, Önbaş, Ömer, Yılmaz, Nihat
Published in BMC medical imaging (18.07.2025)
Published in BMC medical imaging (18.07.2025)
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Journal Article
Preoperative Differentiation of HER2‐Zero and HER2‐Low from HER2‐Positive Invasive Ductal Breast Cancers Using BI‐RADS MRI Features and Machine Learning Modeling
Zhou, Jiejie, Zhang, Yang, Miao, Haiwei, Yoon, Ga Young, Wang, Jinhao, Lin, Yezhi, Wang, Hailing, Liu, Yan‐Lin, Chen, Jeon‐Hor, Pan, Zhifang, Su, Min‐Ying, Wang, Meihao
Published in Journal of magnetic resonance imaging (01.02.2025)
Published in Journal of magnetic resonance imaging (01.02.2025)
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Journal Article
Advancements and Prospects of Machine Learning in Medical Diagnostics: Unveiling the Future of Diagnostic Precision
Asif, Sohaib, Wenhui, Yi, ur-Rehman, Saif, ul-ain, Qurrat, Amjad, Kamran, Yueyang, Yi, Jinhai, Si, Awais, Muhammad
Published in Archives of computational methods in engineering (01.03.2025)
Published in Archives of computational methods in engineering (01.03.2025)
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Journal Article
Implementation of machine learning into clinical breast MRI: Potential for objective and accurate decision-making in suspicious breast masses
Ellmann, Stephan, Wenkel, Evelyn, Dietzel, Matthias, Bielowski, Christian, Vesal, Sulaiman, Maier, Andreas, Hammon, Matthias, Janka, Rolf, Fasching, Peter A., Beckmann, Matthias W., Schulz Wendtland, Rüdiger, Uder, Michael, Bäuerle, Tobias
Published in PloS one (30.01.2020)
Published in PloS one (30.01.2020)
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Journal Article
A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity
Goodman-Meza, David, Rudas, Akos, Chiang, Jeffrey N., Adamson, Paul C., Ebinger, Joseph, Sun, Nancy, Botting, Patrick, Fulcher, Jennifer A., Saab, Faysal G., Brook, Rachel, Eskin, Eleazar, An, Ulzee, Kordi, Misagh, Jew, Brandon, Balliu, Brunilda, Chen, Zeyuan, Hill, Brian L., Rahmani, Elior, Halperin, Eran, Manuel, Vladimir
Published in PloS one (22.09.2020)
Published in PloS one (22.09.2020)
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Journal Article
A novel diagnostic and prognostic approach for unresponsive patients with anthroponotic cutaneous leishmaniasis using artificial neural networks
Bamorovat, Mehdi, Sharifi, Iraj, Rashedi, Esmat, Shafiian, Alireza, Sharifi, Fatemeh, Khosravi, Ahmad, Tahmouresi, Amirhossein
Published in PloS one (05.05.2021)
Published in PloS one (05.05.2021)
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Journal Article
Multi-Parametric MRI and Texture Analysis to Visualize Spatial Histologic Heterogeneity and Tumor Extent in Glioblastoma
Hu, Leland S., Ning, Shuluo, Eschbacher, Jennifer M., Gaw, Nathan, Dueck, Amylou C., Smith, Kris A., Nakaji, Peter, Plasencia, Jonathan, Ranjbar, Sara, Price, Stephen J., Tran, Nhan, Loftus, Joseph, Jenkins, Robert, O’Neill, Brian P., Elmquist, William, Baxter, Leslie C., Gao, Fei, Frakes, David, Karis, John P., Zwart, Christine, Swanson, Kristin R., Sarkaria, Jann, Wu, Teresa, Mitchell, J. Ross, Li, Jing
Published in PloS one (24.11.2015)
Published in PloS one (24.11.2015)
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Journal Article
Evaluation of machine learning methods with Fourier Transform features for classifying ovarian tumors based on ultrasound images
Martínez-Más, José, Bueno-Crespo, Andrés, Khazendar, Shan, Remezal-Solano, Manuel, Martínez-Cendán, Juan-Pedro, Jassim, Sabah, Du, Hongbo, Al Assam, Hisham, Bourne, Tom, Timmerman, Dirk
Published in PloS one (26.07.2019)
Published in PloS one (26.07.2019)
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Journal Article
Comparison of Algorithms for the AI-Based Fault Diagnostic of Cable Joints in MV Networks
Negri, Virginia, Mingotti, Alessandro, Tinarelli, Roberto, Peretto, Lorenzo
Published in Energies (Basel) (01.01.2023)
Published in Energies (Basel) (01.01.2023)
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Journal Article
Predicting the ISUP grade of clear cell renal cell carcinoma with multiparametric MR and multiphase CT radiomics
Cui, Enming, Li, Zhuoyong, Ma, Changyi, Li, Qing, Lei, Yi, Lan, Yong, Yu, Juan, Zhou, Zhipeng, Li, Ronggang, Long, Wansheng, Lin, Fan
Published in European radiology (01.05.2020)
Published in European radiology (01.05.2020)
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Journal Article