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Predictive value of initial FDG-PET features for treatment response and survival in esophageal cancer patients treated with chemo-radiation therapy using a random forest classifier
Desbordes, Paul, Ruan, Su, Modzelewski, Romain, Pineau, Pascal, Vauclin, Sébastien, Gouel, Pierrick, Michel, Pierre, Di Fiore, Frédéric, Vera, Pierre, Gardin, Isabelle
Published in PloS one (10.03.2017)
Published in PloS one (10.03.2017)
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Journal Article
RFMirTarget: Predicting Human MicroRNA Target Genes with a Random Forest Classifier
Mendoza, Mariana R., da Fonseca, Guilherme C., Loss-Morais, Guilherme, Alves, Ronnie, Margis, Rogerio, Bazzan, Ana L. C.
Published in PloS one (26.07.2013)
Published in PloS one (26.07.2013)
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Journal Article
SAR Oil Spill Detection System through Random Forest Classifiers
Conceição, Marcos Reinan Assis, de Mendonça, Luis Felipe Ferreira, Lentini, Carlos Alessandre Domingos, da Cunha Lima, André Telles, Lopes, José Marques, de Vasconcelos, Rodrigo Nogueira, Gouveia, Mainara Biazati, Porsani, Milton José
Published in Remote sensing (Basel, Switzerland) (01.06.2021)
Published in Remote sensing (Basel, Switzerland) (01.06.2021)
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Journal Article
A Random Forest Classifier for Anomaly Detection in Laser-Powder Bed Fusion Using Optical Monitoring
Khan, Imran Ali, Birkhofer, Hannes, Kunz, Dominik, Lukas, Drzewietzki, Ploshikhin, Vasily
Published in Materials (29.09.2023)
Published in Materials (29.09.2023)
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Journal Article
Classification of Arctic Sea Ice Type in CFOSAT Scatterometer Measurements Using a Random Forest Classifier
Zhai, Xiaochun, Xu, Rui, Wang, Zhixiong, Zheng, Zhaojun, Shou, Yixuan, Tian, Shengrong, Tian, Lin, Hu, Xiuqing, Chen, Lin, Xu, Na
Published in Remote sensing (Basel, Switzerland) (01.03.2023)
Published in Remote sensing (Basel, Switzerland) (01.03.2023)
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Journal Article
A cascaded classifier for multi-lead ECG based on feature fusion
Chen, Genlang, Hong, Zhiqing, Guo, Yongjuan, Pang, Chaoyi
Published in Computer methods and programs in biomedicine (01.09.2019)
Published in Computer methods and programs in biomedicine (01.09.2019)
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Journal Article
Stroke mortality prediction based on ensemble learning and the combination of structured and textual data
Huang, Ruixuan, Liu, Jundong, Wan, Tsz Kin, Siriwanna, Damrongrat, Woo, Yat Ming Peter, Vodencarevic, Asmir, Wong, Chi Wah, Chan, Kei Hang Katie
Published in Computers in biology and medicine (01.03.2023)
Published in Computers in biology and medicine (01.03.2023)
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Journal Article
COVID-19 prognostic modeling using CT radiomic features and machine learning algorithms: Analysis of a multi-institutional dataset of 14,339 patients
Shiri, Isaac, Salimi, Yazdan, Pakbin, Masoumeh, Hajianfar, Ghasem, Avval, Atlas Haddadi, Sanaat, Amirhossein, Mostafaei, Shayan, Akhavanallaf, Azadeh, Saberi, Abdollah, Mansouri, Zahra, Askari, Dariush, Ghasemian, Mohammadreza, Sharifipour, Ehsan, Sandoughdaran, Saleh, Sohrabi, Ahmad, Sadati, Elham, Livani, Somayeh, Iranpour, Pooya, Kolahi, Shahriar, Khateri, Maziar, Bijari, Salar, Atashzar, Mohammad Reza, Shayesteh, Sajad P., Khosravi, Bardia, Babaei, Mohammad Reza, Jenabi, Elnaz, Hasanian, Mohammad, Shahhamzeh, Alireza, Foroghi Ghomi, Seyaed Yaser, Mozafari, Abolfazl, Teimouri, Arash, Movaseghi, Fatemeh, Ahmari, Azin, Goharpey, Neda, Bozorgmehr, Rama, Shirzad-Aski, Hesamaddin, Mortazavi, Roozbeh, Karimi, Jalal, Mortazavi, Nazanin, Besharat, Sima, Afsharpad, Mandana, Abdollahi, Hamid, Geramifar, Parham, Radmard, Amir Reza, Arabi, Hossein, Rezaei-Kalantari, Kiara, Oveisi, Mehrdad, Rahmim, Arman, Zaidi, Habib
Published in Computers in biology and medicine (01.06.2022)
Published in Computers in biology and medicine (01.06.2022)
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Journal Article
Classification of FIB/SEM-tomography images for highly porous multiphase materials using random forest classifiers
Osenberg, Markus, Hilger, André, Neumann, Matthias, Wagner, Amalia, Bohn, Nicole, Binder, Joachim R., Schmidt, Volker, Banhart, John, Manke, Ingo
Published in Journal of power sources (30.06.2023)
Published in Journal of power sources (30.06.2023)
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Journal Article
Comparison of object-based and pixel-based Random Forest algorithm for wetland vegetation mapping using high spatial resolution GF-1 and SAR data
Fu, Bolin, Wang, Yeqiao, Campbell, Anthony, Li, Ying, Zhang, Bai, Yin, Shubai, Xing, Zefeng, Jin, Xiaomin
Published in Ecological indicators (01.02.2017)
Published in Ecological indicators (01.02.2017)
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Journal Article
Natural language processing augments comorbidity documentation in neurosurgical inpatient admissions
Sastry, Rahul A., Setty, Aayush, Liu, David D., Zheng, Bryan, Ali, Rohaid, Weil, Robert J., Roye, G. Dean, Doberstein, Curtis E., Oyelese, Adetokunbo A., Niu, Tianyi, Gokaslan, Ziya L., Telfeian, Albert E.
Published in PloS one (09.05.2024)
Published in PloS one (09.05.2024)
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Journal Article
Predictive classifier models built from natural products with antimalarial bioactivity using machine learning approach
Egieyeh, Samuel, Syce, James, Malan, Sarel F., Christoffels, Alan
Published in PloS one (28.09.2018)
Published in PloS one (28.09.2018)
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Journal Article
Improved accuracy and less fault prediction errors via modified sequential minimal optimization algorithm
Asim Shahid, Muhammad, Alam, Muhammad Mansoor, Mohd Su’ud, Mazliham
Published in PloS one (13.04.2023)
Published in PloS one (13.04.2023)
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Journal Article