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Fault detection diagnostic for HVAC systems via deep learning algorithms
Taheri, Saman, Ahmadi, Amirhossein, Mohammadi-Ivatloo, Behnam, Asadi, Somayeh
Published in Energy and buildings (01.11.2021)
Published in Energy and buildings (01.11.2021)
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Journal Article
FWNNet: Presentation of a New Classifier of Brain Tumor Diagnosis Based on Fuzzy Logic and the Wavelet-Based Neural Network Using Machine-Learning Methods
Ahmadi, Mohsen, Dashti Ahangar, Fatemeh, Astaraki, Nikoo, Abbasi, Mohammad, Babaei, Behzad
Published in Computational intelligence and neuroscience (2021)
Published in Computational intelligence and neuroscience (2021)
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Journal Article
Machine learning methods to predict 30-day hospital readmission outcome among US adults with pneumonia: analysis of the national readmission database
Huang, Yinan, Talwar, Ashna, Lin, Ying, Aparasu, Rajender R.
Published in BMC medical informatics and decision making (09.11.2022)
Published in BMC medical informatics and decision making (09.11.2022)
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Journal Article
Cognitive Machine-Learning Algorithm for Cardiac Imaging: A Pilot Study for Differentiating Constrictive Pericarditis From Restrictive Cardiomyopathy
Sengupta, Partho P., Huang, Yen-Min, Bansal, Manish, Ashrafi, Ali, Fisher, Matt, Shameer, Khader, Gall, Walt, Dudley, Joel T.
Published in Circulation. Cardiovascular imaging (01.06.2016)
Published in Circulation. Cardiovascular imaging (01.06.2016)
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Journal Article
Machine learning algorithms’ accuracy in predicting kidney disease progression: a systematic review and meta-analysis
Lei, Nuo, Zhang, Xianlong, Wei, Mengting, Lao, Beini, Xu, Xueyi, Zhang, Min, Chen, Huifen, Xu, Yanmin, Xia, Bingqing, Zhang, Dingjun, Dong, Chendi, Fu, Lizhe, Tang, Fang, Wu, Yifan
Published in BMC medical informatics and decision making (01.08.2022)
Published in BMC medical informatics and decision making (01.08.2022)
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Journal Article
Machine-Learning Algorithms to Automate Morphological and Functional Assessments in 2D Echocardiography
Narula, Sukrit, Shameer, Khader, Salem Omar, Alaa Mabrouk, Dudley, Joel T., Sengupta, Partho P.
Published in Journal of the American College of Cardiology (29.11.2016)
Published in Journal of the American College of Cardiology (29.11.2016)
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Journal Article
BCD-WERT: a novel approach for breast cancer detection using whale optimization based efficient features and extremely randomized tree algorithm
Abbas, Shafaq, Jalil, Zunera, Javed, Abdul Rehman, Batool, Iqra, Khan, Mohammad Zubair, Noorwali, Abdulfattah, Gadekallu, Thippa Reddy, Akbar, Aqsa
Published in PeerJ. Computer science (12.03.2021)
Published in PeerJ. Computer science (12.03.2021)
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Journal Article
Validation of a machine learning algorithm for early severe sepsis prediction: a retrospective study predicting severe sepsis up to 48 h in advance using a diverse dataset from 461 US hospitals
Burdick, Hoyt, Pino, Eduardo, Gabel-Comeau, Denise, Gu, Carol, Roberts, Jonathan, Le, Sidney, Slote, Joseph, Saber, Nicholas, Pellegrini, Emily, Green-Saxena, Abigail, Hoffman, Jana, Das, Ritankar
Published in BMC medical informatics and decision making (27.10.2020)
Published in BMC medical informatics and decision making (27.10.2020)
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Journal Article
Comparison of the characteristics between machine learning and deep learning algorithms for ablation site classification in a novel cloud-based system
Narita, Masataka, Kawano, Daisuke, Tanaka, Naomichi, Naganuma, Tsukasa, Sasaki, Wataru, Matsumoto, Kazuhisa, Kuinose, Kazuhiko, Mori, Hitoshi, Ikeda, Yoshifumi, Matsumoto, Kazuo, Kato, Ritsushi
Published in Heart rhythm (01.09.2025)
Published in Heart rhythm (01.09.2025)
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Journal Article
Deep Learning Algorithms with Demographic Information Help to Detect Tuberculosis in Chest Radiographs in Annual Workers’ Health Examination Data
Heo, Seok-Jae, Kim, Yangwook, Yun, Sehyun, Lim, Sung-Shil, Kim, Jihyun, Nam, Chung-Mo, Park, Eun-Cheol, Jung, Inkyung, Yoon, Jin-Ha
Published in International journal of environmental research and public health (16.01.2019)
Published in International journal of environmental research and public health (16.01.2019)
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Journal Article
A new concordant partial AUC and partial c statistic for imbalanced data in the evaluation of machine learning algorithms
Carrington, André M., Fieguth, Paul W., Qazi, Hammad, Holzinger, Andreas, Chen, Helen H., Mayr, Franz, Manuel, Douglas G.
Published in BMC medical informatics and decision making (06.01.2020)
Published in BMC medical informatics and decision making (06.01.2020)
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Journal Article
An unsupervised learning algorithm for membrane computing
Peng, Hong, Wang, Jun, Pérez-Jiménez, Mario J., Riscos-Núñez, Agustín
Published in Information sciences (20.05.2015)
Published in Information sciences (20.05.2015)
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Journal Article
Battery Thermal Runaway Fault Prognosis in Electric Vehicles Based on Abnormal Heat Generation and Deep Learning Algorithms
Li, Da, Liu, Peng, Zhang, Zhaosheng, Zhang, Lei, Deng, Junjun, Wang, Zhenpo, Dorrell, David G., Li, Weihan, Sauer, Dirk Uwe
Published in IEEE transactions on power electronics (01.07.2022)
Published in IEEE transactions on power electronics (01.07.2022)
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Journal Article
A Novel Framework for Abnormal Risk Classification over Fetal Nuchal Translucency Using Adaptive Stochastic Gradient Descent Algorithm
Verma, Deepti, Agrawal, Shweta, Iwendi, Celestine, Sharma, Bhisham, Bhatia, Surbhi, Basheer, Shakila
Published in Diagnostics (Basel) (31.10.2022)
Published in Diagnostics (Basel) (31.10.2022)
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Journal Article