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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
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
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 intelligence in non-invasive endocrine cancer diagnostics
Thomasian, Nicole M, Kamel, Ihab R, Bai, Harrison X
Published in Nature reviews. Endocrinology (01.02.2022)
Published in Nature reviews. Endocrinology (01.02.2022)
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Journal Article
A Novel and Secure Machine Learning-Based Hyperledger Blockchain for IoT Healthcare
Aslam, Sidra, Aslam, Saba, Wang, Taotao, Feng, Daquan, Zhang, Shengli
Published in IEEE internet of things journal (01.08.2025)
Published in IEEE internet of things journal (01.08.2025)
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Journal Article
Development of a personalized diagnostic model for kidney stone disease tailored to acute care by integrating large clinical, demographics and laboratory data: the diagnostic acute care algorithm - kidney stones (DACA-KS)
Chen, Zhaoyi, Bird, Victoria Y., Ruchi, Rupam, Segal, Mark S., Bian, Jiang, Khan, Saeed R., Elie, Marie-Carmelle, Prosperi, Mattia
Published in BMC medical informatics and decision making (17.08.2018)
Published in BMC medical informatics and decision making (17.08.2018)
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Journal Article
Diagnostic classification of cancers using extreme gradient boosting algorithm and multi-omics data
Ma, Baoshan, Meng, Fanyu, Yan, Ge, Yan, Haowen, Chai, Bingjie, Song, Fengju
Published in Computers in biology and medicine (01.06.2020)
Published in Computers in biology and medicine (01.06.2020)
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Journal Article
An integrated study fusing systems biology and machine learning algorithms for genome-based discrimination of IPF and NSIP diseases: a new approach to the diagnostic challenge
Amjad, Elham, Asnaashari, Solmaz, Dastmalchi, Siavoush, Sokouti, Babak
Published in Soft computing (Berlin, Germany) (01.03.2024)
Published in Soft computing (Berlin, Germany) (01.03.2024)
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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
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
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
Using machine learning algorithms for diagnostics of moving equipment control systems
Published in Energy and automation
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Journal Article
Coronary artery disease detection using artificial intelligence techniques: A survey of trends, geographical differences and diagnostic features 1991–2020
Alizadehsani, Roohallah, Khosravi, Abbas, Roshanzamir, Mohamad, Abdar, Moloud, Sarrafzadegan, Nizal, Shafie, Davood, Khozeimeh, Fahime, Shoeibi, Afshin, Nahavandi, Saeid, Panahiazar, Maryam, Bishara, Andrew, Beygui, Ramin E., Puri, Rishi, Kapadia, Samir, Tan, Ru-San, Acharya, U Rajendra
Published in Computers in biology and medicine (01.01.2021)
Published in Computers in biology and medicine (01.01.2021)
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Journal Article
Deep CNN with LM learning based myocardial ischemia detection in cardiac magnetic resonance images
Muthulakshmi, M., Kavitha, G.
Published in Conference proceedings (IEEE Engineering in Medicine and Biology Society. Conf.) (01.07.2019)
Published in Conference proceedings (IEEE Engineering in Medicine and Biology Society. Conf.) (01.07.2019)
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Conference Proceeding
Journal Article
An effective simulation- and measurement-based workflow for enhanced diagnostics in rhinology
Waldmann, Moritz, Grosch, Alice, Witzler, Christian, Lehner, Matthias, Benda, Odo, Koch, Walter, Vogt, Klaus, Kohn, Christopher, Schröder, Wolfgang, Göbbert, Jens Henrik, Lintermann, Andreas
Published in Medical & biological engineering & computing (01.02.2022)
Published in Medical & biological engineering & computing (01.02.2022)
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Journal Article
Autism spectrum disorder diagnosis based on deep unrolling-based spatial constraint representation
Lei, Dajiang, Zhang, Tao, Wu, Yue, Li, Weisheng, Li, Xinwei
Published in Medical & biological engineering & computing (01.11.2023)
Published in Medical & biological engineering & computing (01.11.2023)
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Journal Article