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Using machine learning and deep learning algorithms for downtime minimization in manufacturing systems: an early failure detection diagnostic service
Shahin, Mohammad, Chen, F. Frank, Hosseinzadeh, Ali, Zand, Neda
Published in International journal of advanced manufacturing technology (01.10.2023)
Published in International journal of advanced manufacturing technology (01.10.2023)
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Journal Article
Comparison of machine learning algorithms for clinical event prediction (risk of coronary heart disease)
Beunza, Juan-Jose, Puertas, Enrique, García-Ovejero, Ester, Villalba, Gema, Condes, Emilia, Koleva, Gergana, Hurtado, Cristian, Landecho, Manuel F.
Published in Journal of biomedical informatics (01.09.2019)
Published in Journal of biomedical informatics (01.09.2019)
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Journal Article
Application of machine and deep learning algorithms in optical microscopic detection of Plasmodium: A malaria diagnostic tool for the future
Ikerionwu, Charles, Ugwuishiwu, Chikodili, Okpala, Izunna, James, Idara, Okoronkwo, Matthew, Nnadi, Charles, Orji, Ugochukwu, Ebem, Deborah, Ike, Anthony
Published in Photodiagnosis and photodynamic therapy (01.12.2022)
Published in Photodiagnosis and photodynamic therapy (01.12.2022)
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Journal Article
Machine-learning-based diagnostics of EEG pathology
Gemein, Lukas A.W., Schirrmeister, Robin T., Chrabąszcz, Patryk, Wilson, Daniel, Boedecker, Joschka, Schulze-Bonhage, Andreas, Hutter, Frank, Ball, Tonio
Published in NeuroImage (Orlando, Fla.) (15.10.2020)
Published in NeuroImage (Orlando, Fla.) (15.10.2020)
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Journal Article
Variation in the Thickness of Knee Cartilage. The Use of a Novel Machine Learning Algorithm for Cartilage Segmentation of Magnetic Resonance Images
Shah, Romil F., Martinez, Alejandro M., Pedoia, Valentina, Majumdar, Sharmila, Vail, Thomas P., Bini, Stefano A.
Published in The Journal of arthroplasty (01.10.2019)
Published in The Journal of arthroplasty (01.10.2019)
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Journal Article
MRI classification of progressive supranuclear palsy, Parkinson disease and controls using deep learning and machine learning algorithms for the identification of regions and tracts of interest as potential biomarkers
Volkmann, Heiko, Höglinger, Günter U., Grön, Georg, Bârlescu, Lavinia A., Müller, Hans-Peter, Kassubek, Jan
Published in Computers in biology and medicine (01.02.2025)
Published in Computers in biology and medicine (01.02.2025)
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Journal Article
Improvement of electrocardiographic diagnostic accuracy of left ventricular hypertrophy using a Machine Learning approach
De la Garza-Salazar, Fernando, Romero-Ibarguengoitia, Maria Elena, Rodriguez-Diaz, Elias Abraham, Azpiri-Lopez, Jose Ramón, González-Cantu, Arnulfo
Published in PloS one (13.05.2020)
Published in PloS one (13.05.2020)
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Journal Article
Development of a Machine-Learning Algorithm to Identify Cauda Equina Compression on Magnetic Resonance Imaging Scans
Biswas, Sayan, Sarkar, Ved, MacArthur, Joshua Ian, Guo, Li, Deng, Xutao, Snowdon, Ella, Ahmed, Hamza, Tetlow, Callum, George, K. Joshi
Published in World neurosurgery (01.03.2025)
Published in World neurosurgery (01.03.2025)
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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
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
Machine learning for myocarditis diagnosis using cardiovascular magnetic resonance: a systematic review, diagnostic test accuracy meta-analysis, and comparison with human physicians
Łajczak, Paweł, Sahin, Oguz Kagan, Matyja, Jakub, Puglla Sanchez, Luis Rene, Sayudo, Iqbal Farhan, Ayesha, Ayesha, Lopes, Vitor, Majeed, Mir Wajid, Krishna, Mrinal Murali, Joseph, Meghna, Pereira, Mable, Obi, Ogechukwu, Silva, Railla, Lecchi, Caterina, Schincariol, Michele
Published in The international journal of cardiovascular imaging (01.10.2025)
Published in The international journal of cardiovascular imaging (01.10.2025)
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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
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
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
Machine learning applied to retinal image processing for glaucoma detection: review and perspective
Barros, Daniele M. S., Moura, Julio C. C., Freire, Cefas R., Taleb, Alexandre C., Valentim, Ricardo A. M., Morais, Philippi S. G.
Published in Biomedical engineering online (15.04.2020)
Published in Biomedical engineering online (15.04.2020)
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Journal Article
An automated machine learning approach to predict brain age from cortical anatomical measures
Dafflon, Jessica, Pinaya, Walter H. L., Turkheimer, Federico, Cole, James H., Leech, Robert, Harris, Mathew A., Cox, Simon R., Whalley, Heather C., McIntosh, Andrew M., Hellyer, Peter J.
Published in Human brain mapping (01.09.2020)
Published in Human brain mapping (01.09.2020)
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Journal Article