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Diagnostic accuracy of convolutional neural network–based machine learning algorithms in endoscopic severity prediction of ulcerative colitis: a systematic review and meta-analysis
Jahagirdar, Vinay, Bapaye, Jay, Chandan, Saurabh, Ponnada, Suresh, Kochhar, Gursimran S., Navaneethan, Udayakumar, Mohan, Babu P.
Published in Gastrointestinal endoscopy (01.08.2023)
Published in Gastrointestinal endoscopy (01.08.2023)
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Journal Article
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 the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study
Tschandl, Philipp, Codella, Noel, Akay, Bengü Nisa, Argenziano, Giuseppe, Braun, Ralph P, Cabo, Horacio, Gutman, David, Halpern, Allan, Helba, Brian, Hofmann-Wellenhof, Rainer, Lallas, Aimilios, Lapins, Jan, Longo, Caterina, Malvehy, Josep, Marchetti, Michael A, Marghoob, Ashfaq, Menzies, Scott, Oakley, Amanda, Paoli, John, Puig, Susana, Rinner, Christoph, Rosendahl, Cliff, Scope, Alon, Sinz, Christoph, Soyer, H Peter, Thomas, Luc, Zalaudek, Iris, Kittler, Harald
Published in The lancet oncology (01.07.2019)
Published in The lancet oncology (01.07.2019)
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Journal Article
Radiogenomics of lower-grade gliomas: machine learning–based MRI texture analysis for predicting 1p/19q codeletion status
Kocak, Burak, Durmaz, Emine Sebnem, Ates, Ece, Sel, Ipek, Turgut Gunes, Saime, Kaya, Ozlem Korkmaz, Zeynalova, Amalya, Kilickesmez, Ozgur
Published in European radiology (01.02.2020)
Published in European radiology (01.02.2020)
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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
Diagnostic test accuracy of machine learning algorithms for the detection intracranial hemorrhage: a systematic review and meta-analysis study
Maghami, Masoud, Sattari, Shahab Aldin, Tahmasbi, Marziyeh, Panahi, Pegah, Mozafari, Javad, Shirbandi, Kiarash
Published in Biomedical engineering online (04.12.2023)
Published in Biomedical engineering online (04.12.2023)
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Journal Article
Predicting very early recurrence in intrahepatic cholangiocarcinoma after curative hepatectomy using machine learning radiomics based on CECT: A multi-institutional study
Chen, Bo, Mao, Yicheng, Li, Jiacheng, Zhao, Zhengxiao, Chen, Qiwen, Yu, Yaoyao, Yang, Yunjun, Dong, Yulong, Lin, Ganglian, Yao, Jiangqiao, Lu, Mengmeng, Wu, Lijun, Bo, Zhiyuan, Chen, Gang, Xie, Xiaozai
Published in Computers in biology and medicine (01.12.2023)
Published in Computers in biology and medicine (01.12.2023)
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Journal Article
Breast cancer diagnosis using the fast learning network algorithm
Albadr, Musatafa Abbas Abbood, Ayob, Masri, Tiun, Sabrina, AL-Dhief, Fahad Taha, Arram, Anas, Khalaf, Sura
Published in Frontiers in oncology (27.04.2023)
Published in Frontiers in oncology (27.04.2023)
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Journal Article
A multimodal machine learning algorithm improved diagnostic accuracy for otitis media in a school aged Aboriginal population
Stephens, Jacqueline H., Nguyen, Phong Phu, Machell, Amanda, Sanchez, Linnett, Ooi, Eng H., Carney, A. Simon, Lewis, Trent
Published in Journal of biomedical informatics (01.04.2025)
Published in Journal of biomedical informatics (01.04.2025)
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Journal Article
Diagnostic power of resting‐state fMRI for detection of network connectivity in Alzheimer's disease and mild cognitive impairment: A systematic review
Ibrahim, Buhari, Suppiah, Subapriya, Ibrahim, Normala, Mohamad, Mazlyfarina, Hassan, Hasyma Abu, Nasser, Nisha Syed, Saripan, M Iqbal
Published in Human brain mapping (15.06.2021)
Published in Human brain mapping (15.06.2021)
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Journal Article
Maximization of the usage of coronary CTA derived plaque information using a machine learning based algorithm to improve risk stratification; insights from the CONFIRM registry
van Rosendael, Alexander R., Maliakal, Gabriel, Kolli, Kranthi K., Beecy, Ashley, Al’Aref, Subhi J., Dwivedi, Aeshita, Singh, Gurpreet, Panday, Mohit, Kumar, Amit, Ma, Xiaoyue, Achenbach, Stephan, Al-Mallah, Mouaz H., Andreini, Daniele, Bax, Jeroen J., Berman, Daniel S., Budoff, Matthew J., Cademartiri, Filippo, Callister, Tracy Q., Chang, Hyuk-Jae, Chinnaiyan, Kavitha, Chow, Benjamin J.W., Cury, Ricardo C., DeLago, Augustin, Feuchtner, Gudrun, Hadamitzky, Martin, Hausleiter, Joerg, Kaufmann, Philipp A., Kim, Yong-Jin, Leipsic, Jonathon A., Maffei, Erica, Marques, Hugo, Pontone, Gianluca, Raff, Gilbert L., Rubinshtein, Ronen, Shaw, Leslee J., Villines, Todd C., Gransar, Heidi, Lu, Yao, Jones, Erica C., Peña, Jessica M., Lin, Fay Y., Min, James K.
Published in Journal of cardiovascular computed tomography (01.05.2018)
Published in Journal of cardiovascular computed tomography (01.05.2018)
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Journal Article
Classification and Diagnostic Prediction of Colorectal Cancer Mortality Based on Machine Learning Algorithms: A Multicenter National Study
Mohammadi, Gohar, Azizmohammad Looha, Mehdi, Pourhoseingholi, Mohammad Amin, Rezaei Tavirani, Mostafa, Sohrabi, Samaneh, Zareie Shab Khaneh, Amirali, Piri, Hassan, Alaei, Maryam, Parvani, Naser, Vakilzadeh, Iman, javadi, Sara, Moradian Haft Cheshmeh, Zeynab, Razzaghi, Zahra, Mahmoud Robati, Reza, Zamanian Azodi, Mona, Zarean Shahraki, Saba, Talebi, Raheleh, Charati Yazdani, Jamshid, Motlagh, Mohammad Esmaeil, Khodakarim, Soheila, Hadavi, Melika
Published in Asian Pacific journal of cancer prevention : APJCP (01.01.2024)
Published in Asian Pacific journal of cancer prevention : APJCP (01.01.2024)
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Journal Article
Machine Learning-Based Identification of Colon Cancer Candidate Diagnostics Genes
Koppad, Saraswati, Basava, Annappa, Nash, Katrina, Gkoutos, Georgios V., Acharjee, Animesh
Published in Biology (Basel, Switzerland) (25.02.2022)
Published in Biology (Basel, Switzerland) (25.02.2022)
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Journal Article
Integration of machine learning and mechanistic models accurately predicts variation in cell density of glioblastoma using multiparametric MRI
Gaw, Nathan, Hawkins-Daarud, Andrea, Hu, Leland S., Yoon, Hyunsoo, Wang, Lujia, Xu, Yanzhe, Jackson, Pamela R., Singleton, Kyle W., Baxter, Leslie C., Eschbacher, Jennifer, Gonzales, Ashlyn, Nespodzany, Ashley, Smith, Kris, Nakaji, Peter, Mitchell, J. Ross, Wu, Teresa, Swanson, Kristin R., Li, Jing
Published in Scientific reports (11.07.2019)
Published in Scientific reports (11.07.2019)
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Journal Article
Diagnostic Accuracy of a Machine-Learning Approach to Coronary Computed Tomographic Angiography–Based Fractional Flow Reserve: Result From the MACHINE Consortium
Coenen, Adriaan, Kim, Young-Hak, Kruk, Mariusz, Tesche, Christian, De Geer, Jakob, Kurata, Akira, Lubbers, Marisa L., Daemen, Joost, Itu, Lucian, Rapaka, Saikiran, Sharma, Puneet, Schwemmer, Chris, Persson, Anders, Schoepf, U. Joseph, Kepka, Cezary, Hyun Yang, Dong, Nieman, Koen
Published in Circulation. Cardiovascular imaging (01.06.2018)
Published in Circulation. Cardiovascular imaging (01.06.2018)
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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