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Use of proper orthogonal decomposition and machine learning for efficient blood flow prediction in cerebral saccular aneurysms
Rajhi, Wajdi, Ahmed, Zakarya, Ali, Ali B. M., Alizadeh, As’ad, Hussein, Zahraa Abed, Sawaran Singh, Narinderjit Singh, Louhichi, Borhen, Aich, Walid
Published in Scientific reports (02.09.2025)
Published in Scientific reports (02.09.2025)
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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
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
Computational methods used to investigate atherosclerosis progression in coronary arteries: structural FEA, CFD or FSI
Lissoni, Vittorio, Luraghi, Giulia, Stefanati, Marco, Rodriguez Matas, Jose Felix, Migliavacca, Francesco
Published in Computer methods and programs in biomedicine (01.10.2025)
Published in Computer methods and programs in biomedicine (01.10.2025)
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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
A systematic review of the diagnostic accuracy of artificial intelligence-based computer programs to analyze chest x-rays for pulmonary tuberculosis
Harris, Miriam, Qi, Amy, Jeagal, Luke, Torabi, Nazi, Menzies, Dick, Korobitsyn, Alexei, Pai, Madhukar, Nathavitharana, Ruvandhi R., Ahmad Khan, Faiz
Published in PloS one (03.09.2019)
Published in PloS one (03.09.2019)
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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
Learning hemodynamic scalar fields on coronary artery meshes: A benchmark of geometric deep learning models
Nannini, Guido, Suk, Julian, Rygiel, Patryk, Saitta, Simone, Mariani, Luca, Maranga, Riccardo, Baggiano, Andrea, Pontone, Gianluca, Wolterink, Jelmer M., Redaelli, Alberto
Published in Computers in biology and medicine (01.09.2025)
Published in Computers in biology and medicine (01.09.2025)
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Journal Article
Rapid breath analysis for acute respiratory distress syndrome diagnostics using a portable two-dimensional gas chromatography device: Rapid breath analysis for acute respiratory distress syndrome diagnostics using a portable two-dimensional gas chromatography device
Zhou, Menglian, Sharma, Ruchi, Zhu, Hongbo, Li, Ziqi, Li, Jiliang, Wang, Shiyu, Bisco, Erin, Massey, Justin, Pennington, Amanda, Sjoding, Michael, Dickson, Robert P., Park, Pauline, Hyzy, Robert, Napolitano, Lena, Gillies, Christopher E., Ward, Kevin R., Fan, Xudong
Published in Analytical and bioanalytical chemistry (01.09.2019)
Published in Analytical and bioanalytical chemistry (01.09.2019)
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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
Machine learning algorithm validation with a limited sample size
Vabalas, Andrius, Gowen, Emma, Poliakoff, Ellen, Casson, Alexander J.
Published in PloS one (07.11.2019)
Published in PloS one (07.11.2019)
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Journal Article
The role of spectral characteristics of urine in bladder cancer diagnostics
Velísková, Martina, Masarovičová, Dominika, Waczulíková, Iveta, Kollárik, Boris, Jacko, Juraj, Hunáková, L’uba, Zvarík, Milan
Published in Scientific reports (15.08.2025)
Published in Scientific reports (15.08.2025)
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Journal Article