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Deep learning to diagnose cardiac amyloidosis from cardiovascular magnetic resonance
Martini, Nicola, Aimo, Alberto, Barison, Andrea, Della Latta, Daniele, Vergaro, Giuseppe, Aquaro, Giovanni Donato, Ripoli, Andrea, Emdin, Michele, Chiappino, Dante
Published in Journal of cardiovascular magnetic resonance (07.12.2020)
Published in Journal of cardiovascular magnetic resonance (07.12.2020)
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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
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
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
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
Keratoconus Diagnostic and Treatment Algorithms Based on Machine-Learning Methods
Malyugin, Boris, Sakhnov, Sergej, Izmailova, Svetlana, Boiko, Ernest, Pozdeyeva, Nadezhda, Axenova, Lyubov, Axenov, Kirill, Titov, Aleksej, Terentyeva, Anna, Zakaraiia, Tamriko, Myasnikova, Viktoriya
Published in Diagnostics (Basel) (19.10.2021)
Published in Diagnostics (Basel) (19.10.2021)
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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
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
Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images
Carass, Aaron, Cuzzocreo, Jennifer L., Han, Shuo, Hernandez-Castillo, Carlos R., Rasser, Paul E., Ganz, Melanie, Beliveau, Vincent, Dolz, Jose, Ben Ayed, Ismail, Desrosiers, Christian, Thyreau, Benjamin, Romero, José E., Coupé, Pierrick, Manjón, José V., Fonov, Vladimir S., Collins, D. Louis, Ying, Sarah H., Onyike, Chiadi U., Crocetti, Deana, Landman, Bennett A., Mostofsky, Stewart H., Thompson, Paul M., Prince, Jerry L.
Published in NeuroImage (Orlando, Fla.) (01.12.2018)
Published in NeuroImage (Orlando, Fla.) (01.12.2018)
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Journal Article
Evaluation of machine learning methods with Fourier Transform features for classifying ovarian tumors based on ultrasound images
Martínez-Más, José, Bueno-Crespo, Andrés, Khazendar, Shan, Remezal-Solano, Manuel, Martínez-Cendán, Juan-Pedro, Jassim, Sabah, Du, Hongbo, Al Assam, Hisham, Bourne, Tom, Timmerman, Dirk
Published in PloS one (26.07.2019)
Published in PloS one (26.07.2019)
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Journal Article
Development and Validation of a Deep Learning–Based Automatic Brain Segmentation and Classification Algorithm for Alzheimer Disease Using 3D T1-Weighted Volumetric Images
Suh, C.H., Shim, W.H., Kim, S.J., Roh, J.H., Lee, J.-H., Kim, M.-J., Park, S., Jung, W., Sung, J., Jahng, G.-H.
Published in American journal of neuroradiology : AJNR (01.12.2020)
Published in American journal of neuroradiology : AJNR (01.12.2020)
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Journal Article