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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 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
Evaluation of a Machine-Learning Algorithm for Treatment Planning in Prostate Low-Dose-Rate Brachytherapy
Nicolae, Alexandru, Morton, Gerard, Chung, Hans, Loblaw, Andrew, Jain, Suneil, Mitchell, Darren, Lu, Lin, Helou, Joelle, Al-Hanaqta, Motasem, Heath, Emily, Ravi, Ananth
Published in International journal of radiation oncology, biology, physics (15.03.2017)
Published in International journal of radiation oncology, biology, physics (15.03.2017)
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Journal Article
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
Analysis of Dimensionality Reduction Techniques on Big Data
G, Thippa Reddy, M, Praveen Kumar Reddy, Lakshmanna, Kuruva, Kaluri, Rajesh, Rajput, Dharmendra Singh, Srivastava, Gautam, Baker, Thar
Published in IEEE access (01.01.2020)
Published in IEEE access (01.01.2020)
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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
Development and validation of machine learning algorithms for early detection of ankylosing spondylitis using magnetic resonance images
Canayaz, Emre, Altikardes, Zehra Aysun, Unsal, Alparslan, Korkmaz, Hayriye, Gok, Mustafa
Published in Technology and health care (01.05.2025)
Published in Technology and health care (01.05.2025)
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Journal Article
Next-generation molecular diagnostics: Leveraging digital technologies to enhance multiplexing in real-time PCR
Kreitmann, Louis, Miglietta, Luca, Xu, Ke, Malpartida-Cardenas, Kenny, D'Souza, Giselle, Kaforou, Myrsini, Brengel-Pesce, Karen, Drazek, Laurent, Holmes, Alison, Rodriguez-Manzano, Jesus
Published in TrAC, Trends in analytical chemistry (Regular ed.) (01.03.2023)
Published in TrAC, Trends in analytical chemistry (Regular ed.) (01.03.2023)
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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
Deep Learning for Fault Diagnostics in Bearings, Insulators, PV Panels, Power Lines, and Electric Vehicle Applications-The State-of-the-Art Approaches
Sundaram, K. Mohana, Hussain, Azham, Sanjeevikumar, P., Holm-Nielsen, Jens Bo, Kaliappan, Vishnu Kumar, Santhoshi, B. Kavya
Published in IEEE access (2021)
Published in IEEE access (2021)
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Journal Article
Machine learning associated with respiratory oscillometry: a computer-aided diagnosis system for the detection of respiratory abnormalities in systemic sclerosis
Andrade, Domingos S. M., Ribeiro, Luigi Maciel, Lopes, Agnaldo J., Amaral, Jorge L. M., Melo, Pedro L.
Published in Biomedical engineering online (25.03.2021)
Published in Biomedical engineering online (25.03.2021)
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Journal Article
Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation
Wen, Junhao, Thibeau-Sutre, Elina, Diaz-Melo, Mauricio, Samper-González, Jorge, Routier, Alexandre, Bottani, Simona, Dormont, Didier, Durrleman, Stanley, Burgos, Ninon, Colliot, Olivier
Published in Medical image analysis (01.07.2020)
Published in Medical image analysis (01.07.2020)
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Journal Article
Predicting probable Alzheimer’s disease using linguistic deficits and biomarkers
Orimaye, Sylvester O., Wong, Jojo S-M., Golden, Karen J., Wong, Chee P., Soyiri, Ireneous N.
Published in BMC bioinformatics (14.01.2017)
Published in BMC bioinformatics (14.01.2017)
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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