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New machine learning method for image-based diagnosis of COVID-19
Elaziz, Mohamed Abd, Hosny, Khalid M., Salah, Ahmad, Darwish, Mohamed M., Lu, Songfeng, Sahlol, Ahmed T.
Published in PloS one (26.06.2020)
Published in PloS one (26.06.2020)
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Journal Article
Computer-aided diagnosis of external and middle ear conditions: A machine learning approach
Viscaino, Michelle, Maass, Juan C., Delano, Paul H., Torrente, Mariela, Stott, Carlos, Auat Cheein, Fernando
Published in PloS one (12.03.2020)
Published in PloS one (12.03.2020)
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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
Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization
Nishio, Mizuho, Nishizawa, Mitsuo, Sugiyama, Osamu, Kojima, Ryosuke, Yakami, Masahiro, Kuroda, Tomohiro, Togashi, Kaori
Published in PloS one (19.04.2018)
Published in PloS one (19.04.2018)
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Journal Article
A feature agnostic approach for glaucoma detection in OCT volumes
Maetschke, Stefan, Antony, Bhavna, Ishikawa, Hiroshi, Wollstein, Gadi, Schuman, Joel, Garnavi, Rahil
Published in PloS one (01.07.2019)
Published in PloS one (01.07.2019)
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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
Brain Tumor Classification Using Fine-Tuned GoogLeNet Features and Machine Learning Algorithms: IoMT Enabled CAD System
Sekhar, Ardhendu, Biswas, Soumen, Hazra, Ranjay, Sunaniya, Arun Kumar, Mukherjee, Amrit, Yang, Lixia
Published in IEEE journal of biomedical and health informatics (01.03.2022)
Published in IEEE journal of biomedical and health informatics (01.03.2022)
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Journal Article
Deep learning algorithm detection of Barrett’s neoplasia with high accuracy during live endoscopic procedures: a pilot study (with video)
de Groof, Albert J., Struyvenberg, Maarten R., Fockens, Kiki N., van der Putten, Joost, van der Sommen, Fons, Boers, Tim G., Zinger, Sveta, Bisschops, Raf, de With, Peter H., Pouw, Roos E., Curvers, Wouter L., Schoon, Erik J., Bergman, Jacques J.G. H.M.
Published in Gastrointestinal endoscopy (01.06.2020)
Published in Gastrointestinal endoscopy (01.06.2020)
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Journal Article
Pre-trained convolutional neural networks as feature extractors toward improved malaria parasite detection in thin blood smear images
Rajaraman, Sivaramakrishnan, Antani, Sameer K., Poostchi, Mahdieh, Silamut, Kamolrat, Hossain, Md. A., Maude, Richard J., Jaeger, Stefan, Thoma, George R.
Published in PeerJ (San Francisco, CA) (16.04.2018)
Published in PeerJ (San Francisco, CA) (16.04.2018)
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Journal Article
Deep Learning Algorithms with Demographic Information Help to Detect Tuberculosis in Chest Radiographs in Annual Workers’ Health Examination Data
Heo, Seok-Jae, Kim, Yangwook, Yun, Sehyun, Lim, Sung-Shil, Kim, Jihyun, Nam, Chung-Mo, Park, Eun-Cheol, Jung, Inkyung, Yoon, Jin-Ha
Published in International journal of environmental research and public health (16.01.2019)
Published in International journal of environmental research and public health (16.01.2019)
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Journal Article
Predicting the molecular subtype of breast cancer and identifying interpretable imaging features using machine learning algorithms
Ma, Mengwei, Liu, Renyi, Wen, Chanjuan, Xu, Weimin, Xu, Zeyuan, Wang, Sina, Wu, Jiefang, Pan, Derun, Zheng, Bowen, Qin, Genggeng, Chen, Weiguo
Published in European radiology (01.03.2022)
Published in European radiology (01.03.2022)
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Journal Article
Explainable artificial intelligence toward usable and trustworthy computer-aided diagnosis of multiple sclerosis from Optical Coherence Tomography
Hernandez, Monica, Ramon-Julvez, Ubaldo, Vilades, Elisa, Cordon, Beatriz, Mayordomo, Elvira, Garcia-Martin, Elena
Published in PloS one (07.08.2023)
Published in PloS one (07.08.2023)
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Journal Article
Automatic clustering method to segment COVID-19 CT images
Abd Elaziz, Mohamed, A. A. Al-qaness, Mohammed, Abo Zaid, Esraa Osama, Lu, Songfeng, Ali Ibrahim, Rehab, A. Ewees, Ahmed
Published in PloS one (08.01.2021)
Published in PloS one (08.01.2021)
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Journal Article
Deep learning in rare disease. Detection of tubers in tuberous sclerosis complex
Sánchez Fernández, Iván, Yang, Edward, Calvachi, Paola, Amengual-Gual, Marta, Wu, Joyce Y., Krueger, Darcy, Northrup, Hope, Bebin, Martina E., Sahin, Mustafa, Yu, Kun-Hsing, Peters, Jurriaan M.
Published in PloS one (29.04.2020)
Published in PloS one (29.04.2020)
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Journal Article
Computer-aided diagnosis of lung nodule classification between benign nodule, primary lung cancer, and metastatic lung cancer at different image size using deep convolutional neural network with transfer learning
Nishio, Mizuho, Sugiyama, Osamu, Yakami, Masahiro, Ueno, Syoko, Kubo, Takeshi, Kuroda, Tomohiro, Togashi, Kaori
Published in PloS one (27.07.2018)
Published in PloS one (27.07.2018)
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Journal Article