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Artificial intelligence for analyzing orthopedic trauma radiographs: Deep learning algorithms-are they on par with humans for diagnosing fractures?
Olczak, Jakub, Fahlberg, Niklas, Maki, Atsuto, Razavian, Ali Sharif, Jilert, Anthony, Stark, André, Sköldenberg, Olof, Gordon, Max
Published in Acta orthopaedica (02.11.2017)
Published in Acta orthopaedica (02.11.2017)
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Journal Article
FWNNet: Presentation of a New Classifier of Brain Tumor Diagnosis Based on Fuzzy Logic and the Wavelet-Based Neural Network Using Machine-Learning Methods
Ahmadi, Mohsen, Dashti Ahangar, Fatemeh, Astaraki, Nikoo, Abbasi, Mohammad, Babaei, Behzad
Published in Computational intelligence and neuroscience (2021)
Published in Computational intelligence and neuroscience (2021)
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Journal Article
Inconsistency in the use of the term “validation” in studies reporting the performance of deep learning algorithms in providing diagnosis from medical imaging
Kim, Dong Wook, Jang, Hye Young, Ko, Yousun, Son, Jung Hee, Kim, Pyeong Hwa, Kim, Seon-Ok, Lim, Joon Seo, Park, Seong Ho
Published in PLOS ONE (11.09.2020)
Published in PLOS ONE (11.09.2020)
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Journal Article
External Validation of Deep Learning Algorithms for Radiologic Diagnosis: A Systematic Review
Yu, Alice C., Mohajer, Bahram, Eng, John
Published in Radiology. Artificial intelligence (01.05.2022)
Published in Radiology. Artificial intelligence (01.05.2022)
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Journal Article
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
Automated algorithms combining structure and function outperform general ophthalmologists in diagnosing glaucoma
Shigueoka, Leonardo Seidi, Vasconcellos, José Paulo Cabral de, Schimiti, Rui Barroso, Reis, Alexandre Soares Castro, Oliveira, Gabriel Ozeas de, Gomi, Edson Satoshi, Vianna, Jayme Augusto Rocha, Lisboa, Renato Dichetti dos Reis, Medeiros, Felipe Andrade, Costa, Vital Paulino
Published in PloS one (05.12.2018)
Published in PloS one (05.12.2018)
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Journal Article
A prospective multicenter validation study of a machine learning algorithm classifier on quantitative electroencephalogram for differentiating between dementia with Lewy bodies and Alzheimer’s dementia
Suzuki, Yukiko, Suzuki, Maki, Shigenobu, Kazue, Shinosaki, Kazuhiro, Aoki, Yasunori, Kikuchi, Hirokazu, Baba, Toru, Hashimoto, Mamoru, Araki, Toshihiko, Johnsen, Kristinn, Ikeda, Manabu, Mori, Etsuro
Published in PloS one (31.03.2022)
Published in PloS one (31.03.2022)
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Journal Article
CNN-RNN Based Intelligent Recommendation for Online Medical Pre-Diagnosis Support
Zhou, Xiaokang, Li, Yue, Liang, Wei
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.05.2021)
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.05.2021)
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Journal Article
Machine Learning of Discriminative Gate Locations for Clinical Diagnosis
Ji, Disi, Putzel, Preston, Qian, Yu, Chang, Ivan, Mandava, Aishwarya, Scheuermann, Richard H., Bui, Jack D., Wang, Huan‐You, Smyth, Padhraic
Published in Cytometry. Part A (01.03.2020)
Published in Cytometry. Part A (01.03.2020)
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Journal Article
Statistical classifiers for diagnosing disease from immune repertoires: a case study using multiple sclerosis
Ostmeyer, Jared, Christley, Scott, Rounds, William H., Toby, Inimary, Greenberg, Benjamin M., Monson, Nancy L., Cowell, Lindsay G.
Published in BMC bioinformatics (07.09.2017)
Published in BMC bioinformatics (07.09.2017)
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Journal Article
Score and Correlation Coefficient-Based Feature Selection for Predicting Heart Failure Diagnosis by Using Machine Learning Algorithms
Senan, Ebrahim Mohammed, Abunadi, Ibrahim, Jadhav, Mukti E., Fati, Suliman Mohamed
Published in Computational and mathematical methods in medicine (20.12.2021)
Published in Computational and mathematical methods in medicine (20.12.2021)
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Journal Article