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Type2 diabetes mellitus prediction using data mining algorithms based on the long-noncoding RNAs expression: a comparison of four data mining approaches
Kazerouni, Faranak, Bayani, Azadeh, Asadi, Farkhondeh, Saeidi, Leyla, Parvizi, Nasrin, Mansoori, Zahra
Published in BMC bioinformatics (27.08.2020)
Published in BMC bioinformatics (27.08.2020)
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Journal Article
Diagnostic accuracy of convolutional neural network–based machine learning algorithms in endoscopic severity prediction of ulcerative colitis: a systematic review and meta-analysis
Jahagirdar, Vinay, Bapaye, Jay, Chandan, Saurabh, Ponnada, Suresh, Kochhar, Gursimran S., Navaneethan, Udayakumar, Mohan, Babu P.
Published in Gastrointestinal endoscopy (01.08.2023)
Published in Gastrointestinal endoscopy (01.08.2023)
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Journal Article
Evaluation of a Cascaded Deep Learning–based Algorithm for Prostate Lesion Detection at Biparametric MRI
Lin, Yue, Yilmaz, Enis C., Belue, Mason J., Harmon, Stephanie A., Tetreault, Jesse, Phelps, Tim E., Merriman, Katie M., Hazen, Lindsey, Garcia, Charisse, Yang, Dong, Xu, Ziyue, Lay, Nathan S., Toubaji, Antoun, Merino, Maria J., Xu, Daguang, Law, Yan Mee, Gurram, Sandeep, Wood, Bradford J., Choyke, Peter L., Pinto, Peter A., Turkbey, Baris
Published in Radiology (01.05.2024)
Published in Radiology (01.05.2024)
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Journal Article
Comparing Tuberculosis Diagnostic Yield in Smear/Culture and Xpert® MTB/RIF-Based Algorithms Using a Non-Randomised Stepped-Wedge Design
Naidoo, Pren, Dunbar, Rory, Lombard, Carl, du Toit, Elizabeth, Caldwell, Judy, Detjen, Anne, Squire, S. Bertel, Enarson, Donald A., Beyers, Nulda
Published in PloS one (01.03.2016)
Published in PloS one (01.03.2016)
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Journal Article
A Comparison of Multidrug-Resistant Tuberculosis Treatment Commencement Times in MDRTBPlus Line Probe Assay and Xpert® MTB/RIF-Based Algorithms in a Routine Operational Setting in Cape Town
Naidoo, Pren, du Toit, Elizabeth, Dunbar, Rory, Lombard, Carl, Caldwell, Judy, Detjen, Anne, Squire, S. Bertel, Enarson, Donald A., Beyers, Nulda
Published in PloS one (31.07.2014)
Published in PloS one (31.07.2014)
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Journal Article
Validity of Diagnostic Algorithms for Cardiovascular Diseases in Japanese Health Insurance Claims
Horii, Manabu, Nakai, Michikazu, Iwanaga, Yoshitaka, Myojin, Tomoya, Nishioka, Yuichi, Soeda, Tsunenari, Sakata, Yasushi, Kanaoka, Koshiro, Imamura, Tomoaki, Saito, Yoshihiko, Okada, Katsuki, Terasaki, Satoshi, Noda, Tatsuya, Miyamoto, Yoshihiro, Kamon, Daisuke
Published in Circulation Journal (24.03.2023)
Published in Circulation Journal (24.03.2023)
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Journal Article
Development and Validation of a Deep Learning–Based Automated Detection Algorithm for Major Thoracic Diseases on Chest Radiographs
Hwang, Eui Jin, Park, Sunggyun, Jin, Kwang-Nam, Kim, Jung Im, Choi, So Young, Lee, Jong Hyuk, Goo, Jin Mo, Aum, Jaehong, Yim, Jae-Joon, Cohen, Julien G., Ferretti, Gilbert R., Park, Chang Min
Published in JAMA network open (01.03.2019)
Published in JAMA network open (01.03.2019)
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Journal Article
A deep learning algorithm may automate intracranial aneurysm detection on MR angiography with high diagnostic performance
Joo, Bio, Ahn, Sung Soo, Yoon, Pyeong Ho, Bae, Sohi, Sohn, Beomseok, Lee, Yong Eun, Bae, Jun Ho, Park, Moo Sung, Choi, Hyun Seok, Lee, Seung-Koo
Published in European radiology (01.11.2020)
Published in European radiology (01.11.2020)
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Journal Article
Deep learning–based algorithm improved radiologists’ performance in bone metastases detection on CT
Noguchi, Shunjiro, Nishio, Mizuho, Sakamoto, Ryo, Yakami, Masahiro, Fujimoto, Koji, Emoto, Yutaka, Kubo, Takeshi, Iizuka, Yoshio, Nakagomi, Keita, Miyasa, Kazuhiro, Satoh, Kiyohide, Nakamoto, Yuji
Published in European radiology (01.11.2022)
Published in European radiology (01.11.2022)
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Journal Article
Accuracy of cephalometric landmark and cephalometric analysis from lateral facial photograph by using CNN-based algorithm
Shimamura, Yui, Tachiki, Chie, Takahashi, Kaisei, Matsunaga, Satoru, Takaki, Takashi, Hagiwara, Masafumi, Nishii, Yasushi
Published in Scientific reports (28.12.2024)
Published in Scientific reports (28.12.2024)
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Journal Article
Diagnostic Performance in Low- and High-Contrast Tasks of an Image-Based Denoising Algorithm Applied to Radiation Dose–Reduced Multiphase Abdominal CT Examinations
Akitoshi, Inoue, Benjamin A, Voss, Nam Ju, Lee, Hiroaki, Takahashi, Kazuto, Kozaka, Jay P, Heiken, Eric C, Ehman, Rogerio, Vasconcelos, Jeff L, Fidler, Yong S, Lee, Achille, Mileto, Matthew P, Johnson, Matthias, Baer-Beck, Nikkole M, Weber, Gregory J, Michalak, Ahmed, Halaweish, Rickey E, Carter, Cynthia H, McCollough, Joel G, Fletcher
Published in American Journal of Roentgenology (01.01.2023)
Published in American Journal of Roentgenology (01.01.2023)
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Journal Article
Classification and diagnostic prediction of breast cancer metastasis on clinical data using machine learning algorithms
Botlagunta, Mahendran, Botlagunta, Madhavi Devi, Myneni, Madhu Bala, Lakshmi, D., Nayyar, Anand, Gullapalli, Jaithra Sai, Shah, Mohd Asif
Published in Scientific reports (10.01.2023)
Published in Scientific reports (10.01.2023)
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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
Code-based Diagnostic Algorithms for Idiopathic Pulmonary Fibrosis. Case Validation and Improvement
Ley, Brett, Urbania, Thomas, Husson, Gail, Vittinghoff, Eric, Brush, David R., Eisner, Mark D., Iribarren, Carlos, Collard, Harold R.
Published in Annals of the American Thoracic Society (01.06.2017)
Published in Annals of the American Thoracic Society (01.06.2017)
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Journal Article