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Deep ensemble learning for Alzheimer's disease classification
An, Ning, Ding, Huitong, Yang, Jiaoyun, Au, Rhoda, Ang, Ting F.A.
Published in Journal of biomedical informatics (01.05.2020)
Published in Journal of biomedical informatics (01.05.2020)
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Journal Article
A Novel Framework for Abnormal Risk Classification over Fetal Nuchal Translucency Using Adaptive Stochastic Gradient Descent Algorithm
Verma, Deepti, Agrawal, Shweta, Iwendi, Celestine, Sharma, Bhisham, Bhatia, Surbhi, Basheer, Shakila
Published in Diagnostics (Basel) (31.10.2022)
Published in Diagnostics (Basel) (31.10.2022)
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Journal Article
Advancing Ki67 hotspot detection in breast cancer: a comparative analysis of automated digital image analysis algorithms
Zwager, Mieke C, Yu, Shibo, Buikema, Henk J, Bock, Geertruida H, Ramsing, Thomas W, Thagaard, Jeppe, Koopman, Timco, Vegt, Bert
Published in Histopathology (01.01.2025)
Published in Histopathology (01.01.2025)
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Journal Article
Diagnostic Accuracy and Generalizability of a Deep Learning-Based Fully Automated Algorithm for Coronary Artery Stenosis Detection on CCTA: A Multi-Centre Registry Study
Xu, Lixue, He, Yi, Luo, Nan, Guo, Ning, Hong, Min, Jia, Xibin, Wang, Zhenchang, Yang, Zhenghan
Published in Frontiers in cardiovascular medicine (05.11.2021)
Published in Frontiers in cardiovascular medicine (05.11.2021)
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Journal Article
Deep Learning–Based ASPECTS Algorithm Enhances Reader Performance and Reduces Interpretation Time
Ayobi, Angela, Davis, Adam, Chang, Peter D., Chow, Daniel S., Nael, Kambiz, Tassy, Maxime, Quenet, Sarah, Fogola, Sylvain, Shabe, Peter, Fussell, David, Avare, Christophe, Chaibi, Yasmina
Published in American journal of neuroradiology : AJNR (04.03.2025)
Published in American journal of neuroradiology : AJNR (04.03.2025)
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Journal Article
Peripheral artery disease diagnosis based on deep learning-enabled analysis of non-invasive arterial pulse waveforms
Masoumi Shahrbabak, Sina, Kim, Sooho, Youn, Byeng Dong, Cheng, Hao-Min, Chen, Chen-Huan, Mukkamala, Ramakrishna, Hahn, Jin-Oh
Published in Computers in biology and medicine (01.01.2024)
Published in Computers in biology and medicine (01.01.2024)
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Journal Article
Comparison of a Deep Learning‐Accelerated vs. Conventional T2 ‐Weighted Sequence in Biparametric MRI of the Prostate
Tong, Angela, Bagga, Barun, Petrocelli, Robert, Smereka, Paul, Vij, Abhinav, Qian, Kun, Grimm, Robert, Kamen, Ali, Keerthivasan, Mahesh B, Nickel, Marcel Dominik, von Busch, Heinrich, Chandarana, Hersh
Published in Journal of magnetic resonance imaging (01.10.2023)
Published in Journal of magnetic resonance imaging (01.10.2023)
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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
Optimization by Adaptive Stochastic Descent
Kerr, Cliff C., Dura-Bernal, Salvador, Smolinski, Tomasz G., Chadderdon, George L., Wilson, David P.
Published in PloS one (16.03.2018)
Published in PloS one (16.03.2018)
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Journal Article
Evaluation of artificial intelligence techniques in disease diagnosis and prediction
Ghaffar Nia, Nafiseh, Kaplanoglu, Erkan, Nasab, Ahad
Published in Discover Artificial Intelligence (01.12.2023)
Published in Discover Artificial Intelligence (01.12.2023)
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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
Deep-learning algorithms for the interpretation of chest radiographs to aid in the triage of COVID-19 patients: A multicenter retrospective study
Jang, Se Bum, Lee, Suk Hee, Lee, Dong Eun, Park, Sin-Youl, Kim, Jong Kun, Cho, Jae Wan, Cho, Jaekyung, Kim, Ki Beom, Park, Byunggeon, Park, Jongmin, Lim, Jae-Kwang
Published in PloS one (24.11.2020)
Published in PloS one (24.11.2020)
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Journal Article
Accuracy of a New Real-Time Continuous Glucose Monitoring Algorithm
Keenan, D. Barry, Cartaya, Raymond, Mastrototaro, John J.
Published in Journal of diabetes science and technology (01.01.2010)
Published in Journal of diabetes science and technology (01.01.2010)
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Journal Article
Deep learning assessment compared to radiologist reporting for metastatic spinal cord compression on CT
Hallinan, James Thomas Patrick Decourcy, Zhu, Lei, Zhang, Wenqiao, Ge, Shuliang, Muhamat Nor, Faimee Erwan, Ong, Han Yang, Eide, Sterling Ellis, Cheng, Amanda J. L., Kuah, Tricia, Lim, Desmond Shi Wei, Low, Xi Zhen, Yeong, Kuan Yuen, AlMuhaish, Mona I., Alsooreti, Ahmed Mohamed, Kumarakulasinghe, Nesaretnam Barr, Teo, Ee Chin, Yap, Qai Ven, Chan, Yiong Huak, Lin, Shuxun, Tan, Jiong Hao, Kumar, Naresh, Vellayappan, Balamurugan A., Ooi, Beng Chin, Quek, Swee Tian, Makmur, Andrew
Published in Frontiers in oncology (04.05.2023)
Published in Frontiers in oncology (04.05.2023)
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Journal Article
Analysis of delirium prediction in the ICU based on the hybrid SGDCS-ANFIS approach
Tian, Yuan, Liang, Yongquan, Chen, Yufeng, Bian, Hongyang
Published in Medical & biological engineering & computing (01.03.2023)
Published in Medical & biological engineering & computing (01.03.2023)
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Journal Article