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Complete Blood Count and Monocyte Distribution Width–Based Machine Learning Algorithms for Sepsis Detection: Multicentric Development and External Validation Study
Campagner, Andrea, Agnello, Luisa, Carobene, Anna, Padoan, Andrea, Del Ben, Fabio, Locatelli, Massimo, Plebani, Mario, Ognibene, Agostino, Lorubbio, Maria, De Vecchi, Elena, Cortegiani, Andrea, Piva, Elisa, Poz, Donatella, Curcio, Francesco, Cabitza, Federico, Ciaccio, Marcello
Published in Journal of medical Internet research (26.02.2025)
Published in Journal of medical Internet research (26.02.2025)
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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
Fault detection diagnostic for HVAC systems via deep learning algorithms
Taheri, Saman, Ahmadi, Amirhossein, Mohammadi-Ivatloo, Behnam, Asadi, Somayeh
Published in Energy and buildings (01.11.2021)
Published in Energy and buildings (01.11.2021)
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Journal Article
Diagnostic assessment of deep learning algorithms for diabetic retinopathy screening
Li, Tao, Gao, Yingqi, Wang, Kai, Guo, Song, Liu, Hanruo, Kang, Hong
Published in Information sciences (01.10.2019)
Published in Information sciences (01.10.2019)
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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
Application of a deep learning algorithm for detection and visualization of hip fractures on plain pelvic radiographs
Cheng, Chi-Tung, Ho, Tsung-Ying, Lee, Tao-Yi, Chang, Chih-Chen, Chou, Ching-Cheng, Chen, Chih-Chi, Chung, I-Fang, Liao, Chien-Hung
Published in European radiology (01.10.2019)
Published in European radiology (01.10.2019)
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Journal Article
Deep learning algorithms for detection of diabetic retinopathy in retinal fundus photographs: A systematic review and meta-analysis
Islam, Md Mohaimenul, Yang, Hsuan-Chia, Poly, Tahmina Nasrin, Jian, Wen-Shan, (Jack) Li, Yu-Chuan
Published in Computer methods and programs in biomedicine (01.07.2020)
Published in Computer methods and programs in biomedicine (01.07.2020)
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Journal Article
Lung Diseases Detection Using Various Deep Learning Algorithms
Jasmine Pemeena Priyadarsini, M., kotecha, Ketan, Rajini, G. K., Hariharan, K., Utkarsh Raj, K., Bhargav Ram, K., Indragandhi, V., Subramaniyaswamy, V., Pandya, Sharnil
Published in Journal of healthcare engineering (2023)
Published in Journal of healthcare engineering (2023)
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Journal Article
Performance of deep learning-based algorithm for detection of ileocolic intussusception on abdominal radiographs of young children
Kim, Sungwon, Yoon, Haesung, Lee, Mi-Jung, Kim, Myung-Joon, Han, Kyunghwa, Yoon, Ja Kyung, Kim, Hyung Cheol, Shin, Jaeseung, Shin, Hyun Joo
Published in Scientific reports (19.12.2019)
Published in Scientific reports (19.12.2019)
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Journal Article
Diagnostic test accuracy of machine learning algorithms for the detection intracranial hemorrhage: a systematic review and meta-analysis study
Maghami, Masoud, Sattari, Shahab Aldin, Tahmasbi, Marziyeh, Panahi, Pegah, Mozafari, Javad, Shirbandi, Kiarash
Published in Biomedical engineering online (04.12.2023)
Published in Biomedical engineering online (04.12.2023)
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Journal Article
Heart Murmur Classification for Diagnostic Applications
FitzGerald, Ashley, Ning, Taikang
Published in 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2024)
Published in 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2024)
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Conference Proceeding
External Validation of a Previously Developed Deep Learning–based Prostate Lesion Detection Algorithm on Paired External and In-House Biparametric MRI Scans
Yilmaz, Enis C., Harmon, Stephanie A., Law, Yan Mee, Huang, Erich P., Belue, Mason J., Lin, Yue, Gelikman, David G., Ozyoruk, Kutsev B., Yang, Dong, Xu, Ziyue, Tetreault, Jesse, Xu, Daguang, Hazen, Lindsey A., Garcia, Charisse, Lay, Nathan S., Eclarinal, Philip, Toubaji, Antoun, Merino, Maria J., Wood, Bradford J., Gurram, Sandeep, Choyke, Peter L., Pinto, Peter A., Turkbey, Baris
Published in Radiology. Imaging cancer (01.11.2024)
Published in Radiology. Imaging cancer (01.11.2024)
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Journal Article
A New Deep Learning Algorithm for Detecting Spinal Metastases on Computed Tomography Images
Published in Spine (Philadelphia, Pa. 1976)
(15.03.2024)
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Journal Article
Fundus photograph-based deep learning algorithms in detecting diabetic retinopathy
Raman, Rajiv, Srinivasan, Sangeetha, Virmani, Sunny, Sivaprasad, Sobha, Rao, Chetan, Rajalakshmi, Ramachandran
Published in Eye (London) (01.01.2019)
Published in Eye (London) (01.01.2019)
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Journal Article
Deep learning algorithms for melanoma detection using dermoscopic images: A systematic review and meta-analysis
Ye, Zichen, Zhang, Daqian, Zhao, Yuankai, Chen, Mingyang, Wang, Huike, Seery, Samuel, Qu, Yimin, Xue, Peng, Jiang, Yu
Published in Artificial intelligence in medicine (01.09.2024)
Published in Artificial intelligence in medicine (01.09.2024)
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Journal Article