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The feasibility of K i parametric imaging in clinical dynamic 18 F-FDG total-body PET using a simulated-data-driven machine learning algorithm
Gu, Wenjian, Liu, Weiping, Yang, Wentong, Wang, Yihan, Liu, Ze, Zhu, Zhanshi, Li, Yanxiao, Xu, Tianyi, Shi, Hongcheng, Wang, Kuanquan, Luo, Gongning, Chen, Xiaojun, Zhou, Yun
Published in Medical physics (Lancaster) (01.10.2025)
Published in Medical physics (Lancaster) (01.10.2025)
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Journal Article
Diagnosis and Detection of Alzheimer's Disease Using Learning Algorithm
Shukla, Gargi Pant, Kumar, Santosh, Pandey, Saroj Kumar, Agarwal, Rohit, Varshney, Neeraj, Kumar, Ankit
Published in Big Data Mining and Analytics (01.12.2023)
Published in Big Data Mining and Analytics (01.12.2023)
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Journal Article
COVID-19 Detection Systems Based on Speech and Image Data Using Deep Learning Algorithms
Akhtar, Farooq, Mahum, Rabbia, Ragab, Adham E., Butt, Faisal Shafique, El-Meligy, Mohammed A., Hassan, Haseeb
Published in International journal of computational intelligence systems (10.09.2024)
Published in International journal of computational intelligence systems (10.09.2024)
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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
Lung nodule malignancy classification using only radiologist-quantified image features as inputs to statistical learning algorithms: probing the Lung Image Database Consortium dataset with two statistical learning methods
Hancock, Matthew C, Magnan, Jerry F
Published in Journal of medical imaging (Bellingham, Wash.) (01.10.2016)
Published in Journal of medical imaging (Bellingham, Wash.) (01.10.2016)
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Journal Article
Development of a Machine-Learning Algorithm to Identify Cauda Equina Compression on Magnetic Resonance Imaging Scans
Biswas, Sayan, Sarkar, Ved, MacArthur, Joshua Ian, Guo, Li, Deng, Xutao, Snowdon, Ella, Ahmed, Hamza, Tetlow, Callum, George, K. Joshi
Published in World neurosurgery (01.03.2025)
Published in World neurosurgery (01.03.2025)
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Journal Article
Validation of expert system enhanced deep learning algorithm for automated screening for COVID-Pneumonia on chest X-rays
Gidde, Prashant Sadashiv, Prasad, Shyam Sunder, Singh, Ajay Pratap, Bhatheja, Nitin, Prakash, Satyartha, Singh, Prateek, Saboo, Aakash, Takhar, Rohit, Gupta, Salil, Saurav, Sumeet, M. V., Raghunandanan, Singh, Amritpal, Sardana, Viren, Mahajan, Harsh, Kalyanpur, Arjun, Mandal, Atanendu Shekhar, Mahajan, Vidur, Agrawal, Anurag, Agrawal, Anjali, Venugopal, Vasantha Kumar, Singh, Sanjay, Dash, Debasis
Published in Scientific reports (01.12.2021)
Published in Scientific reports (01.12.2021)
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Journal Article
FasterRib: A deep learning algorithm to automate identification and characterization of rib fractures on chest computed tomography scans
Edamadaka, Sathya, Brown, David W, Swaroop, Roshan, Kolodner, Matthew, Spain, David A, Forrester, Joseph D, Choi, Jeff
Published in The journal of trauma and acute care surgery (01.08.2023)
Published in The journal of trauma and acute care surgery (01.08.2023)
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Journal Article
Selecting the best machine learning algorithm to support the diagnosis of Non-Alcoholic Fatty Liver Disease: A meta learner study
Sorino, Paolo, Caruso, Maria Gabriella, Misciagna, Giovanni, Bonfiglio, Caterina, Campanella, Angelo, Mirizzi, Antonella, Franco, Isabella, Bianco, Antonella, Buongiorno, Claudia, Liuzzi, Rosalba, Cisternino, Anna Maria, Notarnicola, Maria, Chiloiro, Marisa, Pascoschi, Giovanni, Osella, Alberto Rubén
Published in PloS one (20.10.2020)
Published in PloS one (20.10.2020)
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Journal Article
Development of a deep-learning algorithm for etiological classification of subarachnoid hemorrhage using non-contrast CT scans
Chen, Lingxu, Wang, Xiaochen, Li, Yuanjun, Bao, Yang, Wang, Sihui, Zhao, Xuening, Yuan, Mengyuan, Kang, Jianghe, Sun, Shengjun
Published in European radiology (01.11.2025)
Published in European radiology (01.11.2025)
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Journal Article
COVID-19 pneumonia level detection using deep learning algorithm and transfer learning
Ali, Abbas M., Ghafoor, Kayhan, Mulahuwaish, Aos, Maghdid, Halgurd
Published in Evolutionary intelligence (01.04.2024)
Published in Evolutionary intelligence (01.04.2024)
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Journal Article
A Machine Learning Algorithm to Estimate Sarcopenia on Abdominal CT
Burns, Joseph E, Yao, Jianhua, Chalhoub, Didier, Chen, Joseph J, Summers, Ronald M
Published in Academic radiology (01.03.2020)
Published in Academic radiology (01.03.2020)
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Journal Article
Transfer learning–based ensemble support vector machine model for automated COVID-19 detection using lung computerized tomography scan data
Singh, Mukul, Bansal, Shrey, Ahuja, Sakshi, Dubey, Rahul Kumar, Panigrahi, Bijaya Ketan, Dey, Nilanjan
Published in Medical & biological engineering & computing (01.04.2021)
Published in Medical & biological engineering & computing (01.04.2021)
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Journal Article
3D Hyperspectral Data Analysis with Spatially Aware Deep Learning for Diagnostic Applications
Luo, Ruihao, Guo, Shuxia, Hniopek, Julian, Bocklitz, Thomas
Published in Analytical chemistry (Washington) (15.04.2025)
Published in Analytical chemistry (Washington) (15.04.2025)
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