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Deep Learning–Based ASPECTS Algorithm Enhances Reader Performance and Reduces Interpretation Time

by 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)

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Journal Article

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AI-Driven Diagnostic Assistance in Medical Inquiry: Reinforcement Learning Algorithm Development and Validation

by Zou, Xuan, He, Weijie, Huang, Yu, Ouyang, Yi, Zhang, Zhen, Wu, Yu, Wu, Yongsheng, Feng, Lili, Wu, Sheng, Yang, Mengqi, Chen, Xuyan, Zheng, Yefeng, Jiang, Rui, Chen, Ting
Published in Journal of medical Internet research (23.08.2024)

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Diagnostic performance of radiomics using machine learning algorithms to predict MGMT promoter methylation status in glioma patients: a meta-analysis

by Huang, Huan, Wang, Fei-fei, Luo, Shigang, Chen, Guangxiang, Tang, Guangcai
Published in Diagnostic and Interventional Radiology (01.11.2021)

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Deep CNN with LM learning based myocardial ischemia detection in cardiac magnetic resonance images

by Muthulakshmi, M., Kavitha, G.
Published in Conference proceedings (IEEE Engineering in Medicine and Biology Society. Conf.) (01.07.2019)

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Conference Proceeding Journal Article

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Using machine learning and deep learning algorithms for downtime minimization in manufacturing systems: an early failure detection diagnostic service

by Shahin, Mohammad, Chen, F. Frank, Hosseinzadeh, Ali, Zand, Neda
Published in International journal of advanced manufacturing technology (01.10.2023)

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Journal Article

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Deep learning algorithm to evaluate cervical spondylotic myelopathy using lateral cervical spine radiograph

by Lee, Gun Woo, Shin, Hyunkwang, Chang, Min Cheol
Published in BMC neurology (20.04.2022)

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Journal Article

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New machine learning method for image-based diagnosis of COVID-19

by Elaziz, Mohamed Abd, Hosny, Khalid M., Salah, Ahmad, Darwish, Mohamed M., Lu, Songfeng, Sahlol, Ahmed T.
Published in PloS one (26.06.2020)

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Evaluation of a deep learning-based computer-aided detection algorithm on chest radiographs: Case–control study

by Choi, Soo Yun, Park, Sunggyun, Kim, Minchul, Park, Jongchan, Choi, Ye Ra, Jin, Kwang Nam
Published in Medicine (Baltimore) (23.04.2021)

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Development and Validation of a Deep Learning–based Automatic Detection Algorithm for Active Pulmonary Tuberculosis on Chest Radiographs

by 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, Park, Chang Min
Published in Clinical infectious diseases (16.08.2019)

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Journal Article

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Liver Extraction Using Residual Convolution Neural Networks From Low-Dose CT Images

by Cheema, Muhammad Nadeem, Nazir, Anam, Sheng, Bin, Li, Ping, Qin, Jing, Feng, David Dagan
Published in IEEE transactions on biomedical engineering (01.09.2019)

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Computer-aided segmentation on MRI for prostate radiotherapy, part II: Comparing human and computer observer populations and the influence of annotator variability on algorithm variability

by Sanders, Jeremiah W., Mok, Henry, Hanania, Alexander N., Venkatesan, Aradhana M., Tang, Chad, Bruno, Teresa L., Thames, Howard D., Kudchadker, Rajat J., Frank, Steven J.
Published in Radiotherapy and oncology (01.04.2022)

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Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization

by Nishio, Mizuho, Nishizawa, Mitsuo, Sugiyama, Osamu, Kojima, Ryosuke, Yakami, Masahiro, Kuroda, Tomohiro, Togashi, Kaori
Published in PloS one (19.04.2018)

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Controlling an organic synthesis robot with machine learning to search for new reactivity

by Granda, Jarosław M., Donina, Liva, Dragone, Vincenza, Long, De-Liang, Cronin, Leroy
Published in Nature (London) (01.07.2018)

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Deep learning in histopathology: the path to the clinic

by van der Laak, Jeroen, Litjens, Geert, Ciompi, Francesco
Published in Nature medicine (01.05.2021)

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Brain Tumor Classification Using Fine-Tuned GoogLeNet Features and Machine Learning Algorithms: IoMT Enabled CAD System

by Sekhar, Ardhendu, Biswas, Soumen, Hazra, Ranjay, Sunaniya, Arun Kumar, Mukherjee, Amrit, Yang, Lixia
Published in IEEE journal of biomedical and health informatics (01.03.2022)

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Automated machine learning for prostate cancer detection and Gleason score prediction using T2WI: a diagnostic multi-center study

by Jin, Liang, Ma, Zhuangxuan, Gao, Feng, Li, Ming, Li, Haiqing, Geng, Daoying
Published in BMC cancer (01.10.2025)

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Evaluation of machine learning methods with Fourier Transform features for classifying ovarian tumors based on ultrasound images

by Martínez-Más, José, Bueno-Crespo, Andrés, Khazendar, Shan, Remezal-Solano, Manuel, Martínez-Cendán, Juan-Pedro, Jassim, Sabah, Du, Hongbo, Al Assam, Hisham, Bourne, Tom, Timmerman, Dirk
Published in PloS one (26.07.2019)

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Journal Article

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Deep learning algorithm detection of Barrett’s neoplasia with high accuracy during live endoscopic procedures: a pilot study (with video)

by de Groof, Albert J., Struyvenberg, Maarten R., Fockens, Kiki N., van der Putten, Joost, van der Sommen, Fons, Boers, Tim G., Zinger, Sveta, Bisschops, Raf, de With, Peter H., Pouw, Roos E., Curvers, Wouter L., Schoon, Erik J., Bergman, Jacques J.G. H.M.
Published in Gastrointestinal endoscopy (01.06.2020)

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Neural network classifier optimization using Differential Evolution with Global Information and Back Propagation algorithm for clinical datasets

by Leema, N., Nehemiah, H. Khanna, Kannan, A.
Published in Applied soft computing (01.12.2016)

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Journal Article

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Ultrasonographic morphological characteristics determined using a deep learning-based computer-aided diagnostic system of breast cancer

by Kim, Young Seon, Lee, Seung Eun, Chang, Jung Min, Kim, Soo-Yeon, Bae, Young Kyung
Published in Medicine (Baltimore) (21.01.2022)

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