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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
Deep Learning Algorithms for Breast Cancer Detection in a UK Screening Cohort: As Stand-alone Readers and Combined with Human Readers
Hickman, Sarah E., Payne, Nicholas R., Black, Richard T., Huang, Yuan, Priest, Andrew N., Hudson, Sue, Kasmai, Bahman, Juette, Arne, Nanaa, Muzna, Gilbert, Fiona J.
Published in Radiology (01.11.2024)
Published in Radiology (01.11.2024)
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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
Weakly-supervised deep learning for ultrasound diagnosis of breast cancer
Kim, Jaeil, Kim, Hye Jung, Kim, Chanho, Lee, Jin Hwa, Kim, Keum Won, Park, Young Mi, Kim, Hye Won, Ki, So Yeon, Kim, You Me, Kim, Won Hwa
Published in Scientific reports (21.12.2021)
Published in Scientific reports (21.12.2021)
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Journal Article
Denoising and artefact removal for transthoracic echocardiographic imaging in congenital heart disease: utility of diagnosis specific deep learning algorithms
Diller, Gerhard-Paul, Lammers, Astrid E., Babu-Narayan, Sonya, Li, Wei, Radke, Robert M., Baumgartner, Helmut, Gatzoulis, Michael A., Orwat, Stefan
Published in The International Journal of Cardiovascular Imaging (01.12.2019)
Published in The International Journal of Cardiovascular Imaging (01.12.2019)
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Journal Article
Enhancing a deep learning model for pulmonary nodule malignancy risk estimation in chest CT with uncertainty estimation
Peeters, Dré, Alves, Natália, Venkadesh, Kiran V., Dinnessen, Renate, Saghir, Zaigham, Scholten, Ernst T., Schaefer-Prokop, Cornelia, Vliegenthart, Rozemarijn, Prokop, Mathias, Jacobs, Colin
Published in European radiology (01.10.2024)
Published in European radiology (01.10.2024)
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Journal Article
Deep learning algorithm enables automated Cobb angle measurements with high accuracy
Hayashi, Daichi, Regnard, Nor-eddine, Ventre, Jeanne, Marty, Vincent, Clovis, Lauryane, Lim, Ludovic, Nitche, Nicolas, Zhang, Zekun, Tournier, Antoine, Ducarouge, Alexis, Kompel, Andrew J., Tannoury, Chadi, Guermazi, Ali
Published in Skeletal radiology (01.07.2025)
Published in Skeletal radiology (01.07.2025)
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Journal Article
Establish a normal fetal lung gestational age grading model and explore the potential value of deep learning algorithms in fetal lung maturity evaluation
Xia, Tai-Hui, Tan, Man, Li, Jing-Hua, Wang, Jing-Jing, Wu, Qing-Qing, Kong, De-Xing
Published in Chinese medical journal (01.07.2021)
Published in Chinese medical journal (01.07.2021)
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Journal Article
Accuracy of an Artificial Intelligence Deep Learning Algorithm Implementing a Recurrent Neural Network With Long Short-term Memory for the Automated Detection of Calcified Plaques From Coronary Computed Tomography Angiography
Published in Journal of thoracic imaging
(01.05.2020)
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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
Deep learning–based identification of spine growth potential on EOS radiographs
Xie, Lin-Zhen, Dou, Xin-Yu, Ge, Teng-Hui, Han, Xiao-Guang, Zhang, Qi, Wang, Qi-Long, Chen, Shuo, He, Da, Tian, Wei
Published in European radiology (01.05.2024)
Published in European radiology (01.05.2024)
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Journal Article
A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity
Goodman-Meza, David, Rudas, Akos, Chiang, Jeffrey N., Adamson, Paul C., Ebinger, Joseph, Sun, Nancy, Botting, Patrick, Fulcher, Jennifer A., Saab, Faysal G., Brook, Rachel, Eskin, Eleazar, An, Ulzee, Kordi, Misagh, Jew, Brandon, Balliu, Brunilda, Chen, Zeyuan, Hill, Brian L., Rahmani, Elior, Halperin, Eran, Manuel, Vladimir
Published in PloS one (22.09.2020)
Published in PloS one (22.09.2020)
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Journal Article
Detection of ankle fractures using deep learning algorithms
Ashkani-Esfahani, Soheil, Mojahed Yazdi, Reza, Bhimani, Rohan, Kerkhoffs, Gino M., Maas, Mario, DiGiovanni, Christopher W., Lubberts, Bart, Guss, Daniel
Published in Foot and ankle surgery (01.12.2022)
Published in Foot and ankle surgery (01.12.2022)
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Journal Article
A new lung cancer detection method based on the chest CT images using Federated Learning and blockchain systems
Heidari, Arash, Javaheri, Danial, Toumaj, Shiva, Navimipour, Nima Jafari, Rezaei, Mahsa, Unal, Mehmet
Published in Artificial intelligence in medicine (01.07.2023)
Published in Artificial intelligence in medicine (01.07.2023)
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Journal Article
Evaluation of deep learning for detecting intraosseous jaw lesions in cone beam computed tomography volumes
Huang, Yiing-Shiuan, Iakubovskii, Pavel, Lim, Li Zhen, Mol, André, Tyndall, Donald A.
Published in Oral surgery, oral medicine, oral pathology and oral radiology (01.07.2024)
Published in Oral surgery, oral medicine, oral pathology and oral radiology (01.07.2024)
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Journal Article
Leveraging a Vision Transformer Model to Improve Diagnostic Accuracy of Cardiac Amyloidosis With Cardiac Magnetic Resonance
Cockrum, Joshua, Nakashima, Makiya, Ammoury, Carl, Rizkallah, Diane, Mauch, Joseph, Lopez, David, Wolinksy, David, Hwang, Tae Hyun, Kapadia, Samir, Svensson, Lars G., Grimm, Richard, Hanna, Mazen, Tang, W.H. Wilson, Nguyen, Christopher, Chen, David, Kwon, Deborah
Published in JACC. Cardiovascular imaging (01.03.2025)
Published in JACC. Cardiovascular imaging (01.03.2025)
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Journal Article