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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
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 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–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
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
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
Deep learning-based segmentation of breast masses in dedicated breast CT imaging: Radiomic feature stability between radiologists and artificial intelligence
Caballo, Marco, Pangallo, Domenico R., Mann, Ritse M., Sechopoulos, Ioannis
Published in Computers in biology and medicine (01.03.2020)
Published in Computers in biology and medicine (01.03.2020)
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Journal Article
The diagnostic performance of deep-learning-based CT severity score to identify COVID-19 pneumonia
Kardos, Anna Sára, Simon, Judit, Nardocci, Chiara, Szabó, István Viktor, Nagy, Norbert, Abdelrahman, Renad Heyam, Zsarnóczay, Emese, Fejér, Bence, Futácsi, Balázs, Müller, Veronika, Merkely, Béla, Maurovich-Horvat, Pál
Published in British journal of radiology (01.01.2022)
Published in British journal of radiology (01.01.2022)
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Journal Article
Deep learning–assisted prostate cancer detection on bi-parametric MRI: minimum training data size requirements and effect of prior knowledge
Hosseinzadeh, Matin, Saha, Anindo, Brand, Patrick, Slootweg, Ivan Roan, de Rooij, Maarten, Huisman, Henkjan
Published in European radiology (01.04.2022)
Published in European radiology (01.04.2022)
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Journal Article
High sensitivity in spontaneous intracranial hemorrhage detection from emergency head CT scans using ensemble-learning approach
Takala, Juuso, Peura, Heikki, Pirinen, Riku, Väätäinen, Katri, Terjajev, Sergei, Lin, Ziyuan, Raj, Rahul, Korja, Miikka
Published in Scientific reports (15.08.2025)
Published in Scientific reports (15.08.2025)
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Journal Article
The risk of shortcutting in deep learning algorithms for medical imaging research
Hill, Brandon G., Koback, Frances L., Schilling, Peter L.
Published in Scientific reports (25.11.2024)
Published in Scientific reports (25.11.2024)
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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
Medical Augmentation (Med-Aug) for Optimal Data Augmentation in Medical Deep Learning Networks
Lo, Justin, Cardinell, Jillian, Costanzo, Alejo, Sussman, Dafna
Published in Sensors (Basel, Switzerland) (22.10.2021)
Published in Sensors (Basel, Switzerland) (22.10.2021)
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Journal Article