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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
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
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
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
Automatic segmentation of dura for quantitative analysis of lumbar stenosis: A deep learning study with 518 CT myelograms
Fan, Guoxin, Li, Yufeng, Wang, Dongdong, Zhang, Jianjin, Du, Xiaokang, Liu, Huaqing, Liao, Xiang
Published in Journal of applied clinical medical physics (01.07.2024)
Published in Journal of applied clinical medical physics (01.07.2024)
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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
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
DLLabelsCT: Annotation tool using deep transfer learning to assist in creating new datasets from abdominal computed tomography scans, case study: Pancreas
Mustonen, Henrik, Isosalo, Antti, Nortunen, Minna, Nevalainen, Mika, Nieminen, Miika T., Huhta, Heikki
Published in PloS one (03.12.2024)
Published in PloS one (03.12.2024)
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Journal Article
Deep learning reconstruction for improving image quality of pediatric abdomen MRI using a 3D T1 fast spoiled gradient echo acquisition
Zucker, Evan J., Milshteyn, Eugene, Machado-Rivas, Fedel A., Tsai, Leo L., Roberts, Nathan T., Guidon, Arnaud, Gee, Michael S., Victoria, Teresa
Published in Pediatric radiology (01.09.2025)
Published in Pediatric radiology (01.09.2025)
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Journal Article
Clinical target volume (CTV) automatic delineation using deep learning network for cervical cancer radiotherapy: A study with external validation
Wu, Zhe, Wang, Dong, Xu, Cheng, Peng, Shengxian, Deng, Lihua, Liu, Mujun, Wu, Yi
Published in Journal of applied clinical medical physics (01.01.2025)
Published in Journal of applied clinical medical physics (01.01.2025)
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Journal Article
An Efficient Segmentation and Classification System in Medical Images Using Intuitionist Possibilistic Fuzzy C-Mean Clustering and Fuzzy SVM Algorithm
Chowdhary, Chiranji Lal, Mittal, Mohit, P., Kumaresan, Pattanaik, P. A., Marszalek, Zbigniew
Published in Sensors (Basel, Switzerland) (13.07.2020)
Published in Sensors (Basel, Switzerland) (13.07.2020)
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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