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A machine learning algorithm supports ultrasound-naïve novices in the acquisition of diagnostic echocardiography loops and provides accurate estimation of LVEF
Schneider, Matthias, Bartko, Philipp, Geller, Welf, Dannenberg, Varius, König, Andreas, Binder, Christina, Goliasch, Georg, Hengstenberg, Christian, Binder, Thomas
Published in International journal of cardiac imaging (01.02.2021)
Published in International journal of cardiac imaging (01.02.2021)
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Journal Article
Liver contrast-enhanced sonography: computer-assisted differentiation between focal nodular hyperplasia and inflammatory hepatocellular adenoma by reference to microbubble transport patterns
Denis de Senneville, Baudouin, Frulio, Nora, Laumonier, Hervé, Salut, Cécile, Lafitte, Luc, Trillaud, Hervé
Published in European radiology (01.05.2020)
Published in European radiology (01.05.2020)
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Journal Article
Lung Infection Segmentation for COVID-19 Pneumonia Based on a Cascade Convolutional Network from CT Images
Ranjbarzadeh, Ramin, Jafarzadeh Ghoushchi, Saeid, Bendechache, Malika, Amirabadi, Amir, Ab Rahman, Mohd Nizam, Baseri Saadi, Soroush, Aghamohammadi, Amirhossein, Kooshki Forooshani, Mersedeh
Published in BioMed research international (2021)
Published in BioMed research international (2021)
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Journal Article
Simulating scanner-and algorithm-specific 3D CT noise texture using physics-informed 2D and 2.5D generative neural network models
Gong, Hao, Huber, Thomas M, Winfree, Timothy, Hsieh, Scott S, Yu, Lifeng, Leng, Shuai, McCollough, Cynthia H
Published in Medical Imaging 2025: Physics of Medical Imaging (01.02.2025)
Published in Medical Imaging 2025: Physics of Medical Imaging (01.02.2025)
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Journal Article
Conference Proceeding
Deep Learning for Segmentation Using an Open Large-Scale Dataset in 2D Echocardiography
Leclerc, Sarah, Smistad, Erik, Pedrosa, Joao, Ostvik, Andreas, Cervenansky, Frederic, Espinosa, Florian, Espeland, Torvald, Berg, Erik Andreas Rye, Jodoin, Pierre-Marc, Grenier, Thomas, Lartizien, Carole, Dhooge, Jan, Lovstakken, Lasse, Bernard, Olivier
Published in IEEE transactions on medical imaging (01.09.2019)
Published in IEEE transactions on medical imaging (01.09.2019)
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Journal Article
A Physics-Informed Deep Neural Network for Harmonization of CT Images
Zarei, Mojtaba, Sotoudeh-Paima, Saman, McCabe, Cindy, Abadi, Ehsan, Samei, Ehsan
Published in IEEE transactions on biomedical engineering (01.12.2024)
Published in IEEE transactions on biomedical engineering (01.12.2024)
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Journal Article
A divide and conquer approach to maximise deep learning mammography classification accuracies
Jaamour, Adam, Myles, Craig, Patel, Ashay, Chen, Shuen-Jen, McMillan, Lewis, Harris-Birtill, David
Published in PloS one (26.05.2023)
Published in PloS one (26.05.2023)
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Journal Article
Dermoscopy, with and without visual inspection, for diagnosing melanoma in adults
Published in Cochrane library
(04.12.2018)
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Journal Article
Dual-Modal Illumination System for Defect Detection of Aircraft Glass Canopies
Li, Zijian, Yao, Yong, Wen, Runyuan, Liu, Qiyang
Published in Sensors (Basel, Switzerland) (01.10.2024)
Published in Sensors (Basel, Switzerland) (01.10.2024)
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Journal Article
Potential of Adaptive Radiotherapy to Escalate the Radiation Dose in Combined Radiochemotherapy for Locally Advanced Non–Small Cell Lung Cancer
Guckenberger, Matthias, Wilbert, Juergen, Richter, Anne, Baier, Kurt, Flentje, Michael
Published in International journal of radiation oncology, biology, physics (01.03.2011)
Published in International journal of radiation oncology, biology, physics (01.03.2011)
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Journal Article
Revisiting medical image retrieval via knowledge consolidation
Nan, Yang, Zhou, Huichi, Xing, Xiaodan, Papanastasiou, Giorgos, Zhu, Lei, Gao, Zhifan, Frangi, Alejandro F., Yang, Guang
Published in Medical image analysis (01.05.2025)
Published in Medical image analysis (01.05.2025)
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Journal Article
An Artificial Intelligence–Based Chest X-ray Model on Human Nodule Detection Accuracy From a Multicenter Study
Homayounieh, Fatemeh, Digumarthy, Subba, Ebrahimian, Shadi, Rueckel, Johannes, Hoppe, Boj Friedrich, Sabel, Bastian Oliver, Conjeti, Sailesh, Ridder, Karsten, Sistermanns, Markus, Wang, Lei, Preuhs, Alexander, Ghesu, Florin, Mansoor, Awais, Moghbel, Mateen, Botwin, Ariel, Singh, Ramandeep, Cartmell, Samuel, Patti, John, Huemmer, Christian, Fieselmann, Andreas, Joerger, Clemens, Mirshahzadeh, Negar, Muse, Victorine, Kalra, Mannudeep
Published in JAMA Network Open (29.12.2021)
Published in JAMA Network Open (29.12.2021)
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Journal Article
3D/2D model-to-image registration by imitation learning for cardiac procedures
Toth, Daniel, Miao, Shun, Kurzendorfer, Tanja, Rinaldi, Christopher A., Liao, Rui, Mansi, Tommaso, Rhode, Kawal, Mountney, Peter
Published in International journal for computer assisted radiology and surgery (01.08.2018)
Published in International journal for computer assisted radiology and surgery (01.08.2018)
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Journal Article
Learning to detect anatomical landmarks of the pelvis in X-rays from arbitrary views
Bier, Bastian, Goldmann, Florian, Zaech, Jan-Nico, Fotouhi, Javad, Hegeman, Rachel, Grupp, Robert, Armand, Mehran, Osgood, Greg, Navab, Nassir, Maier, Andreas, Unberath, Mathias
Published in International journal for computer assisted radiology and surgery (01.09.2019)
Published in International journal for computer assisted radiology and surgery (01.09.2019)
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Journal Article
A hybrid biomechanical intensity based deformable image registration of lung 4DCT
Samavati, Navid, Velec, Michael, Brock, Kristy
Published in Physics in medicine & biology (21.04.2015)
Published in Physics in medicine & biology (21.04.2015)
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Journal Article
Evaluation of adaptive treatment planning for patients with non-small cell lung cancer
Zhong, Hualiang, Siddiqui, Salim M, Movsas, Benjamin, Chetty, Indrin J
Published in Physics in medicine & biology (07.06.2017)
Published in Physics in medicine & biology (07.06.2017)
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Journal Article