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Published in The American journal of cardiology (01.01.2016)
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An image-based deep learning framework for individualising radiotherapy dose: a retrospective analysis of outcome prediction
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Prediction uncertainty estimates elucidate the limitation of current NSCLC subtype classification in representing mutational heterogeneity
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Published in PloS one (31.07.2015)
Published in PloS one (31.07.2015)
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Patient-Specific Biomechanical Model for the Prediction of Lung Motion From 4-D CT Images
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Published in IEEE transactions on medical imaging (01.02.2015)
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Autonomous Detection and Classification of PI-RADS Lesions in an MRI Screening Population Incorporating Multicenter-Labeled Deep Learning and Biparametric Imaging: Proof of Concept
Winkel, David J., Wetterauer, Christian, Matthias, Marc Oliver, Lou, Bin, Shi, Bibo, Kamen, Ali, Comaniciu, Dorin, Seifert, Hans-Helge, Rentsch, Cyrill A., Boll, Daniel T.
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Published in Diagnostics (Basel) (14.11.2020)
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Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals
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Published in Medical image analysis (01.12.2014)
Published in Medical image analysis (01.12.2014)
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A deep learning approach for predicting severity of COVID-19 patients using a parsimonious set of laboratory markers
Singh, Vivek, Kamaleswaran, Rishikesan, Chalfin, Donald, Buño-Soto, Antonio, San Roman, Janika, Rojas-Kenney, Edith, Molinaro, Ross, von Sengbusch, Sabine, Hodjat, Parsa, Comaniciu, Dorin, Kamen, Ali
Published in iScience (17.12.2021)
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Automated deep-learning system in the assessment of MRI-visible prostate cancer: comparison of advanced zoomed diffusion-weighted imaging and conventional technique
Hu, Lei, Fu, Caixia, Song, Xinyang, Grimm, Robert, von Busch, Heinrich, Benkert, Thomas, Kamen, Ali, Lou, Bin, Huisman, Henkjan, Tong, Angela, Penzkofer, Tobias, Choi, Moon Hyung, Shabunin, Ivan, Winkel, David, Xing, Pengyi, Szolar, Dieter, Coakley, Fergus, Shea, Steven, Szurowska, Edyta, Guo, Jing-Yi, Li, Liang, Li, Yue-Hua, Zhao, Jun-Gong
Published in Cancer imaging (17.01.2023)
Published in Cancer imaging (17.01.2023)
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Concordance and generalization of an AI algorithm with real-world clinical data in the pre-omicron and omicron era
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Published in Heliyon (15.02.2024)
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Prostate gland volume estimation: anteroposterior diameters measured on axial versus sagittal ultrasonography and magnetic resonance images
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Published in Ultrasonography (Seoul, Korea) (01.01.2023)
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Near-Infrared Fluorescent Digital Pathology for the Automation of Disease Diagnosis and Biomarker Assessment
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Determination of time-varying pressure field from phase contrast MRI data
Itu, Lucian M, Sharma, Puneet, Gulsun, Mehmet A, Mihalef, Viorel, Kamen, Ali, Greiser, Andreas
Published in Journal of cardiovascular magnetic resonance (01.02.2012)
Published in Journal of cardiovascular magnetic resonance (01.02.2012)
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Multimodal image synthesis based on disentanglement representations of anatomical and modality specific features, learned using uncooperative relativistic GAN
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Published in Medical image analysis (01.08.2022)
Published in Medical image analysis (01.08.2022)
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Global error minimization in image mosaicing using graph connectivity and its applications in microscopy
Khurd, Parmeshwar, Grady, Leo, Oketokoun, Rafiou, Sundar, Hari, Gajera, Tejas, Gibbs-Strauss, Summer, Frangioni, John V., Kamen, Ali
Published in Journal of pathology informatics (2011)
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A Novel Deep Learning Based Computer-Aided Diagnosis System Improves the Accuracy and Efficiency of Radiologists in Reading Biparametric Magnetic Resonance Images of the Prostate: Results of a Multireader, Multicase Study
Winkel, David J, Tong, Angela, Lou, Bin, Kamen, Ali, Comaniciu, Dorin, Disselhorst, Jonathan A, Rodríguez-Ruiz, Alejandro, Huisman, Henkjan, Szolar, Dieter, Shabunin, Ivan, Choi, Moon Hyung, Xing, Pengyi, Penzkofer, Tobias, Grimm, Robert, von Busch, Heinrich, Boll, Daniel T
Published in Investigative radiology (01.10.2021)
Published in Investigative radiology (01.10.2021)
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Comparison of a Deep Learning-Accelerated vs. Conventional T2-Weighted Sequence in Biparametric MRI of the Prostate
Tong, Angela, Bagga, Barun, Petrocelli, Robert, Smereka, Paul, Vij, Abhinav, Qian, Kun, Grimm, Robert, Kamen, Ali, Keerthivasan, Mahesh B, Nickel, Marcel Dominik, von Busch, Heinrich, Chandarana, Hersh
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A Wide-Area, Low-Latency, and Power-Efficient 6-DoF Pose Tracking System for Rigid Objects
Kim, Young-Ho, Kapoor, Ankur, Mansi, Tommaso, Kamen, Ali
Published in IEEE sensors journal (01.03.2022)
Published in IEEE sensors journal (01.03.2022)
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Deterministic small‐scale undulations of image‐based risk predictions from the deep learning of lung tumors in motion
Teo, P. Troy, Bajaj, Amishi, Randall, James, Lou, Bin, Shah, Jainil, Gopalakrishnan, Mahesh, Kamen, Ali, Abazeed, Mohamed E.
Published in Medical physics (Lancaster) (01.11.2022)
Published in Medical physics (Lancaster) (01.11.2022)
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