Automated detection of critical findings in multi-parametric brain MRI using a system of 3D neural networks
Nael, Kambiz, Gibson, Eli, Yang, Chen, Ceccaldi, Pascal, Yoo, Youngjin, Das, Jyotipriya, Doshi, Amish, Georgescu, Bogdan, Janardhanan, Nirmal, Odry, Benjamin, Nadar, Mariappan, Bush, Michael, Re, Thomas J., Huwer, Stefan, Josan, Sonal, von Busch, Heinrich, Meyer, Heiko, Mendelson, David, Drayer, Burton P., Comaniciu, Dorin, Fayad, Zahi A.
Published in Scientific reports (25.03.2021)
Published in Scientific reports (25.03.2021)
Get full text
Journal Article
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
Published in Journal of magnetic resonance imaging (01.10.2023)
Published in Journal of magnetic resonance imaging (01.10.2023)
Get full text
Journal Article
Prediction of upgrade to clinically significant prostate cancer in patients under active surveillance: Performance of a fully automated AI‐algorithm for lesion detection and classification
Oerther, Benedict, Engel, Hannes, Nedelcu, Andrea, Schlett, Christopher L., Grimm, Robert, Busch, Heinrich, Sigle, August, Gratzke, Christian, Bamberg, Fabian, Benndorf, Matthias
Published in The Prostate (01.06.2023)
Published in The Prostate (01.06.2023)
Get full text
Journal Article
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)
Get full text
Journal Article
Prostate gland volume estimation: anteroposterior diameters measured on axial versus sagittal ultrasonography and magnetic resonance images
Youn, Seo Yeon, Choi, Moon Hyung, Lee, Young Joon, Grimm, Robert, von Busch, Heinrich, Han, Dongyeob, Son, Yohan, Lou, Bin, Kamen, Ali
Published in Ultrasonography (Seoul, Korea) (01.01.2023)
Published in Ultrasonography (Seoul, Korea) (01.01.2023)
Get full text
Journal Article
Deep Learning-based Unsupervised Domain Adaptation via a Unified Model for Prostate Lesion Detection Using Multisite Bi-parametric MRI Datasets
Li, Hao, Liu, Han, Heinrich von Busch, Grimm, Robert, Huisman, Henkjan, Tong, Angela, Winkel, David, Penzkofer, Tobias, Shabunin, Ivan, Moon Hyung Choi, Yang, Qingsong, Szolar, Dieter, Shea, Steven, Coakley, Fergus, Harisinghani, Mukesh, Oguz, Ipek, Comaniciu, Dorin, Kamen, Ali, Lou, Bin
Published in arXiv.org (08.08.2024)
Published in arXiv.org (08.08.2024)
Get full text
Paper
Journal Article
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)
Get more information
Journal Article
Deep Learning-Based Approach for Identifying and Measuring Focal Liver Lesions on Contrast-Enhanced MRI
Dai, Haoran, Xiao, Yuyao, Fu, Caixia, Grimm, Robert, von Busch, Heinrich, Stieltjes, Bram, Choi, Moon Hyung, Xu, Zhoubing, Chabin, Guillaume, Yang, Chun, Zeng, Mengsu
Published in Journal of magnetic resonance imaging (03.06.2024)
Published in Journal of magnetic resonance imaging (03.06.2024)
Get full text
Journal Article
Detection and PI-RADS classification of focal lesions in prostate MRI: Performance comparison between a deep learning-based algorithm (DLA) and radiologists with various levels of experience
Youn, Seo Yeon, Choi, Moon Hyung, Kim, Dong Hwan, Lee, Young Joon, Huisman, Henkjan, Johnson, Evan, Penzkofer, Tobias, Shabunin, Ivan, Winkel, David Jean, Xing, Pengyi, Szolar, Dieter, Grimm, Robert, von Busch, Heinrich, Son, Yohan, Lou, Bin, Kamen, Ali
Published in European journal of radiology (01.09.2021)
Published in European journal of radiology (01.09.2021)
Get full text
Journal Article
Deep Learning Diagnosis and Classification of Rotator Cuff Tears on Shoulder MRI
Lin, Dana J, Schwier, Michael, Geiger, Bernhard, Raithel, Esther, von Busch, Heinrich, Fritz, Jan, Kline, Mitchell, Brooks, Michael, Dunham, Kevin, Shukla, Mehool, Alaia, Erin F, Samim, Mohammad, Joshi, Vivek, Walter, William R, Ellermann, Jutta M, Ilaslan, Hakan, Rubin, David, Winalski, Carl S, Recht, Michael P
Published in Investigative radiology (01.06.2023)
Published in Investigative radiology (01.06.2023)
Get more information
Journal Article
A concurrent, deep learning–based computer-aided detection system for prostate multiparametric MRI: a performance study involving experienced and less-experienced radiologists
Labus, Sandra, Altmann, Martin M., Huisman, Henkjan, Tong, Angela, Penzkofer, Tobias, Choi, Moon Hyung, Shabunin, Ivan, Winkel, David J., Xing, Pengyi, Szolar, Dieter H., Shea, Steven M., Grimm, Robert, von Busch, Heinrich, Kamen, Ali, Herold, Thomas, Baumann, Clemens
Published in European radiology (01.01.2023)
Published in European radiology (01.01.2023)
Get full text
Journal Article
False Positive Reduction Using Multiscale Contextual Features for Prostate Cancer Detection in Multi-Parametric MRI Scans
Yu, Xin, Lou, Bin, Shi, Bibo, Winkel, David, Arrahmane, Nacim, Diallo, Mamadou, Meng, Tongbai, von Busch, Heinrich, Grimm, Robert, Kiefer, Berthold, Comaniciu, Dorin, Kamen, Ali, Huisman, Henkjan, Rosenkrantz, Andrew, Penzkofer, Tobias, Shabunin, Ivan, Choi, Moon Hyung, Yang, Qingsong, Szolar, Dieter
Published in 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) (01.04.2020)
Published in 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) (01.04.2020)
Get full text
Conference Proceeding
Deep Learning-based Unsupervised Domain Adaptation via a Unified Model for Prostate Lesion Detection Using Multisite Biparametric MRI Datasets
Li, Hao, Liu, Han, von Busch, Heinrich, Grimm, Robert, Huisman, Henkjan, Tong, Angela, Winkel, David, Penzkofer, Tobias, Shabunin, Ivan, Choi, Moon Hyung, Yang, Qingsong, Szolar, Dieter, Shea, Steven, Coakley, Fergus, Harisinghani, Mukesh, Oguz, Ipek, Comaniciu, Dorin, Kamen, Ali, Lou, Bin
Published in Radiology. Artificial intelligence (01.09.2024)
Published in Radiology. Artificial intelligence (01.09.2024)
Get full text
Journal Article
A Validation Study of the Deep-Learning-Based Prostate Imaging Reporting and Data System Scoring Algorithm
Irie, Ryusuke, Amano, Maki, Sugeno, Kazusa, Okada, Shingo, Kamen, Ali, Lou, Bin, Busch, Heinrich von, Grimm, Robert, Comaniciu, Dorin, Akashi, Toshiaki, Kuwatsuru, Ryohei, Horie, Shigeo, Kumamaru, Kanako K., Aoki, Shigeki
Published in Open journal of radiology (2022)
Published in Open journal of radiology (2022)
Get full text
Journal Article
OPTIMIZATION OF A DEEP LEARNING MODEL FOR PERFORMING A MEDICAL IMAGING ANALYSIS TASK
Meng, Tongbai, Kamen, Ali, Lou, Bin, Grimm, Robert, Diallo, Mamadou, von Busch, Heinrich, Kiefer, Berthold, Shi, Bibo
Year of Publication 24.08.2023
Get full text
Year of Publication 24.08.2023
Patent