Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms
Schaffter, Thomas, Buist, Diana S M, Lee, Christoph I, Nikulin, Yaroslav, Ribli, Dezso, Guan, Yuanfang, Lotter, William, Jie, Zequn, Du, Hao, Wang, Sijia, Feng, Jiashi, Feng, Mengling, Kim, Hyo-Eun, Albiol, Francisco, Albiol, Alberto, Morrell, Stephen, Wojna, Zbigniew, Ahsen, Mehmet Eren, Asif, Umar, Jimeno Yepes, Antonio, Yohanandan, Shivanthan, Rabinovici-Cohen, Simona, Yi, Darvin, Hoff, Bruce, Yu, Thomas, Chaibub Neto, Elias, Rubin, Daniel L, Lindholm, Peter, Margolies, Laurie R, McBride, Russell Bailey, Rothstein, Joseph H, Sieh, Weiva, Ben-Ari, Rami, Harrer, Stefan, Trister, Andrew, Friend, Stephen, Norman, Thea, Sahiner, Berkman, Strand, Fredrik, Guinney, Justin, Stolovitzky, Gustavo, Mackey, Lester, Cahoon, Joyce, Shen, Li, Sohn, Jae Ho, Trivedi, Hari, Shen, Yiqiu, Buturovic, Ljubomir, Pereira, Jose Costa, Cardoso, Jaime S, Castro, Eduardo, Kalleberg, Karl Trygve, Pelka, Obioma, Nedjar, Imane, Geras, Krzysztof J, Nensa, Felix, Goan, Ethan, Koitka, Sven, Caballero, Luis, Cox, David D, Krishnaswamy, Pavitra, Pandey, Gaurav, Friedrich, Christoph M, Perrin, Dimitri, Fookes, Clinton, Shi, Bibo, Cardoso Negrie, Gerard, Kawczynski, Michael, Cho, Kyunghyun, Khoo, Can Son, Lo, Joseph Y, Sorensen, A Gregory, Jung, Hwejin
Published in JAMA network open (02.03.2020)
Published in JAMA network open (02.03.2020)
Get full text
Journal Article
Sociodemographic data and APOE-ε4 augmentation for MRI-based detection of amnestic mild cognitive impairment using deep learning systems
Pelka, Obioma, Friedrich, Christoph M, Nensa, Felix, Mönninghoff, Christoph, Bloch, Louise, Jöckel, Karl-Heinz, Schramm, Sara, Sanchez Hoffmann, Sarah, Winkler, Angela, Weimar, Christian, Jokisch, Martha
Published in PloS one (25.09.2020)
Published in PloS one (25.09.2020)
Get full text
Journal Article
SAROS: A dataset for whole-body region and organ segmentation in CT imaging
Koitka, Sven, Baldini, Giulia, Kroll, Lennard, van Landeghem, Natalie, Pollok, Olivia B., Haubold, Johannes, Pelka, Obioma, Kim, Moon, Kleesiek, Jens, Nensa, Felix, Hosch, René
Published in Scientific data (10.05.2024)
Published in Scientific data (10.05.2024)
Get full text
Journal Article
ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image Dataset
Rückert, Johannes, Bloch, Louise, Brüngel, Raphael, Idrissi-Yaghir, Ahmad, Schäfer, Henning, Schmidt, Cynthia S., Koitka, Sven, Pelka, Obioma, Abacha, Asma Ben, G. Seco de Herrera, Alba, Müller, Henning, Horn, Peter A., Nensa, Felix, Friedrich, Christoph M.
Published in Scientific data (26.06.2024)
Published in Scientific data (26.06.2024)
Get full text
Journal Article
Overview of the ImageCLEF 2021: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications
Ionescu, Bogdan, Müller, Henning, Péteri, Renaud, Abacha, Asma Ben, Sarrouti, Mourad, Demner-Fushman, Dina, Hasan, Sadid A., Kozlovski, Serge, Liauchuk, Vitali, Cid, Yashin Dicente, Kovalev, Vassili, Pelka, Obioma, de Herrera, Alba García Seco, Jacutprakart, Janadhip, Friedrich, Christoph M., Berari, Raul, Tauteanu, Andrei, Fichou, Dimitri, Brie, Paul, Dogariu, Mihai, Ştefan, Liviu Daniel, Constantin, Mihai Gabriel, Chamberlain, Jon, Campello, Antonio, Clark, Adrian, Oliver, Thomas A., Moustahfid, Hassan, Popescu, Adrian, Deshayes-Chossart, Jérôme
Published in Experimental IR Meets Multilinguality, Multimodality, and Interaction
Published in Experimental IR Meets Multilinguality, Multimodality, and Interaction
Get full text
Book Chapter
Radiology Objects in COntext (ROCO): A Multimodal Image Dataset
Pelka, Obioma, Koitka, Sven, Rückert, Johannes, Nensa, Felix, Friedrich, Christoph M.
Published in Intravascular Imaging and Computer Assisted Stenting and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis
Published in Intravascular Imaging and Computer Assisted Stenting and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis
Get full text
Book Chapter
Addressing the Contrast Media Recognition Challenge: A Fully Automated Machine Learning Approach for Predicting Contrast Phases in CT Imaging
Baldini, Giulia, Hosch, René, Schmidt, Cynthia S, Borys, Katarzyna, Kroll, Lennard, Koitka, Sven, Haubold, Patrizia, Pelka, Obioma, Nensa, Felix, Haubold, Johannes
Published in Investigative radiology (01.09.2024)
Published in Investigative radiology (01.09.2024)
Get more information
Journal Article
Sociodemographic data and APOE-[epsilon]4 augmentation for MRI-based detection of amnestic mild cognitive impairment using deep learning systems
Pelka, Obioma, Friedrich, Christoph M, Nensa, Felix, Mönninghoff, Christoph, Bloch, Louise, Jöckel, Karl-Heinz, Schramm, Sara, Sanchez Hoffmann, Sarah, Winkler, Angela, Weimar, Christian, Jokisch, Martha, Dimitriadis, Stavros I
Published in PloS one (25.09.2020)
Published in PloS one (25.09.2020)
Get full text
Journal Article
The 2021 ImageCLEF Benchmark: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications
Ionescu, Bogdan, Müller, Henning, Péteri, Renaud, Abacha, Asma Ben, Demner-Fushman, Dina, Hasan, Sadid A., Sarrouti, Mourad, Pelka, Obioma, Friedrich, Christoph M., de Herrera, Alba G. Seco, Jacutprakart, Janadhip, Kovalev, Vassili, Kozlovski, Serge, Liauchuk, Vitali, Cid, Yashin Dicente, Chamberlain, Jon, Clark, Adrian, Campello, Antonio, Moustahfid, Hassan, Oliver, Thomas, Schulz, Abigail, Brie, Paul, Berari, Raul, Fichou, Dimitri, Tauteanu, Andrei, Dogariu, Mihai, Stefan, Liviu Daniel, Constantin, Mihai Gabriel, Deshayes, Jérôme, Popescu, Adrian
Published in Advances in Information Retrieval (30.03.2021)
Published in Advances in Information Retrieval (30.03.2021)
Get full text
Book Chapter
ImageCLEF 2019: Multimedia Retrieval in Medicine, Lifelogging, Security and Nature
Ionescu, Bogdan, Müller, Henning, Péteri, Renaud, Cid, Yashin Dicente, Liauchuk, Vitali, Kovalev, Vassili, Klimuk, Dzmitri, Tarasau, Aleh, Abacha, Asma Ben, Hasan, Sadid A., Datla, Vivek, Liu, Joey, Demner-Fushman, Dina, Dang-Nguyen, Duc-Tien, Piras, Luca, Riegler, Michael, Tran, Minh-Triet, Lux, Mathias, Gurrin, Cathal, Pelka, Obioma, Friedrich, Christoph M., Garcìa Seco de Herrera, Alba, Garcia, Narciso, Kavallieratou, Ergina, del Blanco, Carlos Roberto, Cuevas, Carlos, Vasillopoulos, Nikos, Karampidis, Konstantinos, Chamberlain, Jon, Clark, Adrian, Campello, Antonio
Published in Experimental IR Meets Multilinguality, Multimodality, and Interaction
Published in Experimental IR Meets Multilinguality, Multimodality, and Interaction
Get full text
Book Chapter
Variations on Branding with Text Occurrence for Optimized Body Parts Classification
Pelka, Obioma, Nensa, Felix, Friedrich, Christoph M.
Published in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2019)
Published in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2019)
Get full text
Conference Proceeding
Journal Article
ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications
Ionescu, Bogdan, Müller, Henning, Péteri, Renaud, Dang-Nguyen, Duc-Tien, Zhou, Liting, Piras, Luca, Riegler, Michael, Halvorsen, Pål, Tran, Minh-Triet, Lux, Mathias, Gurrin, Cathal, Chamberlain, Jon, Clark, Adrian, Campello, Antonio, Seco de Herrera, Alba G., Ben Abacha, Asma, Datla, Vivek, Hasan, Sadid A., Liu, Joey, Demner-Fushman, Dina, Pelka, Obioma, Friedrich, Christoph M., Dicente Cid, Yashin, Kozlovski, Serge, Liauchuk, Vitali, Kovalev, Vassili, Berari, Raul, Brie, Paul, Fichou, Dimitri, Dogariu, Mihai, Stefan, Liviu Daniel, Constantin, Mihai Gabriel
Published in Advances in Information Retrieval (24.03.2020)
Published in Advances in Information Retrieval (24.03.2020)
Get full text
Book Chapter
ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications
Ionescu, Bogdan, Müller, Henning, Péteri, Renaud, Dang-Nguyen, Duc-Tien, Piras, Luca, Riegler, Michael, Tran, Minh-Triet, Lux, Mathias, Gurrin, Cathal, Cid, Yashin Dicente, Liauchuk, Vitali, Kovalev, Vassili, Ben Abacha, Asma, Hasan, Sadid A., Datla, Vivek, Liu, Joey, Demner-Fushman, Dina, Pelka, Obioma, Friedrich, Christoph M., Chamberlain, Jon, Clark, Adrian, de Herrera, Alba García Seco, Garcia, Narciso, Kavallieratou, Ergina, del Blanco, Carlos Roberto, Rodríguez, Carlos Cuevas, Vasillopoulos, Nikos, Karampidis, Konstantinos
Published in Advances in Information Retrieval
Published in Advances in Information Retrieval
Get full text
Book Chapter
SALT: Introducing a Framework for Hierarchical Segmentations in Medical Imaging using Softmax for Arbitrary Label Trees
Koitka, Sven, Baldini, Giulia, Schmidt, Cynthia S, Pollok, Olivia B, Pelka, Obioma, Kohnke, Judith, Borys, Katarzyna, Friedrich, Christoph M, Schaarschmidt, Benedikt M, Forsting, Michael, Umutlu, Lale, Haubold, Johannes, Nensa, Felix, Hosch, René
Year of Publication 11.07.2024
Year of Publication 11.07.2024
Get full text
Journal Article
ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image Dataset
Rückert, Johannes, Bloch, Louise, Brüngel, Raphael, Ahmad Idrissi-Yaghir, Schäfer, Henning, Schmidt, Cynthia S, Koitka, Sven, Pelka, Obioma, Asma Ben Abacha, Alba G Seco de Herrera, Müller, Henning, Horn, Peter A, Nensa, Felix, Friedrich, Christoph M
Published in arXiv.org (18.06.2024)
Published in arXiv.org (18.06.2024)
Get full text
Paper
Journal Article
SALT: Introducing a Framework for Hierarchical Segmentations in Medical Imaging using Softmax for Arbitrary Label Trees
Koitka, Sven, Baldini, Giulia, Schmidt, Cynthia S, Pollok, Olivia B, Pelka, Obioma, Kohnke, Judith, Borys, Katarzyna, Friedrich, Christoph M, Schaarschmidt, Benedikt M, sting, Michael, Umutlu, Lale, Haubold, Johannes, Nensa, Felix, Hosch, René
Published in arXiv.org (11.07.2024)
Get full text
Published in arXiv.org (11.07.2024)
Paper
ROCOv2: Radiology Objects in COntext Version 2, An Updated Multimodal Image Dataset
Johannes Rückert, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Cynthia S. Schmidt, Sven Koitka, Obioma Pelka, Asma Ben Abacha, Alba Garcia Seco de Herrera, Henning Müller, Peter A. Horn, Felix Nensa, Christoph M. Friedrich
Year of Publication 10.11.2023
Year of Publication 10.11.2023
Get full text
Data Set