Multiple Device Segmentation for Fluoroscopic Imaging Using Multi-task Learning
Breininger, Katharina, Würfl, Tobias, Kurzendorfer, Tanja, Albarqouni, Shadi, Pfister, Marcus, Kowarschik, Markus, Navab, Nassir, Maier, Andreas
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
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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
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Book Chapter
Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos
Vardazaryan, Armine, Mutter, Didier, Marescaux, Jacques, Padoy, Nicolas
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
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Book Chapter
Vascular Segmentation in TOF MRA Images of the Brain Using a Deep Convolutional Neural Network
Phellan, Renzo, Peixinho, Alan, Falcão, Alexandre, Forkert, Nils D.
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
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Book Chapter
Fully Automatic Segmentation of Coronary Arteries Based on Deep Neural Network in Intravascular Ultrasound Images
Kim, Sekeun, Jang, Yeonggul, Jeon, Byunghwan, Hong, Youngtaek, Shim, Hackjoon, Chang, Hyukjae
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
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Book Chapter
Training Deep Convolutional Neural Networks with Active Learning for Exudate Classification in Eye Fundus Images
Otálora, Sebastian, Perdomo, Oscar, González, Fabio, Müller, Henning
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
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Book Chapter
Real Data Augmentation for Medical Image Classification
Zhang, Chuanhai, Tavanapong, Wallapak, Wong, Johnny, de Groen, Piet C., Oh, JungHwan
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
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Book Chapter
Crowdsourcing Annotation of Surgical Instruments in Videos of Cataract Surgery
Kim, Tae Soo, Malpani, Anand, Reiter, Austin, Hager, Gregory D., Sikder, Shameema, Swaroop Vedula, S.
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
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Book Chapter
Segmentation of the Aorta Using Active Contours with Histogram-Based Descriptors
Alemán-Flores, Miguel, Santana-Cedrés, Daniel, Alvarez, Luis, Trujillo, Agustín, Gómez, Luis, Tahoces, Pablo G., Carreira, José 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
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Book Chapter
Crowdsourcing Labels for Pathological Patterns in CT Lung Scans: Can Non-experts Contribute Expert-Quality Ground Truth?
O’Neil, Alison Q., Murchison, John T., van Beek, Edwin J. R., Goatman, Keith A.
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
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Book Chapter
Prediction of FFR from IVUS Images Using Machine Learning
Kim, Geena, Lee, June-Goo, Kang, Soo-Jin, Ngyuen, Paul, Kang, Do-Yoon, Lee, Pil Hyung, Ahn, Jung-Min, Park, Duk-Woo, Lee, Seung-Whan, Kim, Young-Hak, Lee, Cheol Whan, Park, Seong-Wook, Park, Seung-Jung
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
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Book Chapter
Deep Learning Retinal Vessel Segmentation from a Single Annotated Example: An Application of Cyclic Generative Adversarial Neural Networks
Sadda, Praneeth, Onofrey, John A., Papademetris, Xenophon
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
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Book Chapter
An Efficient and Comprehensive Labeling Tool for Large-Scale Annotation of Fundus Images
Son, Jaemin, Kim, Sangkeun, Park, Sang Jun, Jung, Kyu-Hwan
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
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Book Chapter
Towards an Efficient Way of Building Annotated Medical Image Collections for Big Data Studies
Gur, Yaniv, Moradi, Mehdi, Bulu, Hakan, Guo, Yufan, Compas, Colin, Syeda-Mahmood, Tanveer
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
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Book Chapter
DCNN-Based Automatic Segmentation and Quantification of Aortic Thrombus Volume: Influence of the Training Approach
López-Linares, Karen, Kabongo, Luis, Lete, Nerea, Maclair, Gregory, Ceresa, Mario, García-Familiar, Ainhoa, Macía, Iván, González Ballester, Miguel Ángel
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
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Book Chapter