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of 290
pro vyhledávání: '"Collins, Toby"'
Autor:
Collins, Toby, Maktabi, Marianne, Barberio, Manuel, Bencteux, Valentin, Jansen-Winkeln, Boris, Chalopin, Claire, Marescaux, Jacques, Hostettler, Alexandre, Diana, Michele, Gockel, Ines
There are approximately 1.8 million diagnoses of colorectal cancer, 1 million diagnoses of stomach cancer, and 0.6 million diagnoses of esophageal cancer each year globally. An automatic computer-assisted diagnostic (CAD) tool to rapidly detect color
Externí odkaz:
https://ul.qucosa.de/id/qucosa%3A85157
https://ul.qucosa.de/api/qucosa%3A85157/attachment/ATT-0/
https://ul.qucosa.de/api/qucosa%3A85157/attachment/ATT-0/
Autor:
Ndzimbong, William, Fourniol, Cyril, Themyr, Loic, Thome, Nicolas, Keeza, Yvonne, Sauer, Beniot, Piechaud, Pierre-Thierry, Mejean, Arnaud, Marescaux, Jacques, George, Daniel, Mutter, Didier, Hostettler, Alexandre, Collins, Toby
Inter-modal image registration (IMIR) and image segmentation with abdominal Ultrasound (US) data has many important clinical applications, including image-guided surgery, automatic organ measurement and robotic navigation. However, research is severe
Externí odkaz:
http://arxiv.org/abs/2310.12646
Transformers have proved to be very effective for visual recognition tasks. In particular, vision transformers construct compressed global representations through self-attention and learnable class tokens. Multi-resolution transformers have shown rec
Externí odkaz:
http://arxiv.org/abs/2212.07890
Transformer models achieve state-of-the-art results for image segmentation. However, achieving long-range attention, necessary to capture global context, with high-resolution 3D images is a fundamental challenge. This paper introduces the Full resolu
Externí odkaz:
http://arxiv.org/abs/2210.05313
Autor:
Maier-Hein, Lena, Eisenmann, Matthias, Sarikaya, Duygu, März, Keno, Collins, Toby, Malpani, Anand, Fallert, Johannes, Feussner, Hubertus, Giannarou, Stamatia, Mascagni, Pietro, Nakawala, Hirenkumar, Park, Adrian, Pugh, Carla, Stoyanov, Danail, Vedula, Swaroop S., Cleary, Kevin, Fichtinger, Gabor, Forestier, Germain, Gibaud, Bernard, Grantcharov, Teodor, Hashizume, Makoto, Heckmann-Nötzel, Doreen, Kenngott, Hannes G., Kikinis, Ron, Mündermann, Lars, Navab, Nassir, Onogur, Sinan, Sznitman, Raphael, Taylor, Russell H., Tizabi, Minu D., Wagner, Martin, Hager, Gregory D., Neumuth, Thomas, Padoy, Nicolas, Collins, Justin, Gockel, Ines, Goedeke, Jan, Hashimoto, Daniel A., Joyeux, Luc, Lam, Kyle, Leff, Daniel R., Madani, Amin, Marcus, Hani J., Meireles, Ozanan, Seitel, Alexander, Teber, Dogu, Ückert, Frank, Müller-Stich, Beat P., Jannin, Pierre, Speidel, Stefanie
Recent developments in data science in general and machine learning in particular have transformed the way experts envision the future of surgery. Surgical Data Science (SDS) is a new research field that aims to improve the quality of interventional
Externí odkaz:
http://arxiv.org/abs/2011.02284
Akademický článek
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Autor:
Fuentes-Jimenez, David, Casillas-Perez, David, Pizarro, Daniel, Collins, Toby, Bartoli, Adrien
We present Deep Shape-from-Template (DeepSfT), a novel Deep Neural Network (DNN) method for solving real-time automatic registration and 3D reconstruction of a deformable object viewed in a single monocular image.DeepSfT advances the state-of-the-art
Externí odkaz:
http://arxiv.org/abs/1811.07791
Akademický článek
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Autor:
Fuentes-Jimenez, David, Pizarro, Daniel, Casillas-Pérez, David, Collins, Toby, Bartoli, Adrien
Publikováno v:
In Image and Vision Computing November 2022 127
Autor:
Maier-Hein, Lena, Eisenmann, Matthias, Sarikaya, Duygu, März, Keno, Collins, Toby, Malpani, Anand, Fallert, Johannes, Feussner, Hubertus, Giannarou, Stamatia, Mascagni, Pietro, Nakawala, Hirenkumar, Park, Adrian, Pugh, Carla, Stoyanov, Danail, Vedula, Swaroop S., Cleary, Kevin, Fichtinger, Gabor, Forestier, Germain, Gibaud, Bernard, Grantcharov, Teodor, Hashizume, Makoto, Heckmann-Nötzel, Doreen, Kenngott, Hannes G., Kikinis, Ron, Mündermann, Lars, Navab, Nassir, Onogur, Sinan, Roß, Tobias, Sznitman, Raphael, Taylor, Russell H., Tizabi, Minu D., Wagner, Martin, Hager, Gregory D., Neumuth, Thomas, Padoy, Nicolas, Collins, Justin, Gockel, Ines, Goedeke, Jan, Hashimoto, Daniel A., Joyeux, Luc, Lam, Kyle, Leff, Daniel R., Madani, Amin, Marcus, Hani J., Meireles, Ozanan, Seitel, Alexander, Teber, Dogu, Ückert, Frank, Müller-Stich, Beat P., Jannin, Pierre, Speidel, Stefanie
Publikováno v:
In Medical Image Analysis February 2022 76