nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation
Isensee, Fabian, Jaeger, Paul F., Kohl, Simon A. A., Petersen, Jens, Maier-Hein, Klaus H.
Published in Nature methods (01.02.2021)
Published in Nature methods (01.02.2021)
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Highly accurate protein structure prediction for the human proteome
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Published in Nature (London) (26.08.2021)
Published in Nature (London) (26.08.2021)
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Applying and improving AlphaFold at CASP14
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Published in Proteins, structure, function, and bioinformatics (01.12.2021)
Published in Proteins, structure, function, and bioinformatics (01.12.2021)
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Highly accurate protein structure prediction with AlphaFold
Jumper, John, Evans, Richard, Pritzel, Alexander, Green, Tim, Figurnov, Michael, Ronneberger, Olaf, Tunyasuvunakool, Kathryn, Bates, Russ, Žídek, Augustin, Potapenko, Anna, Bridgland, Alex, Meyer, Clemens, Kohl, Simon A. A., Ballard, Andrew J., Cowie, Andrew, Romera-Paredes, Bernardino, Nikolov, Stanislav, Jain, Rishub, Adler, Jonas, Back, Trevor, Petersen, Stig, Reiman, David, Clancy, Ellen, Zielinski, Michal, Steinegger, Martin, Pacholska, Michalina, Berghammer, Tamas, Bodenstein, Sebastian, Silver, David, Vinyals, Oriol, Senior, Andrew W., Kavukcuoglu, Koray, Kohli, Pushmeet, Hassabis, Demis
Published in Nature (London) (26.08.2021)
Published in Nature (London) (26.08.2021)
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Shallow-impurity-related binding energy and linear optical absorption in ring-shaped quantum dots and quantum-well wires under applied electric field
Kohl, Simon A. A., Restrepo, R. L., Mora-Ramos, M. E., Duque, C. A.
Published in Physica Status Solidi. B: Basic Solid State Physics (01.04.2015)
Published in Physica Status Solidi. B: Basic Solid State Physics (01.04.2015)
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Automated Design of Deep Learning Methods for Biomedical Image Segmentation
Isensee, Fabian, Jäger, Paul F, Kohl, Simon A A, Petersen, Jens, Maier-Hein, Klaus H
Published in arXiv.org (02.04.2020)
Published in arXiv.org (02.04.2020)
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De novo design of high-affinity protein binders with AlphaProteo
Zambaldi, Vinicius, La, David, Chu, Alexander E, Patani, Harshnira, Danson, Amy E, Kwan, Tristan O. C, Frerix, Thomas, Schneider, Rosalia G, Saxton, David, Thillaisundaram, Ashok, Wu, Zachary, Moraes, Isabel, Lange, Oskar, Papa, Eliseo, Stanton, Gabriella, Martin, Victor, Singh, Sukhdeep, Wong, Lai H, Bates, Russ, Kohl, Simon A, Abramson, Josh, Senior, Andrew W, Alguel, Yilmaz, Wu, Mary Y, Aspalter, Irene M, Bentley, Katie, Bauer, David L. V, Cherepanov, Peter, Hassabis, Demis, Kohli, Pushmeet, Fergus, Rob, Wang, Jue
Year of Publication 12.09.2024
Year of Publication 12.09.2024
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A Case for the Score: Identifying Image Anomalies using Variational Autoencoder Gradients
Zimmerer, David, Petersen, Jens, Kohl, Simon A. A, Maier-Hein, Klaus H
Year of Publication 28.11.2019
Year of Publication 28.11.2019
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Reg R-CNN: Lesion Detection and Grading under Noisy Labels
Ramien, Gregor N, Jaeger, Paul F, Kohl, Simon A. A, Maier-Hein, Klaus H
Year of Publication 22.07.2019
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Context-encoding Variational Autoencoder for Unsupervised Anomaly Detection
Zimmerer, David, Kohl, Simon A. A, Petersen, Jens, Isensee, Fabian, Maier-Hein, Klaus H
Year of Publication 14.12.2018
Year of Publication 14.12.2018
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Deep Probabilistic Modeling of Glioma Growth
Petersen, Jens, Jäger, Paul F, Isensee, Fabian, Kohl, Simon A. A, Neuberger, Ulf, Wick, Wolfgang, Debus, Jürgen, Heiland, Sabine, Bendszus, Martin, Kickingereder, Philipp, Maier-Hein, Klaus H
Year of Publication 09.07.2019
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A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities
Kohl, Simon A. A, Romera-Paredes, Bernardino, Maier-Hein, Klaus H, Rezende, Danilo Jimenez, Eslami, S. M. Ali, Kohli, Pushmeet, Zisserman, Andrew, Ronneberger, Olaf
Year of Publication 30.05.2019
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Retina U-Net: Embarrassingly Simple Exploitation of Segmentation Supervision for Medical Object Detection
Jaeger, Paul F, Kohl, Simon A. A, Bickelhaupt, Sebastian, Isensee, Fabian, Kuder, Tristan Anselm, Schlemmer, Heinz-Peter, Maier-Hein, Klaus H
Year of Publication 21.11.2018
Year of Publication 21.11.2018
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A Probabilistic U-Net for Segmentation of Ambiguous Images
Kohl, Simon A. A, Romera-Paredes, Bernardino, Meyer, Clemens, De Fauw, Jeffrey, Ledsam, Joseph R, Maier-Hein, Klaus H, Eslami, S. M. Ali, Rezende, Danilo Jimenez, Ronneberger, Olaf
Year of Publication 13.06.2018
Year of Publication 13.06.2018
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De novo design of high-affinity protein binders with AlphaProteo
Zambaldi, Vinicius, La, David, Chu, Alexander E, Patani, Harshnira, Danson, Amy E, Kwan, Tristan O C, Frerix, Thomas, Schneider, Rosalia G, Saxton, David, Thillaisundaram, Ashok, Wu, Zachary, Moraes, Isabel, Lange, Oskar, Papa, Eliseo, Stanton, Gabriella, Martin, Victor, Singh, Sukhdeep, Wong, Lai H, Bates, Russ, Kohl, Simon A, Abramson, Josh, Senior, Andrew W, Yilmaz Alguel, Wu, Mary Y, Aspalter, Irene M, Bentley, Katie, Bauer, David L V, Cherepanov, Peter, Hassabis, Demis, Kohli, Pushmeet, Fergus, Rob, Wang, Jue
Published in arXiv.org (12.09.2024)
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Published in arXiv.org (12.09.2024)
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Reg R-CNN: Lesion Detection and Grading under Noisy Labels
Ramien, Gregor N, Jaeger, Paul F, Kohl, Simon A A, Maier-Hein, Klaus H
Published in arXiv.org (26.08.2019)
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Published in arXiv.org (26.08.2019)
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