Exploring Healthy Retinal Aging with Deep Learning
Menten, Martin J., Holland, Robbie, Leingang, Oliver, Bogunović, Hrvoje, Hagag, Ahmed M., Kaye, Rebecca, Riedl, Sophie, Traber, Ghislaine L., Hassan, Osama N., Pawlowski, Nick, Glocker, Ben, Fritsche, Lars G., Scholl, Hendrik P.N., Sivaprasad, Sobha, Schmidt-Erfurth, Ursula, Rueckert, Daniel, Lotery, Andrew J.
Published in Ophthalmology science (Online) (01.09.2023)
Published in Ophthalmology science (Online) (01.09.2023)
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Journal Article
Evaluation and mitigation of the limitations of large language models in clinical decision-making
Hager, Paul, Jungmann, Friederike, Holland, Robbie, Bhagat, Kunal, Hubrecht, Inga, Knauer, Manuel, Vielhauer, Jakob, Makowski, Marcus, Braren, Rickmer, Kaissis, Georgios, Rueckert, Daniel
Published in Nature medicine (01.09.2024)
Published in Nature medicine (01.09.2024)
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Journal Article
Metadata-enhanced contrastive learning from retinal optical coherence tomography images
Holland, Robbie, Leingang, Oliver, Bogunović, Hrvoje, Riedl, Sophie, Fritsche, Lars, Prevost, Toby, Scholl, Hendrik P.N., Schmidt-Erfurth, Ursula, Sivaprasad, Sobha, Lotery, Andrew J., Rueckert, Daniel, Menten, Martin J.
Published in Medical image analysis (01.10.2024)
Published in Medical image analysis (01.10.2024)
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Journal Article
Deep Learning–Based Clustering of OCT Images for Biomarker Discovery in Age-Related Macular Degeneration (PINNACLE Study Report 4)
Holland, Robbie, Kaye, Rebecca, Hagag, Ahmed M., Leingang, Oliver, Taylor, Thomas R.P., Bogunović, Hrvoje, Schmidt-Erfurth, Ursula, Scholl, Hendrik P.N., Rueckert, Daniel, Lotery, Andrew J., Sivaprasad, Sobha, Menten, Martin J.
Published in Ophthalmology science (Online) (01.11.2024)
Published in Ophthalmology science (Online) (01.11.2024)
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Journal Article
Spatiotemporal Representation Learning for Short and Long Medical Image Time Series
Shen, Chengzhi, Menten, Martin J, Bogunović, Hrvoje, Schmidt-Erfurth, Ursula, Scholl, Hendrik, Sivaprasad, Sobha, Lotery, Andrew, Rueckert, Daniel, Hager, Paul, Holland, Robbie
Year of Publication 12.03.2024
Year of Publication 12.03.2024
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Journal Article
A skeletonization algorithm for gradient-based optimization
Menten, Martin J, Paetzold, Johannes C, Zimmer, Veronika A, Shit, Suprosanna, Ezhov, Ivan, Holland, Robbie, Probst, Monika, Schnabel, Julia A, Rueckert, Daniel
Year of Publication 05.09.2023
Year of Publication 05.09.2023
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Journal Article
Specialist vision-language models for clinical ophthalmology
Holland, Robbie, Taylor, Thomas R. P, Holmes, Christopher, Riedl, Sophie, Mai, Julia, Patsiamanidi, Maria, Mitsopoulou, Dimitra, Hager, Paul, Müller, Philip, Scholl, Hendrik P. N, Bogunović, Hrvoje, Schmidt-Erfurth, Ursula, Rueckert, Daniel, Sivaprasad, Sobha, Lotery, Andrew J, Menten, Martin J
Year of Publication 11.07.2024
Year of Publication 11.07.2024
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Journal Article
Deep-learning-based clustering of OCT images for biomarker discovery in age-related macular degeneration (Pinnacle study report 4)
Holland, Robbie, Kaye, Rebecca, Hagag, Ahmed M, Leingang, Oliver, Taylor, Thomas R. P, Bogunović, Hrvoje, Schmidt-Erfurth, Ursula, Scholl, Hendrik P. N, Rueckert, Daniel, Lotery, Andrew J, Sivaprasad, Sobha, Menten, Martin J
Year of Publication 12.03.2024
Year of Publication 12.03.2024
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Journal Article
Clustering disease trajectories in contrastive feature space for biomarker discovery in age-related macular degeneration
Holland, Robbie, Leingang, Oliver, Holmes, Christopher, Anders, Philipp, Kaye, Rebecca, Riedl, Sophie, Paetzold, Johannes C, Ezhov, Ivan, Bogunović, Hrvoje, Schmidt-Erfurth, Ursula, Fritsche, Lars, Scholl, Hendrik P. N, Sivaprasad, Sobha, Lotery, Andrew J, Rueckert, Daniel, Menten, Martin J
Year of Publication 11.01.2023
Year of Publication 11.01.2023
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Journal Article
Metadata-enhanced contrastive learning from retinal optical coherence tomography images
Holland, Robbie, Leingang, Oliver, Bogunović, Hrvoje, Riedl, Sophie, Fritsche, Lars, Prevost, Toby, Scholl, Hendrik P. N, Schmidt-Erfurth, Ursula, Sivaprasad, Sobha, Lotery, Andrew J, Rueckert, Daniel, Menten, Martin J
Year of Publication 04.08.2022
Year of Publication 04.08.2022
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Journal Article
QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge
Li, Hongwei Bran, Navarro, Fernando, Ezhov, Ivan, Bayat, Amirhossein, Das, Dhritiman, Kofler, Florian, Shit, Suprosanna, Waldmannstetter, Diana, Paetzold, Johannes C, Hu, Xiaobin, Wiestler, Benedikt, Zimmer, Lucas, Amiranashvili, Tamaz, Prabhakar, Chinmay, Berger, Christoph, Weidner, Jonas, Alonso-Basant, Michelle, Rashid, Arif, Baid, Ujjwal, Adel, Wesam, Ali, Deniz, Baheti, Bhakti, Bai, Yingbin, Bhatt, Ishaan, Cetindag, Sabri Can, Chen, Wenting, Cheng, Li, Dutand, Prasad, Dular, Lara, Elattar, Mustafa A, Feng, Ming, Gao, Shengbo, Huisman, Henkjan, Hu, Weifeng, Innani, Shubham, Jiat, Wei, Karimi, Davood, Kuijf, Hugo J, Kwak, Jin Tae, Le, Hoang Long, Lia, Xiang, Lin, Huiyan, Liu, Tongliang, Ma, Jun, Ma, Kai, Ma, Ting, Oksuz, Ilkay, Holland, Robbie, Oliveira, Arlindo L, Pal, Jimut Bahan, Pei, Xuan, Qiao, Maoying, Saha, Anindo, Selvan, Raghavendra, Shen, Linlin, Silva, Joao Lourenco, Spiclin, Ziga, Talbar, Sanjay, Wang, Dadong, Wang, Wei, Wang, Xiong, Wang, Yin, Xia, Ruiling, Xu, Kele, Yan, Yanwu, Yergin, Mert, Yu, Shuang, Zeng, Lingxi, Zhang, YingLin, Zhao, Jiachen, Zheng, Yefeng, Zukovec, Martin, Do, Richard, Becker, Anton, Simpson, Amber, Konukoglu, Ender, Jakab, Andras, Bakas, Spyridon, Joskowicz, Leo, Menze, Bjoern
Year of Publication 19.03.2024
Year of Publication 19.03.2024
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Journal Article
Spatiotemporal Representation Learning for Short and Long Medical Image Time Series
Shen, Chengzhi, Menten, Martin J, Bogunović, Hrvoje, Schmidt-Erfurth, Ursula, Scholl, Hendrik, Sivaprasad, Sobha, Lotery, Andrew, Rueckert, Daniel, Hager, Paul, Holland, Robbie
Published in arXiv.org (27.10.2024)
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Published in arXiv.org (27.10.2024)
Paper
Metadata-enhanced contrastive learning from retinal optical coherence tomography images
Holland, Robbie, Leingang, Oliver, Bogunović, Hrvoje, Riedl, Sophie, Fritsche, Lars, Prevost, Toby, Scholl, Hendrik P N, Schmidt-Erfurth, Ursula, Sivaprasad, Sobha, Lotery, Andrew J, Rueckert, Daniel, Menten, Martin J
Published in arXiv.org (26.07.2024)
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Published in arXiv.org (26.07.2024)
Paper
Specialist vision-language models for clinical ophthalmology
Holland, Robbie, Taylor, Thomas R P, Holmes, Christopher, Riedl, Sophie, Mai, Julia, Patsiamanidi, Maria, Mitsopoulou, Dimitra, Hager, Paul, Müller, Philip, Scholl, Hendrik P N, Bogunović, Hrvoje, Schmidt-Erfurth, Ursula, Rueckert, Daniel, Sivaprasad, Sobha, Lotery, Andrew J, Menten, Martin J
Published in arXiv.org (11.07.2024)
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Published in arXiv.org (11.07.2024)
Paper
Deep-learning-based clustering of OCT images for biomarker discovery in age-related macular degeneration (Pinnacle study report 4)
Holland, Robbie, Kaye, Rebecca, Hagag, Ahmed M, Leingang, Oliver, Taylor, Thomas R P, Bogunović, Hrvoje, Schmidt-Erfurth, Ursula, Scholl, Hendrik P N, Rueckert, Daniel, Lotery, Andrew J, Sivaprasad, Sobha, Menten, Martin J
Published in arXiv.org (12.03.2024)
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Published in arXiv.org (12.03.2024)
Paper
Clustering disease trajectories in contrastive feature space for biomarker discovery in age-related macular degeneration
Holland, Robbie, Leingang, Oliver, Holmes, Christopher, Philipp, Anders, Kaye, Rebecca, Riedl, Sophie, Paetzold, Johannes C, Ezhov, Ivan, Bogunović, Hrvoje, Schmidt-Erfurth, Ursula, Fritsche, Lars, Scholl, Hendrik P N, Sivaprasad, Sobha, Lotery, Andrew J, Rueckert, Daniel, Menten, Martin J
Published in arXiv.org (20.03.2023)
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Published in arXiv.org (20.03.2023)
Paper
QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge
Hongwei Bran Li, Navarro, Fernando, Ezhov, Ivan, Bayat, Amirhossein, Das, Dhritiman, Kofler, Florian, Suprosanna Shit, Waldmannstetter, Diana, Paetzold, Johannes C, Hu, Xiaobin, Wiestler, Benedikt, Zimmer, Lucas, Amiranashvili, Tamaz, Prabhakar, Chinmay, Berger, Christoph, Weidner, Jonas, Alonso-Basant, Michelle, Rashid, Arif, Baid, Ujjwal, Adel, Wesam, Ali, Deniz, Baheti, Bhakti, Bai, Yingbin, Bhatt, Ishaan, Sabri Can Cetindag, Chen, Wenting, Cheng, Li, Prasad Dutand, Dular, Lara, Elattar, Mustafa A, Feng, Ming, Gao, Shengbo, Huisman, Henkjan, Hu, Weifeng, Innani, Shubham, Jiat, Wei, Karimi, Davood, Kuijf, Hugo J, Kwak, Jin Tae, Hoang Long Le, Xiang Lia, Lin, Huiyan, Liu, Tongliang, Ma, Jun, Ma, Kai, Ma, Ting, Oksuz, Ilkay, Holland, Robbie, Oliveira, Arlindo L, Jimut Bahan Pal, Pei, Xuan, Qiao, Maoying, Saha, Anindo, Raghavendra Selvan, Shen, Linlin, Joao Lourenco Silva, Spiclin, Ziga, Talbar, Sanjay, Wang, Dadong, Wang, Wei, Wang, Xiong, Wang, Yin, Xia, Ruiling, Xu, Kele, Yanwu Yan, Yergin, Mert, Yu, Shuang, Zeng, Lingxi, Zhang, YingLin, Zhao, Jiachen, Zheng, Yefeng, Zukovec, Martin, Do, Richard, Becker, Anton, Simpson, Amber, Konukoglu, Ender, Jakab, Andras, Bakas, Spyridon, Joskowicz, Leo, Menze, Bjoern
Published in arXiv.org (24.06.2024)
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Published in arXiv.org (24.06.2024)
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