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B

Bernhard Kainz

imperial college london

42H指数
368论文数
1.5W被引数
收录论文 46
发表时间
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Generalist foundation models from a multimodal dataset for 3D computed tomography来自3D计算机断层扫描的多模态数据集的Generalist foundation模型
errNature Biomedical Engineering
IF26.6
err2026-02-12
err0
PREAI
errIbrahim Ethem Hamamci; Sezgin Er; Chenyu Wang; Furkan Almas; Ayse Gulnihan Simsek; Sevval Nil Esirgun; Irem Dogan; Omer Faruk Durugol; Benjamin Hou; Suprosanna Shit; Weicheng Dai; Murong Xu; Hadrien Reynaud; Muhammed Furkan Dasdelen; Bastian Wittmann; Tamaz Amiranashvili; Enis Simsar; Mehmet Simsar; Emine Bensu Erdemir; Abdullah Alanbay; Anjany Sekuboyina; Berkan Lafci; Ahmet Kaplan; Zhiyong Lu; Malgorzata Polacin; Bernhard Kainz; Christian Bluethgen; Kayhan Batmanghelich; Mehmet Kemal Ozdemir; Bjoern Menze
err分享
err收藏
Diffusing the Blind Spot: Uterine MRI Synthesis with DiffusionModels消除盲点：使用扩散模型进行子宫MRI合成
errSKIN IMAGE ANALYSIS, AND COMPUTER-AIDED PELVIC IMAGING FOR FEMALE HEALTH, ISIC 2025, CAPI 2025
IF0
err2026-01-01
err0
PREAI
errMueller, Johanna P.; Knupfer, Anika; Bloess, Pedro; Vittur, Edoardo Berardi; Kainz, Bernhard; Hutter, Jana
err分享
err收藏
Graph Conditioned Diffusion for Controllable Histopathology Image Generation图条件扩散模型用于可控的病理图像生成
errRECONSTRUCTION AND IMAGING MOTION ESTIMATION, AND GRAPHS IN BIOMEDICAL IMAGE ANALYSIS, RIME 2025, GRAIL 2025
IF0
err2026-01-01
err0
PREAI
errCechnicka, Sarah; Baugh, Matthew; Zhang, Weitong; Dombrowski, Mischa; Li, Zhe; Paetzold, Johannes C.; Roufosse, Candice; Kainz, Bernhard
err分享
err收藏
Enabling PSO-Secure Synthetic Data Sharing Using Diversity-Aware Diffusion Models利用多样性感知扩散模型实现PSO-Secure合成数据共享
errBRIDGING REGULATORY SCIENCE AND MEDICAL IMAGING EVALUATION; AND DISTRIBUTED, COLLABORATIVE, AND FEDERATED LEARNING, MICCAI 2025
IF0
err2026-01-01
err0
PREAI
errDombrowski, Mischa; Kainz, Bernhard
err分享
err收藏
L-FUSION: Laplacian Fetal Ultrasound Segmentation and Uncertainty EstimationL-FUSION: 拉普拉斯胎超声分割与不确定性估计
errSIMPLIFYING MEDICAL ULTRASOUND, ASMUS 2025
IF0
err2026-01-01
err0
PREAI
errMueller, Johanna P.; Wright, Robert; Day, Thomas G.; Venturini, Lorenzo; Budd, Samuel F.; Reynaud, Hadrien; Hajnal, Joseph V.; Razavi, Reza; Kainz, Bernhard
err分享
err收藏
Diff-Def: Diffusion-Generated Deformation Fields for Conditional AtlasesDiff-Def：扩散生成的变形场用于条件性图谱
errIEEE Transactions on Medical Imaging
IF9.8
err2026-01-01
err0
PREAI
errStarck, Sophie; Sideri-Lampretsa, Vasiliki; Kainz, Bernhard; Menten, Martin J.; Mueller, Tamara T.; Rueckert, Daniel
err分享
err收藏
Last Layer Laplacian Pseudocoresets for Robust Medical Image Analysis最后一层拉普拉斯伪核心集用于鲁棒医学图像分析
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VIII
IF0
err2026-01-01
err0
PREAI
errErick, Franciskus Xaverius; Mueller, Johanna Paula; Li, Zhe; Kainz, Bernhard
err分享
err收藏
Stochastic latent feature distillation: Enhancing dataset distillation via structured uncertainty modeling随机潜特征蒸馏：通过结构化不确定性建模增强数据集蒸馏
errJournal of Visual Communication and Image Representation
IF3.1
err2025-10-27
err0
errOAAI
errZhe Li; Sarah Cechnicka; Cheng Ouyang; Katharina Breininger; Peter Schüffler; Bernhard Kainz
err分享
err收藏
Abdominal simultaneous 3D water T1 and T2 mapping using a free-breathing Cartesian acquisition with spiral profile ordering腹部同时3D水T1和T2映射，采用自由呼吸笛卡尔采集与螺旋型轮廓排序
errMagnetic Resonance in Medicine
IF3
err2025-09-05
err0
errOAAI
errJonathan Stelter; Kilian Weiss; Lisa Steinhelfer; Jakob Meineke; Weitong Zhang; Bernhard Kainz; Rickmer F. Braren; Dimitrios C. Karampinos
err分享
err收藏
The Developing Human Connectome Project: A fast deep learning-based pipeline for neonatal cortical surface reconstruction
errMEDICAL IMAGE ANALYSIS
IF11.8
err2025-02-01
err0
errOAAI
errMa, Qiang; Liang, Kaili; Li, Liu; Masui, Saga; Guo, Yourong; Nosarti, Chiara; Robinson, Emma C.; Kainz, Bernhard; Rueckert, Daniel
err分享
err收藏
Multitask Weakly Supervised Generative Network for MR-US Registration
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2024-11-01
err0
errOAAI
errAzampour, Mohammad Farid; Mach, Kristina; Fatemizadeh, Emad; Demiray, Beatrice; Westenfelder, Kay; Steiger, Katja; Eiber, Matthias; Wendler, Thomas; Kainz, Bernhard; Navab, Nassir
err分享
err收藏
Exploring the role of different cell types on cortical folding in the developing human brain through computational modeling
errSCIENTIFIC REPORTS
IF3.9
err2024-10-30
err0
PREAI
errZarzor, Mohammad Saeed; Ma, Qiang; Almurey, Median; Kainz, Bernhard; Budday, Silvia
err分享
err收藏
Interaction between clinicians and artificial intelligence to detect fetal atrioventricular septal defects on ultrasound: how can we optimize collaborative performance?临床医生与人工智能在超声检测胎儿房室间隔缺损中的互动: 我们如何优化协同性能？
errULTRASOUND IN OBSTETRICS & GYNECOLOGY
IF6.3
err2024-06-03
err4
errOAAI
errDay, T. G.; Matthew, J.; Budd, S. F.; Venturini, L.; Wright, R.; Farruggia, A.; Vigneswaran, T. V.; Zidere, V.; Hajnal, J. V.; Razavi, R.; Simpson, J. M.; Kainz, B.
err分享
err收藏
Metrics reloaded: recommendations for image analysis validation重新加载的度量: 图像分析验证建议
errNATURE METHODS
IF32.1
err2024-02-12
err59
errOAAI
errMaier-Hein, Lena; Reinke, Annika; Godau, Patrick; Tizabi, Minu D.; Buettner, Florian; Christodoulou, Evangelia; Glocker, Ben; Isensee, Fabian; Kleesiek, Jens; Kozubek, Michal; Reyes, Mauricio; Riegler, Michael A.; Wiesenfarth, Manuel; Kavur, A. Emre; Sudre, Carole H.; Baumgartner, Michael; Eisenmann, Matthias; Heckmann-Noetzel, Doreen; Raedsch, Tim; Acion, Laura; Antonelli, Michela; Arbel, Tal; Bakas, Spyridon; Benis, Arriel; Blaschko, Matthew B.; Cardoso, M. Jorge; Cheplygina, Veronika; Cimini, Beth A.; Collins, Gary S.; Farahani, Keyvan; Ferrer, Luciana; Galdran, Adrian; van Ginneken, Bram; Haase, Robert; Hashimoto, Daniel A.; Hoffman, Michael M.; Huisman, Merel; Jannin, Pierre; Kahn, Charles E.; Kainmueller, Dagmar; Kainz, Bernhard; Karargyris, Alexandros; Karthikesalingam, Alan; Kofler, Florian; Kopp-Schneider, Annette; Kreshuk, Anna; Kurc, Tahsin; Landman, Bennett A.; Litjens, Geert; Madani, Amin; Maier-Hein, Klaus; Martel, Anne L.; Mattson, Peter; Meijering, Erik; Menze, Bjoern; Moons, Karel G. M.; Mueller, Henning; Nichyporuk, Brennan; Nickel, Felix; Petersen, Jens; Rajpoot, Nasir; Rieke, Nicola; Saez-Rodriguez, Julio; Sanchez, Clara I.; Shetty, Shravya; van Smeden, Maarten; Summers, Ronald M.; Taha, Abdel A.; Tiulpin, Aleksei; Tsaftaris, Sotirios A.; Van Calster, Ben; Varoquaux, Gael; Jaeger, Paul F.
err分享
err收藏
Understanding metric-related pitfalls in image analysis validation了解图像分析验证中与度量相关的陷阱
errNATURE METHODS
IF32.1
err2024-02-12
err24
errOAAI
errReinke, Annika; Tizabi, Minu D.; Baumgartner, Michael; Eisenmann, Matthias; Heckmann-Noetzel, Doreen; Kavur, A. Emre; Raedsch, Tim; Sudre, Carole H.; Acion, Laura; Antonelli, Michela; Arbel, Tal; Bakas, Spyridon; Benis, Arriel; Buettner, Florian; Cardoso, M. Jorge; Cheplygina, Veronika; Chen, Jianxu; Christodoulou, Evangelia; Cimini, Beth A.; Farahani, Keyvan; Ferrer, Luciana; Galdran, Adrian; van Ginneken, Bram; Glocker, Ben; Godau, Patrick; Hashimoto, Daniel A.; Hoffman, Michael M.; Huisman, Merel; Isensee, Fabian; Jannin, Pierre; Kahn, Charles E.; Kainmueller, Dagmar; Kainz, Bernhard; Karargyris, Alexandros; Kleesiek, Jens; Kofler, Florian; Kooi, Thijs; Kopp-Schneider, Annette; Kozubek, Michal; Kreshuk, Anna; Kurc, Tahsin; Landman, Bennett A.; Litjens, Geert; Madani, Amin; Maier-Hein, Klaus; Martel, Anne L.; Meijering, Erik; Menze, Bjoern; Moons, Karel G. M.; Mueller, Henning; Nichyporuk, Brennan; Nickel, Felix; Petersen, Jens; Rafelski, Susanne M.; Rajpoot, Nasir; Reyes, Mauricio; Riegler, Michael A.; Rieke, Nicola; Saez-Rodriguez, Julio; Sanchez, Clara I.; Shetty, Shravya; Summers, Ronald M.; Taha, Abdel A.; Tiulpin, Aleksei; Tsaftaris, Sotirios A.; Van Calster, Ben; Varoquaux, Gael; Yaniv, Ziv R.; Jaeger, Paul F.; Maier-Hein, Lena
err分享
err收藏
Fast fetal head compounding from multi-view 3D ultrasound多视角三维超声下的快速胎儿头部拼接
errMEDICAL IMAGE ANALYSIS
IF11.8
err2023-10-01
err4
PREAI
errWright, Robert; Gomez, Alberto; Zimmer, Veronika A.; Toussaint, Nicolas; Khanal, Bishesh; Matthew, Jacqueline; Skelton, Emily; Kainz, Bernhard; Rueckert, Daniel; V. Hajnal, Joseph; Schnabel, Julia A.
err分享
err收藏
Video-Based Activity Recognition for Automated Motor Assessment of Parkinson's Disease基于视频的活动识别用于帕金森病的自动运动评估
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2023-10-01
err11
errOAAI
errSarapata, Grzegorz; Dushin, Yuriy; Morinan, Gareth; Ong, Joshua; Budhdeo, Sanjay; Kainz, Bernhard; O'Keeffe, Jonathan
err分享
err收藏
Sonographer interaction with artificial intelligence: collaboration or conflict?
errULTRASOUND IN OBSTETRICS & GYNECOLOGY
IF6.3
err2023-07-31
err3
PREAI
errDay, T. G.; Matthew, J.; Budd, S.; Hajnal, J. V.; Simpson, J. M.; Razavi, R.; Kainz, B.
err分享
err收藏
Improving image labelling quality
errNATURE MACHINE INTELLIGENCE
IF23.9
err2023-04-24
err1
PREAI
errDay, Thomas G.; Simpson, John M.; Razavi, Reza; Kainz, Bernhard
err分享
err收藏
Estimating categorical counterfactuals via deep twin networks
errNATURE MACHINE INTELLIGENCE
IF23.9
err2023-02-20
err4
errOAAI
errVlontzos, Athanasios; Kainz, Bernhard; Gilligan-Lee, Ciaran M.
err分享
err收藏

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暂无研究方向
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