Timo Kohlberger

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 5

Top Venues

CoRR

MICCAI (1)

University of Mannheim, Germany (PHD)

Education History

University of Mannheim, Germany

PHD

Publications

Lin Yang, Shawn Xu, Andrew Sellergren, Timo Kohlberger, Yuchen Zhou, Ira Ktena, Atilla P. Kiraly, Faruk Ahmed, Farhad Hormozdiari, Tiam Jaroensri, Eric Wang, Ellery Wulczyn, Fayaz Jamil, Theo Guidroz, Chuck Lau, Siyuan Qiao, Yun Liu, Akshay Goel, Kendall Park, Arnav Agharwal, Nick George, Yang Wang, Ryutaro Tanno, David G. T. Barrett, Wei-Hung Weng, S. Sara Mahdavi, Khaled Saab, Tao Tu, Sreenivasa Raju Kalidindi, Mozziyar Etemadi, Jorge Cuadros, Gregory Sorensen, Yossi Matias, Katherine Chou, Greg Corrado, Joelle K. Barral, Shravya Shetty, David J. Fleet, S. M. Ali Eslami, Daniel Tse, Shruthi Prabhakara, Cory Y. McLean, Dave Steiner, Rory Pilgrim, Christopher Kelly, Shekoofeh Azizi, Daniel Golden
Advancing Multimodal Medical Capabilities of Gemini. CoRR (2024)
Shawn Xu, Lin Yang, Christopher Kelly, Marcin Sieniek, Timo Kohlberger, Martin Ma, Wei-Hung Weng, Attila Kiraly, Sahar Kazemzadeh, Zakkai Melamed, Jungyeon Park, Patricia Strachan, Yun Liu, Chuck Lau, Preeti Singh, Christina Chen, Mozziyar Etemadi, Sreenivasa Raju Kalidindi, Yossi Matias, Katherine Chou, Gregory S. Corrado, Shravya Shetty, Daniel Tse, Shruthi Prabhakara, Daniel Golden, Rory Pilgrim, Krish Eswaran, Andrew Sellergren
ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders. CoRR (2023)
Timo Kohlberger, Yun Liu, Melissa Moran, Po-Hsuan Cameron Chen, Trissia Brown, Craig H. Mermel, Jason D. Hipp, Martin C. Stumpe
Whole-Slide Image Focus Quality: Automatic Assessment and Impact on AI Cancer Detection. CoRR (2019)
Po-Hsuan Cameron Chen, Krishna Gadepalli, Robert MacDonald, Yun Liu, Kunal Nagpal, Timo Kohlberger, Jeffrey Dean, Gregory S. Corrado, Jason D. Hipp, Martin C. Stumpe
Microscope 2.0: An Augmented Reality Microscope with Real-time Artificial Intelligence Integration. CoRR (2018)
Yun Liu, Krishna Gadepalli, Mohammad Norouzi, George E. Dahl, Timo Kohlberger, Aleksey Boyko, Subhashini Venugopalan, Aleksei Timofeev, Philip Q. Nelson, Gregory S. Corrado, Jason D. Hipp, Lily Peng, Martin C. Stumpe
Detecting Cancer Metastases on Gigapixel Pathology Images. CoRR (2017)
Neil Birkbeck, Timo Kohlberger, Jingdan Zhang, Michal Sofka, Jens N. Kaftan, Dorin Comaniciu, Shaohua Kevin Zhou
Lung Segmentation from CT with Severe Pathologies Using Anatomical Constraints. MICCAI (1) (2014)
Timo Kohlberger, Vivek Kumar Singh, Christopher V. Alvino, Claus Bahlmann, Leo J. Grady
Evaluating Segmentation Error without Ground Truth. MICCAI (1) (2012)
Wei Li, Gianluca Paladini, Leo J. Grady, Timo Kohlberger, Vivek Kumar Singh, Claus Bahlmann
Luggage visualization and virtual unpacking. WASA (2012)
Leo J. Grady, Vivek Kumar Singh, Timo Kohlberger, Christopher V. Alvino, Claus Bahlmann
Automatic Segmentation of Unknown Objects, with Application to Baggage Security. ECCV (2) (2012)
Chao Lu, Yefeng Zheng, Neil Birkbeck, Jingdan Zhang, Timo Kohlberger, Christian Tietjen, Thomas Boettger, James S. Duncan, Shaohua Kevin Zhou
Precise Segmentation of Multiple Organs in CT Volumes Using Learning-Based Approach and Information Theory. MICCAI (2) (2012)
Timo Kohlberger, Michal Sofka, Jingdan Zhang, Neil Birkbeck, Jens Wetzl, Jens N. Kaftan, Jérôme Declerck, Shaohua Kevin Zhou
Automatic Multi-organ Segmentation Using Learning-Based Segmentation and Level Set Optimization. MICCAI (3) (2011)
Siqi Chen, Timo Kohlberger, Klaus J. Kirchberg
Advanced level set segmentation of the right atrium in MR. Medical Imaging: Image-Guided Procedures (2011)
Michal Sofka, Jens Wetzl, Neil Birkbeck, Jingdan Zhang, Timo Kohlberger, Jens N. Kaftan, Jérôme Declerck, Shaohua Kevin Zhou
Multi-stage Learning for Robust Lung Segmentation in Challenging CT Volumes. MICCAI (3) (2011)
Timo Kohlberger, M. Gökhan Uzunbas, Christopher V. Alvino, Timor Kadir, Daniel O. Slosman, Gareth Funka-Lea
Organ Segmentation with Level Sets Using Local Shape and Appearance Priors. MICCAI (1) (2009)
Timo Kohlberger, Gareth Funka-Lea, Vladimir Desh
Soft Level Set Coupling for LV Segmentation in Gated Perfusion SPECT. MICCAI (1) (2007)
Andrés Bruhn, Joachim Weickert, Timo Kohlberger, Christoph Schnörr
A Multigrid Platform for Real-Time Motion Computation with Discontinuity-Preserving Variational Methods. Int. J. Comput. Vis. 70 (3) (2006)
Timo Kohlberger, Daniel Cremers, Mikaël Rousson, Ramamani Ramaraj, Gareth Funka-Lea
4D Shape Priors for a Level Set Segmentation of the Left Myocardium in SPECT Sequences. MICCAI (1) (2006)
Andrés Bruhn, Joachim Weickert, Timo Kohlberger, Christoph Schnörr
Discontinuity-Preserving Computation of Variational Optic Flow in Real-Time. Scale-Space (2005)
Andrés Bruhn, Joachim Weickert, Christian Feddern, Timo Kohlberger, Christoph Schnörr
Variational optical flow computation in real time. IEEE Trans. Image Process. 14 (5) (2005)
Timo Kohlberger, Christoph Schnörr, Andrés Bruhn, Joachim Weickert
Domain decomposition for variational optical-flow computation. IEEE Trans. Image Process. 14 (8) (2005)
Timo Kohlberger, Christoph Schnörr, Andrés Bruhn, Joachim Weickert
Parallel Variational Motion Estimation by Domain Decomposition and Cluster Computing. ECCV (4) (2004)
Jing Yuan, Christoph Schnörr, Timo Kohlberger, Paul Ruhnau
Convex Set-Based Estimation of Image Flows. ICPR (1) (2004)
Andrés Bruhn, Tobias Jakob, Markus Fischer, Timo Kohlberger, Joachim Weickert, Ulrich Brüning, Christoph Schnörr
High performance cluster computing with 3-D nonlinear diffusion filters. Real Time Imaging 10 (1) (2004)
Andrés Bruhn, Joachim Weickert, Christian Feddern, Timo Kohlberger, Christoph Schnörr
Real-Time Optic Flow Computation with Variational Methods. CAIP (2003)
Timo Kohlberger, Étienne Mémin, Christoph Schnörr
Variational Dense Motion Estimation Using the Helmholtz Decomposition. Scale-Space (2003)
Timo Kohlberger, Christoph Schnörr, Étienne Mémin
Variational dense motion estimation using a div-curl high-order regularization. ISSPA (1) (2003)
Daniel Cremers, Timo Kohlberger, Christoph Schnörr
Shape statistics in kernel space for variational image segmentation. Pattern Recognit. 36 (9) (2003)
Timo Kohlberger, Christoph Schnörr, Andrés Bruhn, Joachim Weickert
Domain Decomposition for Parallel Variational Optical Flow Computation. DAGM-Symposium (2003)
Andrés Bruhn, Tobias Jakob, Markus Fischer, Timo Kohlberger, Joachim Weickert, Ulrich Brüning, Christoph Schnörr
Designing 3-D Nonlinear Diffusion Filters for High Performance Cluster Computing. DAGM-Symposium (2002)
Daniel Cremers, Timo Kohlberger, Christoph Schnörr
Nonlinear Shape Statistics in Mumford-Shah Based Segmentation. ECCV (2) (2002)
Daniel Cremers, Timo Kohlberger, Christoph Schnörr
Nonlinear Shape Statistics via Kernel Spaces. DAGM-Symposium (2001)

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Publication Activity (10 Years)

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Timo Kohlberger