Timo Kohlberger

32 papers C 1Journal 10Unranked 20

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Advancing Multimodal Medical Capabilities of Gemini. CoRR 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
2023	J	`jnl`	ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders. CoRR 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
2019	J	`jnl`	Whole-Slide Image Focus Quality: Automatic Assessment and Impact on AI Cancer Detection. CoRR Timo Kohlberger, Yun Liu, Melissa Moran, Po-Hsuan Cameron Chen, Trissia Brown, Craig H. Mermel, Jason D. Hipp, Martin C. Stumpe
2018	J	`jnl`	Microscope 2.0: An Augmented Reality Microscope with Real-time Artificial Intelligence Integration. CoRR 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
2017	J	`jnl`	Detecting Cancer Metastases on Gigapixel Pathology Images. CoRR 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
2014	—	`conf`	Lung Segmentation from CT with Severe Pathologies Using Anatomical Constraints. MICCAI (1) Neil Birkbeck, Timo Kohlberger, Jingdan Zhang, Michal Sofka, Jens N. Kaftan, Dorin Comaniciu, Shaohua Kevin Zhou
2012	—	`conf`	Automatic Segmentation of Unknown Objects, with Application to Baggage Security. ECCV (2) Leo J. Grady, Vivek Kumar Singh, Timo Kohlberger, Christopher V. Alvino, Claus Bahlmann
2012	—	`conf`	Evaluating Segmentation Error without Ground Truth. MICCAI (1) Timo Kohlberger, Vivek Kumar Singh, Christopher V. Alvino, Claus Bahlmann, Leo J. Grady
2012	—	`conf`	Luggage visualization and virtual unpacking. WASA Wei Li, Gianluca Paladini, Leo J. Grady, Timo Kohlberger, Vivek Kumar Singh, Claus Bahlmann
2012	—	`conf`	Precise Segmentation of Multiple Organs in CT Volumes Using Learning-Based Approach and Information Theory. MICCAI (2) Chao Lu, Yefeng Zheng, Neil Birkbeck, Jingdan Zhang, Timo Kohlberger, Christian Tietjen, Thomas Boettger, James S. Duncan, Shaohua Kevin Zhou
2011	—	`conf`	Advanced level set segmentation of the right atrium in MR. Image-Guided Procedures Siqi Chen, Timo Kohlberger, Klaus J. Kirchberg
2011	—	`conf`	Automatic Multi-organ Segmentation Using Learning-Based Segmentation and Level Set Optimization. MICCAI (3) Timo Kohlberger, Michal Sofka, Jingdan Zhang, Neil Birkbeck, Jens Wetzl, Jens N. Kaftan, Jérôme Declerck, Shaohua Kevin Zhou
2011	—	`conf`	Multi-stage Learning for Robust Lung Segmentation in Challenging CT Volumes. MICCAI (3) Michal Sofka, Jens Wetzl, Neil Birkbeck, Jingdan Zhang, Timo Kohlberger, Jens N. Kaftan, Jérôme Declerck, Shaohua Kevin Zhou
2009	—	`conf`	Organ Segmentation with Level Sets Using Local Shape and Appearance Priors. MICCAI (1) Timo Kohlberger, M. Gökhan Uzunbas, Christopher V. Alvino, Timor Kadir, Daniel O. Slosman, Gareth Funka-Lea
2007	—	`conf`	Soft Level Set Coupling for LV Segmentation in Gated Perfusion SPECT. MICCAI (1) Timo Kohlberger, Gareth Funka-Lea, Vladimir Desh
2007	—	`—`	Variational domain decomposition for parallel image processing. Timo Kohlberger
2006	—	`conf`	4D Shape Priors for a Level Set Segmentation of the Left Myocardium in SPECT Sequences. MICCAI (1) Timo Kohlberger, Daniel Cremers, Mikaël Rousson, Ramamani Ramaraj, Gareth Funka-Lea
2006	J	`jnl`	A Multigrid Platform for Real-Time Motion Computation with Discontinuity-Preserving Variational Methods. Int. J. Comput. Vis. Andrés Bruhn, Joachim Weickert, Timo Kohlberger, Christoph Schnörr
2005	—	`conf`	Discontinuity-Preserving Computation of Variational Optic Flow in Real-Time. Scale-Space Andrés Bruhn, Joachim Weickert, Timo Kohlberger, Christoph Schnörr
2005	J	`jnl`	Domain decomposition for variational optical-flow computation. IEEE Trans. Image Process. Timo Kohlberger, Christoph Schnörr, Andrés Bruhn, Joachim Weickert
2005	J	`jnl`	Variational optical flow computation in real time. IEEE Trans. Image Process. Andrés Bruhn, Joachim Weickert, Christian Feddern, Timo Kohlberger, Christoph Schnörr
2004	—	`conf`	Convex Set-Based Estimation of Image Flows. ICPR (1) Jing Yuan, Christoph Schnörr, Timo Kohlberger, Paul Ruhnau
2004	J	`jnl`	High performance cluster computing with 3-D nonlinear diffusion filters. Real Time Imaging Andrés Bruhn, Tobias Jakob, Markus Fischer, Timo Kohlberger, Joachim Weickert, Ulrich Brüning, Christoph Schnörr
2004	—	`conf`	Parallel Variational Motion Estimation by Domain Decomposition and Cluster Computing. ECCV (4) Timo Kohlberger, Christoph Schnörr, Andrés Bruhn, Joachim Weickert
2003	—	`conf`	Domain Decomposition for Parallel Variational Optical Flow Computation. DAGM-Symposium Timo Kohlberger, Christoph Schnörr, Andrés Bruhn, Joachim Weickert
2003	C	`conf`	Real-Time Optic Flow Computation with Variational Methods. CAIP Andrés Bruhn, Joachim Weickert, Christian Feddern, Timo Kohlberger, Christoph Schnörr
2003	J	`jnl`	Shape statistics in kernel space for variational image segmentation. Pattern Recognit. Daniel Cremers, Timo Kohlberger, Christoph Schnörr
2003	—	`conf`	Variational Dense Motion Estimation Using the Helmholtz Decomposition. Scale-Space Timo Kohlberger, Étienne Mémin, Christoph Schnörr
2003	—	`conf`	Variational dense motion estimation using a div-curl high-order regularization. ISSPA (1) Timo Kohlberger, Christoph Schnörr, Étienne Mémin
2002	—	`conf`	Designing 3-D Nonlinear Diffusion Filters for High Performance Cluster Computing. DAGM-Symposium Andrés Bruhn, Tobias Jakob, Markus Fischer, Timo Kohlberger, Joachim Weickert, Ulrich Brüning, Christoph Schnörr
2002	—	`conf`	Nonlinear Shape Statistics in Mumford-Shah Based Segmentation. ECCV (2) Daniel Cremers, Timo Kohlberger, Christoph Schnörr
2001	—	`conf`	Nonlinear Shape Statistics via Kernel Spaces. DAGM-Symposium Daniel Cremers, Timo Kohlberger, Christoph Schnörr