Advancing Multimodal Medical Capabilities of Gemini - 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; et al. (CoRR, 2024)

ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders - 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; et al. (CoRR, 2023)

Whole-Slide Image Focus Quality: Automatic Assessment and Impact on AI Cancer Detection - Timo Kohlberger; Yun Liu; Melissa Moran; Po-Hsuan Cameron Chen; Trissia Brown; Craig H. Mermel; Jason D. Hipp; Martin C. Stumpe (CoRR, 2019)

Microscope 2.0: An Augmented Reality Microscope with Real-time Artificial Intelligence Integration - 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 (CoRR, 2018)

Detecting Cancer Metastases on Gigapixel Pathology Images - 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; et al. (CoRR, 2017)

Lung Segmentation from CT with Severe Pathologies Using Anatomical Constraints - Neil Birkbeck; Timo Kohlberger; Jingdan Zhang; Michal Sofka; Jens N. Kaftan; Dorin Comaniciu; Shaohua Kevin Zhou (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 - 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part I, 2014)

Automatic Segmentation of Unknown Objects, with Application to Baggage Security - Leo J. Grady; Vivek Kumar Singh; Timo Kohlberger; Christopher V. Alvino; Claus Bahlmann (Computer Vision - ECCV 2012 - 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part II, 2012)

Precise Segmentation of Multiple Organs in CT Volumes Using Learning-Based Approach and Information Theory - Chao Lu; Yefeng Zheng; Neil Birkbeck; Jingdan Zhang; Timo Kohlberger; Christian Tietjen; Thomas Boettger; James S. Duncan; Shaohua Kevin Zhou (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part II, 2012)

Evaluating Segmentation Error without Ground Truth - Timo Kohlberger; Vivek Kumar Singh; Christopher V. Alvino; Claus Bahlmann; Leo J. Grady (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part I, 2012)

Luggage visualization and virtual unpacking - Wei Li; Gianluca Paladini; Leo J. Grady; Timo Kohlberger; Vivek Kumar Singh; Claus Bahlmann (Proceedings of the Workshop at SIGGRAPH Asia, WASA 2012, Singapore, November 26-27, 2012, 2012)

Automatic Multi-organ Segmentation Using Learning-Based Segmentation and Level Set Optimization - Timo Kohlberger; Michal Sofka; Jingdan Zhang; Neil Birkbeck; Jens Wetzl; Jens N. Kaftan; Jérôme Declerck; Shaohua Kevin Zhou (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011 - 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part III, 2011)

Multi-stage Learning for Robust Lung Segmentation in Challenging CT Volumes - Michal Sofka; Jens Wetzl; Neil Birkbeck; Jingdan Zhang; Timo Kohlberger; Jens N. Kaftan; Jérôme Declerck; Shaohua Kevin Zhou (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011 - 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part III, 2011)

Advanced level set segmentation of the right atrium in MR - Siqi Chen; Timo Kohlberger; Klaus J. Kirchberg (Medical Imaging 2011: Visualization, Image-Guided Procedures, and Modeling, Lake Buena Vista (Orlando), Florida, United States, 12-17 February 2011, 2011)

Organ Segmentation with Level Sets Using Local Shape and Appearance Priors - Timo Kohlberger; M. Gökhan Uzunbas; Christopher V. Alvino; Timor Kadir; Daniel O. Slosman; Gareth Funka-Lea (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2009, 12th International Conference, London, UK, September 20-24, 2009, Proceedings, Part II, 2009)

Variational domain decomposition for parallel image processing - Timo Kohlberger (University of Mannheim, Germany, 2007)

Soft Level Set Coupling for LV Segmentation in Gated Perfusion SPECT - Timo Kohlberger; Gareth Funka-Lea; Vladimir Desh (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29 - November 2, 2007, Proceedings, Part I, 2007)

A Multigrid Platform for Real-Time Motion Computation with Discontinuity-Preserving Variational Methods - Andrés Bruhn; Joachim Weickert; Timo Kohlberger; Christoph Schnörr (Int. J. Comput. Vis., 2006)

4D Shape Priors for a Level Set Segmentation of the Left Myocardium in SPECT Sequences - Timo Kohlberger; Daniel Cremers; Mikaël Rousson; Ramamani Ramaraj; Gareth Funka-Lea (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2006, 9th International Conference, Copenhagen, Denmark, October 1-6, 2006, Proceedings, Part I, 2006)

Variational optical flow computation in real time - Andrés Bruhn; Joachim Weickert; Christian Feddern; Timo Kohlberger; Christoph Schnörr (IEEE Trans. Image Process., 2005)

Domain decomposition for variational optical-flow computation - Timo Kohlberger; Christoph Schnörr; Andrés Bruhn; Joachim Weickert (IEEE Trans. Image Process., 2005)

Discontinuity-Preserving Computation of Variational Optic Flow in Real-Time - Andrés Bruhn; Joachim Weickert; Timo Kohlberger; Christoph Schnörr (Scale Space and PDE Methods in Computer Vision, 5th International Conference, Scale-Space 2005, Hofgeismar, Germany, April 7-9, 2005, Proceedings, 2005)

High performance cluster computing with 3-D nonlinear diffusion filters - Andrés Bruhn; Tobias Jakob; Markus Fischer; Timo Kohlberger; Joachim Weickert; Ulrich Brüning; Christoph Schnörr (Real Time Imaging, 2004)

Parallel Variational Motion Estimation by Domain Decomposition and Cluster Computing - Timo Kohlberger; Christoph Schnörr; Andrés Bruhn; Joachim Weickert (Computer Vision - ECCV 2004, 8th European Conference on Computer Vision, Prague, Czech Republic, May 11-14, 2004. Proceedings, Part IV, 2004)

Convex Set-Based Estimation of Image Flows - Jing Yuan; Christoph Schnörr; Timo Kohlberger; Paul Ruhnau (17th International Conference on Pattern Recognition, ICPR 2004, Cambridge, UK, August 23-26, 2004, 2004)

Shape statistics in kernel space for variational image segmentation - Daniel Cremers; Timo Kohlberger; Christoph Schnörr (Pattern Recognit., 2003)

Real-Time Optic Flow Computation with Variational Methods - Andrés Bruhn; Joachim Weickert; Christian Feddern; Timo Kohlberger; Christoph Schnörr (Computer Analysis of Images and Patterns, 10th International Conference, CAIP 2003, Groningen, The Netherlands, August 25-27, 2003, Proceedings, 2003)

Domain Decomposition for Parallel Variational Optical Flow Computation - Timo Kohlberger; Christoph Schnörr; Andrés Bruhn; Joachim Weickert (Pattern Recognition, 25th DAGM Symposium, Magdeburg, Germany, September 10-12, 2003, Proceedings, 2003)

Variational dense motion estimation using a div-curl high-order regularization - Timo Kohlberger; Christoph Schnörr; Étienne Mémin (Seventh International Symposium on Signal Processing and Its Applications, ISSPA 2003, July 1-4, 2003, Paris, France, Proceedings, Volume 1, 2003)

Variational Dense Motion Estimation Using the Helmholtz Decomposition - Timo Kohlberger; Étienne Mémin; Christoph Schnörr (Scale Space Methods in Computer Vision, 4th International Conference, Scale-Space 2003, Isle of Skye, UK, June 10-12, 2003, Proceedings, 2003)

Designing 3-D Nonlinear Diffusion Filters for High Performance Cluster Computing - Andrés Bruhn; Tobias Jakob; Markus Fischer; Timo Kohlberger; Joachim Weickert; Ulrich Brüning; Christoph Schnörr (Pattern Recognition, 24th DAGM Symposium, Zurich, Switzerland, September 16-18, 2002, Proceedings, 2002)

Nonlinear Shape Statistics in Mumford-Shah Based Segmentation - Daniel Cremers; Timo Kohlberger; Christoph Schnörr (Computer Vision - ECCV 2002, 7th European Conference on Computer Vision, Copenhagen, Denmark, May 28-31, 2002, Proceedings, Part II, 2002)

Nonlinear Shape Statistics via Kernel Spaces - Daniel Cremers; Timo Kohlberger; Christoph Schnörr (Pattern Recognition, 23rd DAGM-Symposium, Munich, Germany, September 12-14, 2001, Proceedings, 2001)