Timo Kohlberger

发表

Automatic Assessment of Whole-Slide Image Quality and its Impact on AI Cancer Diagnosis

Timo Kohlberger, Martin C. Stumpe, Yun Liu, 2019 .

Probabilistic kernel PCA and its application to statistical shape modeling and inference

Daniel Cremers, Timo Kohlberger, D. Cremers, 2006 .

Artificial Intelligence-Based Breast Cancer Nodal Metastasis Detection: Insights Into the Black Box for Pathologists.

George E. Dahl, Mohammad Norouzi, L. Peng, 2018, Archives of pathology & laboratory medicine.

Informatik 3 / 2005 Domain Decomposition for Nonlinear Problems : A Control-Theoretic Approach

J. Weickert, Andrés Bruhn, C. Schnörr, 2022 .

A Multigrid Platform for Real-Time Motion Computation with Discontinuity-Preserving Variational Methods

Timo Kohlberger, Joachim Weickert, Christoph Schnörr, 2006, International Journal of Computer Vision.

An augmented reality microscope with real-time artificial intelligence integration for cancer diagnosis

Timo Kohlberger, Krishna Gadepalli, Yun Liu, 2019, Nature Medicine.

Whole-Slide Image Focus Quality: Automatic Assessment and Impact on AI Cancer Detection

Timo Kohlberger, Yun Liu, Martin C. Stumpe, 2019, Journal of pathology informatics.

Microscope 2.0: An Augmented Reality Microscope with Real-time Artificial Intelligence Integration pdf

Timo Kohlberger, Yun Liu, Jeffrey Dean, 2018, ArXiv.

High performance cluster computing with 3-D nonlinear diffusion filters

Timo Kohlberger, Joachim Weickert, Christoph Schnörr, 2004, Real Time Imaging.

4D Shape Priors for a Level Set Segmentation of the Left Myocardium in SPECT Sequences

Daniel Cremers, Timo Kohlberger, Gareth Funka-Lea, 2006, MICCAI.

Nonlinear Shape Statistics in Mumford-Shah Based Segmentation

Daniel Cremers, Timo Kohlberger, Christoph Schnörr, 2002, ECCV.

Nonlinear Shape Statistics via Kernel Spaces

Daniel Cremers, Timo Kohlberger, Christoph Schnörr, 2001, DAGM-Symposium.

Detecting Cancer Metastases on Gigapixel Pathology Images pdf

Aleksey Boyko, Timo Kohlberger, Yun Liu, 2017, ArXiv.

Lung Segmentation from CT with Severe Pathologies Using Anatomical Constraints

Timo Kohlberger, Dorin Comaniciu, Shaohua Kevin Zhou, 2014, MICCAI.

Evaluating Segmentation Error without Ground Truth

Timo Kohlberger, Vivek Kumar Singh, Christopher V. Alvino, 2012, MICCAI.

Automatic Segmentation of Unknown Objects, with Application to Baggage Security

Timo Kohlberger, Vivek Kumar Singh, Christopher V. Alvino, 2012, ECCV.

Domain decomposition for variational optical-flow computation

Timo Kohlberger, Joachim Weickert, Christoph Schnörr, 2005, IEEE Transactions on Image Processing.

Universität Des Saarlandes Fachrichtung 6.1 – Mathematik Variational Optic Flow Computation in Real-time Variational Optic Flow Computation in Real-time

Timo Kohlberger, Joachim Weickert, Christoph Schnörr, 2022 .

Discontinuity-Preserving Computation of Variational Optic Flow in Real-Time

Timo Kohlberger, Joachim Weickert, Christoph Schnörr, 2005, Scale-Space.

Parallel Variational Motion Estimation by Domain Decomposition and Cluster Computing

Timo Kohlberger, Joachim Weickert, Christoph Schnörr, 2004, ECCV.

Domain Decomposition for Parallel Variational Optical Flow Computation

Timo Kohlberger, Joachim Weickert, Christoph Schnörr, 2003, DAGM-Symposium.

Real-Time Optic Flow Computation with Variational Methods

Timo Kohlberger, Joachim Weickert, Christoph Schnörr, 2003, CAIP.

Shape statistics in kernel space for variational image segmentation

Daniel Cremers, Timo Kohlberger, Christoph Schnörr, 2003, Pattern Recognit..

Variational optical flow estimation for particle image velocimetry

Timo Kohlberger, Christoph Schnörr, Paul Ruhnau, 2005 .

Automatic Multi-organ Segmentation Using Learning-Based Segmentation and Level Set Optimization

Timo Kohlberger, Shaohua Kevin Zhou, Jens Wetzl, 2011, MICCAI.

Advanced level set segmentation of the right atrium in MR

Timo Kohlberger, Klaus J. Kirchberg, Siqi Chen, 2011, Medical Imaging.

Organ Segmentation with Level Sets Using Local Shape and Appearance Priors

Timo Kohlberger, Christopher V. Alvino, Gareth Funka-Lea, 2009, MICCAI.

Soft Level Set Coupling for LV Segmentation in Gated Perfusion SPECT

Timo Kohlberger, Gareth Funka-Lea, Vladimir Desh, 2007, MICCAI.

Robust Segmentation of Challenging Lungs in CT using Multi-Stage Learning and Level Se

Timo Kohlberger, Shaohua Kevin Zhou, Jens Wetzl, 2013 .

Multi-stage Learning for Robust Lung Segmentation in Challenging CT Volumes

Timo Kohlberger, Shaohua Kevin Zhou, Jens Wetzl, 2011, MICCAI.

Variational Dense Motion Estimation Using the Helmholtz Decomposition

Timo Kohlberger, Christoph Schnörr, Étienne Mémin, 2003, Scale-Space.

ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders

Martin Q. Ma, Sreenivasa Raju Kalidindi, G. Corrado, 2023, ArXiv.

Luggage visualization and virtual unpacking

Wei Li, Timo Kohlberger, Vivek Kumar Singh, 2012, WASA '12.

Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians

Krzysztof J. Geras, Pushmeet Kohli, Krishnamurthy Dvijotham, 2023, Nature Medicine.