Articles by Ivan Ezhov

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Ivan Ezhov

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Redefining spectral unmixing for in-vivo brain tissue analysis from hyperspectral imaging

6 March 2025 by Martin Hartenberger and others

Medical Physics, Quantitative Methods

Redefining spectral unmixing for in-vivo brain tissue analysis from hyperspectral imaging

28 February 2025 by Martin Hartenberger and others at

Technical University of Munich

Medical Physics, Quantitative Methods

Efficient Deep Learning-based Forward Solvers for Brain Tumor Growth Models

14 January 2025 by Zeineb Haouari and others

Computer Vision and Pattern Recognition, Machine Learning

Spatial Brain Tumor Concentration Estimation for Individualized Radiotherapy Planning

18 December 2024 by Jonas Weidner and others

Medical Physics, Computer Vision and Pattern Recognition

MultiOrg: A Multi-rater Organoid-detection Dataset

11 December 2024 by Christina Bukas and others

Computer Vision and Pattern Recognition, Cell Behavior

Neural Network Surrogate and Projected Gradient Descent for Fast and Reliable Finite Element Model Calibration: a Case Study on an Intervertebral Disc

9 December 2024 by Matan Atad and others

Machine Learning

The Brain Tumor Segmentation (BraTS-METS) Challenge 2023: Brain Metastasis Segmentation on Pre-treatment MRI

9 December 2024 by Ahmed Moawad and others at

Yale School of Medicine

Other Quantitative Biology, Image and Video Processing

Cross-domain and Cross-dimension Learning for Image-to-Graph Transformers

5 December 2024 by Alexander Berger and others at

Technical University of Munich

Computer Vision and Pattern Recognition, Artificial Intelligence

The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn)

24 November 2024 by Hongwei Bran Li and others

Image and Video Processing, Computer Vision and Pattern Recognition

A Learnable Prior Improves Inverse Tumor Growth Modeling

6 November 2024 by Jonas Weidner and others at

Technical University of Munich

Medical Physics, Artificial Intelligence

FedPID: An Aggregation Method for Federated Learning

4 November 2024 by Leon Mächler and others

Machine Learning, Cryptography and Security

Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization

30 October 2024 by Michal Balcerak and others at

Technical University of Munich

Computer Vision and Pattern Recognition, Medical Physics

The Brain Tumor Segmentation (BraTS) Challenge: Local Synthesis of Healthy Brain Tissue via Inpainting

22 September 2024 by Florian Kofler and others

Image and Video Processing, Computer Vision and Pattern Recognition

Personalized Predictions of Glioblastoma Infiltration: Mathematical Models, Physics-Informed Neural Networks and Multimodal Scans

16 August 2024 by Ray Zirui Zhang and others at

UC Irvine

Machine Learning, Image and Video Processing

Learnable real-time inference of molecular composition from diffuse spectroscopy of brain tissue

15 August 2024 by Ivan Ezhov and others at

Technical University of Munich

Biological Physics, Image and Video Processing

BraTS-PEDs: Results of the Multi-Consortium International Pediatric Brain Tumor Segmentation Challenge 2023

16 July 2024 by Anahita Fathi Kazerooni and others

Image and Video Processing, Computer Vision and Pattern Recognition

The Brain Tumor Segmentation in Pediatrics (BraTS-PEDs) Challenge: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)

11 July 2024 by Anahita Fathi Kazerooni and others

Computer Vision and Pattern Recognition, Image and Video Processing

Framing image registration as a landmark detection problem for label-noise-aware task representation (HitR)

1 July 2024 by Diana Waldmannstetter and others

Image and Video Processing, Computer Vision and Pattern Recognition

QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge

24 June 2024 by Hongwei Bran Li and others

Image and Video Processing, Computer Vision and Pattern Recognition

A digital instrument simulator to optimize the development of hyperspectral systems: application for intraoperative functional brain mapping

3 June 2024 by Charly Caredda and others

Medical Physics

A transportable hyperspectral imaging setup based on fast, high-density spectral scanning for in situ quantitative biochemical mapping of fresh tissue biopsies

31 May 2024 by Luca Giannoni and others

Medical Physics, Biological Physics

The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)

23 May 2024 by Anahita Fathi Kazerooni and others at

Technical University of Munich

Image and Video Processing, Computer Vision and Pattern Recognition

Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge

16 May 2024 by Dominic Labella and others

Image and Video Processing, Computer Vision and Pattern Recognition

Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA

29 April 2024 by Kaiyuan Yang and others

Computer Vision and Pattern Recognition, Machine Learning

Individualizing Glioma Radiotherapy Planning by Optimization of Data and Physics-Informed Discrete Loss

14 April 2024 by Michal Balcerak and others

Medical Physics, Numerical Analysis

A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge

3 April 2024 by Ezequiel De La Rosa and others

Image and Video Processing, Computer Vision and Pattern Recognition

Panoptica -- instance-wise evaluation of 3D semantic and instance segmentation maps

5 December 2023 by Florian Kofler and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Identifying chromophore fingerprints of brain tumor tissue on hyperspectral imaging using principal component analysis

16 October 2023 by Ivan Ezhov and others

Quantitative Methods, Data Analysis, Statistics and Probability

Primitive Simultaneous Optimization of Similarity Metrics for Image Registration

12 October 2023 by Diana Waldmannstetter and others

Image and Video Processing, Computer Vision and Pattern Recognition

A skeletonization algorithm for gradient-based optimization

5 September 2023 by Martin Menten and others

Computer Vision and Pattern Recognition

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Computer Vision and Pattern Recognition Image and Video Processing Machine Learning Artificial Intelligence Quantitative Methods Medical Physics Numerical Analysis Computational Engineering, Finance, and Science Biological Physics Optics Tissues and Organs Data Analysis, Statistics and Probability Other Quantitative Biology