Svitlana Zinger

According to our database1, Svitlana Zinger authored at least 70 papers between 2001 and 2020.

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Bibliography

2020
Towards Optical Imaging for Spine Tracking without Markers in Navigated Spine Surgery.
Sensors, 2020

Modeling clinical assessor intervariability using deep hypersphere encoder-decoder networks.
Neural Comput. Appl., 2020

A Bayesian method for inference of effective connectivity in brain networks for detecting the Mozart effect.
CoRR, 2020

Gradient Boosting on Decision Trees for Mortality Prediction in Transcatheter Aortic Valve Implantation.
CoRR, 2020

Inter-Center Cross-Validation and Finetuning without Patient Data Sharing for Predicting Transcatheter Aortic Valve Implantation Outcome.
Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

2019
From Detection of Individual Metastases to Classification of Lymph Node Status at the Patient Level: The CAMELYON17 Challenge.
IEEE Trans. Medical Imaging, 2019

Video-based discomfort detection for infants.
Mach. Vis. Appl., 2019

Automated tumor assessment of squamous cell carcinoma on tongue cancer patients with hyperspectral imaging.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

Cancer detection in mass spectrometry imaging data by dilated convolutional neural networks.
Proceedings of the Medical Imaging 2019: Digital Pathology, 2019

Mask-MCNet: Instance Segmentation in 3D Point Cloud of Intra-oral Scans.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Pseudo-labeled Bootstrapping and Multi-stage Transfer Learning for the Classification and Localization of Dysplasia in Barrett's Esophagus.
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

Dose distribution as outcome predictor for Gamma Knife radiosurgery on vestibular schwannoma.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

Cancer Detection in Mass Spectrometry Imaging Data by Recurrent Neural Networks.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Deep Learning Biopsy Marking of Early Neoplasia in Barrett's Esophagus by Combining WLE and BLI Modalities.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Informative Frame Classification of Endoscopic Videos Using Convolutional Neural Networks and Hidden Markov Models.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Towards non-invasive patient tracking: optical image analysis for spine tracking during spinal surgery procedures.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Wavelet coherence-based classifier: A resting-state functional MRI study on neurodynamics in adolescents with high-functioning autism.
Comput. Methods Programs Biomed., 2018

Predictive features for early cancer detection in Barrett's esophagus using Volumetric Laser Endomicroscopy.
Comput. Medical Imaging Graph., 2018

Robust and semantic needle detection in 3D ultrasound using orthogonal-plane convolutional neural networks.
Int. J. Comput. Assist. Radiol. Surg., 2018

Coherent needle detection in ultrasound volumes using 3D conditional random fields.
Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

Cancer detection in histopathology whole-slide images using conditional random fields on deep embedded spaces.
Proceedings of the Medical Imaging 2018: Digital Pathology, 2018

Deep Convolutional Gaussian Mixture Model for Stain-Color Normalization of Histopathological Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Quantitative CT based radiomics as predictor of resectability of pancreatic adenocarcinoma.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

MRI textures as outcome predictor for Gamma Knife radiosurgery on vestibular schwannoma.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Stain normalization of histopathology images using generative adversarial networks.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Automatic Detection of Early Esophageal Cancer with CNNS Using Transfer Learning.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Multispectral Image Analysis for Patient Tissue Tracking During Complex Interventions.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Bladder Cancer Segmentation on Multispectral Images.
Proceedings of the 12th International Conference on Distributed Smart Cameras, 2018

2017
Medical Instrument Detection in 3-Dimensional Ultrasound Data Volumes.
IEEE Trans. Medical Imaging, 2017

Fast scene analysis for surveillance & video databases.
IEEE Trans. Consumer Electron., 2017

Improving Needle Detection in 3D Ultrasound Using Orthogonal-Plane Convolutional Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Evaluation of image features and classification methods for Barrett's cancer detection using VLE imaging.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Fast semantic region analysis for surveillance & video databases.
Proceedings of the IEEE International Conference on Consumer Electronics, 2017

Improved Barrett's Cancer Detection in Volumetric Laser Endomicroscopy Scans Using Multiple-Frame Voting.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

2016
Accurate biopsy-needle depth estimation in limited-angle tomography using multi-view geometry.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

Sweet-spot training for early esophageal cancer detection.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Early esophageal cancer detection using RF classifiers.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Video-based discomfort detection for infants using a Constrained Local Model.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2016

Automatic assessment of informative frames in endoscopic video.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Training-free moving object detection system based on hierarchical color-guided motion segmentation.
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

Benchmarking of state-of-the-art needle detection algorithms in 3D ultrasound data volumes.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

Multi-resolution Gabor wavelet feature extraction for needle detection in 3D ultrasound.
Proceedings of the Eighth International Conference on Machine Vision, 2015

Real-time semantic context labeling for image understanding.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

On a patient-based ICT architecture for telehealth applications for increasing human empowerment.
Proceedings of the IEEE International Conference on Consumer Electronics, 2015

Vision-based pose and heart rate detection for rehabilitation cycling.
Proceedings of the IEEE International Conference on Consumer Electronics, 2015

Home video monitoring system for neurodegenerative diseases based on commercial HD cameras.
Proceedings of the IEEE 5th International Conference on Consumer Electronics - Berlin, 2015

2014
Supportive automatic annotation of early esophageal cancer using local gabor and color features.
Neurocomputing, 2014

Latency optimization for autostereoscopic volumetric visualization in image-guided interventions.
Neurocomputing, 2014

Video-based facial discomfort analysis for infants.
Proceedings of the Visual Information Processing and Communication V, 2014

Gabor-based needle detection and tracking in three-dimensional ultrasound data volumes.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

e-health video system for performance analysis in heart revalidation cycling.
Proceedings of the IEEE Fourth International Conference on Consumer Electronics Berlin, 2014

Context-based object-of-interest detection for a generic traffic surveillance analysis system.
Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

2013
Innovations in 3D Interventional X-ray Imaging.
Proceedings of the Handbook of Medical and Healthcare Technologies, 2013

ViCoMo: visual context modeling for scene understanding in video surveillance.
J. Electronic Imaging, 2013

Context modeling combined with motion analysis for moving ship detection in port surveillance.
J. Electronic Imaging, 2013

Evaluation and Comparison of Textural Feature Representation for the Detection of Early Stage Cancer in Endoscopy.
Proceedings of the VISAPP 2013, 2013

Computer-aided detection of early cancer in the esophagus using HD endoscopy images.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

2012
View Interpolation for Medical Images on Autostereoscopic Displays.
IEEE Trans. Circuits Syst. Video Technol., 2012

GPU-accelerated real-time free-viewpoint DIBR for 3DTV.
IEEE Trans. Consumer Electron., 2012

Water Region Detection Supporting Ship Identification in Port Surveillance.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012

2011
Real-time free-viewpoint DIBR on GPUs for large base-line multi-view 3DTV videos.
Proceedings of the 2011 IEEE Visual Communications and Image Processing, 2011

Detection of Human Groups in Videos.
Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

2010
Free-viewpoint depth image based rendering.
J. Vis. Commun. Image Represent., 2010

Conversion of free-viewpoint 3D multi-view video for stereoscopic displays.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Objective quality analysis for free-viewpoint DIBR.
Proceedings of the International Conference on Image Processing, 2010

2009
CMB Anisotropies Interpolation.
Proceedings of the IMAGAPP 2009, 2009

Region-based all-in-focus light field rendering.
Proceedings of the International Conference on Image Processing, 2009

Text-image alignment for historical handwritten documents.
Proceedings of the Document Recognition and Retrieval XVI, 2009

2006
Exploiting text for extracting image processing resources.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006

2001
Optimization of Watermarking Performances Using Error Correcting Codes and Repetition.
Proceedings of the Communications and Multimedia Security Issues of the New Century, 2001


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