Kristen M. Meiburger
Orcid: 0000-0002-7302-6135
According to our database1,
Kristen M. Meiburger
authored at least 39 papers
between 2011 and 2024.
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Bibliography
2024
cyto-Knet: An instance segmentation approach for multiple myeloma plasma cells using conditional kernels.
Int. J. Imaging Syst. Technol., January, 2024
Hybrid Wavelet-Deep Learning Framework for Fluorescence Microscopy Images Enhancement.
Int. J. Imaging Syst. Technol., 2024
Generative models for color normalization in digital pathology and dermatology: Advancing the learning paradigm.
Expert Syst. Appl., 2024
All you need is data preparation: A systematic review of image harmonization techniques in Multi-center/device studies for medical support systems.
Comput. Methods Programs Biomed., 2024
Softmax-Driven Active Shape Model for Segmenting Crowded Objects in Digital Pathology Images.
IEEE Access, 2024
CAROTIDNet: A Novel Carotid Symptomatic/Asymptomatic Plaque Detection System Using CNN-Based Tangent Optimization Algorithm in B-Mode Ultrasound Images.
IEEE Access, 2024
2023
Can multiple segmentation methods enhance deep learning networks generalization? A novel hybrid learning paradigm.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, 2023
Exploring the Impact of Learning Paradigms on Network Generalization: A Multi-Center IMT Study.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023
2022
Integration of Deep Learning and Active Shape Models for More Accurate Prostate Segmentation in 3D MR Images.
J. Imaging, 2022
DermoCC-GAN: A new approach for standardizing dermatological images using generative adversarial networks.
Comput. Methods Programs Biomed., 2022
Carotid Ultrasound Boundary Study (CUBS): Technical considerations on an open multi-center analysis of computerized measurement systems for intima-media thickness measurement on common carotid artery longitudinal B-mode ultrasound scans.
Comput. Biol. Medicine, 2022
Detecting anatomical characteristics of single motor units by combining high density electromyography and ultrafast ultrasound: a simulation study.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
The impact of pre- and post-image processing techniques on deep learning frameworks: A comprehensive review for digital pathology image analysis.
Comput. Biol. Medicine, 2021
Deep learning segmentation of transverse musculoskeletal ultrasound images for neuromuscular disease assessment.
Comput. Biol. Medicine, 2021
2020
Automated detection of calcified plaque using higher-order spectra cumulant technique in computer tomography angiography images.
Int. J. Imaging Syst. Technol., 2020
Comparison of Histogram-based Textural Features between Cancerous and Normal Prostatic Tissue in Multiparametric Magnetic Resonance Images.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Automatic segmentation of ultrasound images of gastrocnemius medialis with different echogenicity levels using convolutional neural networks.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Automatic detection of ischemic stroke using higher order spectra features in brain MRI images.
Cogn. Syst. Res., 2019
Automated plaque classification using computed tomography angiography and Gabor transformations.
Artif. Intell. Medicine, 2019
A Novel Algorithm for Breast Lesion Detection Using Textons and Local Configuration Pattern Features With Ultrasound Imagery.
IEEE Access, 2019
Non-invasive analysis of actinic keratosis using a cold stimulation and near-infrared spectroscopy.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Automatic Extraction of Dermatological Parameters from Nevi Using an Inexpensive Smartphone Microscope: A Proof of Concept.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
An efficient data mining framework for the characterization of symptomatic and asymptomatic carotid plaque using bidimensional empirical mode decomposition technique.
Medical Biol. Eng. Comput., 2018
Automated detection and classification of liver fibrosis stages using contourlet transform and nonlinear features.
Comput. Methods Programs Biomed., 2018
Optimized multi-level elongated quinary patterns for the assessment of thyroid nodules in ultrasound images.
Comput. Biol. Medicine, 2018
Automated localization and segmentation techniques for B-mode ultrasound images: A review.
Comput. Biol. Medicine, 2018
2015
Quantitative Ultrasound and Photoacoustic Imaging Techniques for the Assessment of Architectural and Vascular Parameters.
PhD thesis, 2015
Empirical mode decomposition analysis of near-infrared spectroscopy muscular signals to assess the effect of physical activity in type 2 diabetic patients.
Comput. Biol. Medicine, 2015
2013
Inter- and intra-observer variability analysis of completely automated cIMT measurement software (AtheroEdge™) and its benchmarking against commercial ultrasound scanner and expert Readers.
Comput. Biol. Medicine, 2013
Automated IMT estimation and BMI correlation using a low-quality carotid ultrasound image database from India.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Ultrasound IMT measurement on a multi-ethnic and multi-institutional database: Our review and experience using four fully automated and one semi-automated methods.
Comput. Methods Programs Biomed., 2012
Distal wall delineation using automated Dual Snake paradigm: A multi-center and multi-ethnic carotid ultrasound evaluation.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Carotid IMT variability (IMTV): Its design and validation in symptomatic vs. asymptomatic 142 Italian population.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Completely automated robust edge snapper for carotid ultrasound IMT measurement on a multi-institutional database of 300 images.
Medical Biol. Eng. Comput., 2011
CAUDLES-EF: Carotid Automated Ultrasound Double Line Extraction System Using Edge Flow.
J. Digit. Imaging, 2011
Automated high-performance cIMT measurement techniques using patented AtheroEdge™: A screening and home monitoring system.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
CARES 3.0: A two stage system combining feature-based recognition and edge-based segmentation for CIMT measurement on a multi-institutional ultrasound database of 300 images.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011