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Paulina Koziol
Paulina Koziol
Doktorant, Instytut Fizyki Jądrowej Polskiej Akademii Nauk
Verified email at ifj.edu.pl
Title
Cited by
Cited by
Year
Comparison of spectral and spatial denoising techniques in the context of High Definition FT-IR imaging hyperspectral data
P Koziol, MK Raczkowska, J Skibinska, S Urbaniak-Wasik, ...
Scientific reports 8 (1), 14351, 2018
402018
Influence of denoising on classification results in the context of hyperspectral data: High definition FT-IR imaging
MK Raczkowska, P Koziol, S Urbaniak-Wasik, C Paluszkiewicz, ...
Analytica Chimica Acta 1085, 39-47, 2019
222019
Macromolecular orientation in biological tissues using a four-polarization method in FT-IR imaging
P Koziol, D Liberda, WM Kwiatek, TP Wrobel
Analytical Chemistry 92 (19), 13313-13318, 2020
192020
Denoising influence on discrete frequency classification results for quantum cascade laser based infrared microscopy
P Koziol, MK Raczkowska, J Skibinska, NJ McCollum, S Urbaniak-Wasik, ...
Analytica Chimica Acta 1051, 24-31, 2019
152019
Translation of an esophagus histopathological FT‐IR imaging model to a fast quantum cascade laser modality
D Liberda, M Hermes, P Koziol, N Stone, TP Wrobel
Journal of Biophotonics 13 (8), e202000122, 2020
112020
Mouse single oocyte imaging by MALDI-TOF MS for lipidomics
A Bodzon-Kulakowska, R Arena, P Mielczarek, K Hartman, P Kozoł, ...
Cytotechnology 72, 455–468, 2020
92020
Super-resolved 3D mapping of molecular orientation using vibrational techniques
P Koziol, K Kosowska, D Liberda, F Borondics, TP Wrobel
Journal of the American Chemical Society 144 (31), 14278-14287, 2022
82022
The impact of preprocessing methods for a successful prostate cell lines discrimination using partial least squares regression and discriminant analysis based on Fourier …
D Liberda, E Pięta, K Pogoda, N Piergies, M Roman, P Koziol, TP Wrobel, ...
Cells 10 (4), 953, 2021
82021
Comparison of the new mie extinction extended multiplicative scattering correction and resonant mie extended multiplicative scattering correction in transmission infrared …
TP Wrobel, D Liberda, P Koziol, C Paluszkiewicz, WM Kwiatek
Infrared Physics & Technology 107, 103291, 2020
82020
Spatially resolved macromolecular orientation in biological tissues using FT-IR imaging
K Kosowska, P Koziol, D Liberda, TP Wrobel
Clinical Spectroscopy 3, 100013, 2021
72021
Influence of interference effects on the spectral quality and histological classification by FT-IR imaging in transflection geometry
D Liberda, P Koziol, MK Raczkowska, WM Kwiatek, TP Wrobel
Analyst 146 (2), 646-654, 2021
62021
Spatial sampling effect on data structure and Random Forest classification of tissue types in High Definition and Standard Definition FT-IR imaging
D Liberda, K Kosowska, P Koziol, TP Wrobel
Chemometrics and Intelligent Laboratory Systems 217, 104407, 2021
52021
Noise-free simulation of an FT-IR imaging hyperspectral dataset of pancreatic biopsy core bound by experiment
TP Wrobel, P Koziol, MK Raczkowska, D Liberda, C Paluszkiewicz, ...
Scientific Data 6 (1), 239, 2019
52019
Comprehensive Histopathology Imaging in Pancreatic Biopsies: High Definition Infrared Imaging with Machine Learning Approach
D Liberda, P Koziol, TP Wrobel
International Journal of Biological Sciences 19 (10), 3200, 2023
22023
Pancreatic intraepithelial neoplasia detection and duct pathology grading using FT-IR imaging and machine learning
D Liberda-Matyja, P Koziol-Bohatkiewicz, TP Wrobel
Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 309, 123756, 2024
12024
Scattering correction for samples with cylindrical domains measured with polarized infrared spectroscopy
P Koziol, K Kosowska, P Korecki, TP Wrobel
Analytica Chimica Acta 1278, 341722, 2023
12023
Insight into Poly(l-lactic acid) Coexisting Amorphous and Semicrystalline Phases Using FT-IR Imaging and Four Polarization-Three Dimensional Macromolecular …
K Kosowska, P Koziol, M Roman, TP Wrobel
Macromolecules, 2024
2024
Fast cancer imaging in pancreatic biopsies using infrared imaging
P Koziol-Bohatkiewicz, D Liberda-Matyja, TP Wrobel
Analyst 149 (6), 1799-1806, 2024
2024
The Impact of Preprocessing Methods for a Successful Prostate Cell Lines Discrimination Using Partial Least Squares Regression and Discriminant Analysis Based on Fourier …
D Liberda, E Pieta, K Pogoda, N Piergies, M Roman, P Koziol, TP Wrobel, ...
s Note: MDPI stays neutral with regard to jurisdictional claims in published …, 2021
2021
Inside Cover
D Liberda, M Hermes, P Koziol, N Stone, TP Wrobel
Journal of Biophotonics 13 (8), e202070021, 2020
2020
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