Publications by authors named "Pawel Jakubczyk"

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Automated identification of class-separating principal component subspaces in biomedical Raman and Fourier Transform Infrared Spectroscopy.
Dorota Jakubczyk, Jan Jakub Kęsik, Piotr Terlecki, Marek Iłżecki, Paweł Jakubczyk

Spectrochim Acta A Mol Biomol Spectrosc· March 2026

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Proton beam-induced effects of platinum nanoparticles and their intracellular localization.
Josephine Courouble, Bartosz Klebowski, Olivier Seksek, Pawel Jakubczyk, Sandrine Lacombe

Colloids Surf B Biointerfaces· January 2026

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Serum Fourier-Transform Infrared Spectroscopy with Machine Learning for Screening of Pediatric Acute Lymphoblastic Leukemia: A Proof-of-Concept Study.
Aneta Kowal, Paweł Jakubczyk, Wioletta Bal, Zuzanna Piasecka, Klaudia Szuler

Cancers (Basel)· November 2025

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Differentiation of glioblastoma G4 and two types of meningiomas using FTIR spectra and machine learning.
Bartłomiej Tołpa, Wiesław Paja, Paweł Jakubczyk, Kornelia Łach, Elżbieta Trojnar

Anal Biochem· April 2025

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Detection of serum composition in pediatric inflammatory multisystem syndrome associated with SARS-CoV-2 and the response for the treatment by FTIR.
Joanna Depciuch, Izabela Sieminska, Pawel Jakubczyk, Bartosz Klebowski, Katarzyna Ptak

Sci Rep· February 2025

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Determination of spectroscopy marker of atherosclerotic carotid stenosis using FTIR-ATR combined with machine learning and chemometrics analyses.
Jan Jakub Kęsik, Wiesław Paja, Pawel Jakubczyk, Maryna Khalavka, Piotr Terlecki

Nanomedicine· November 2024

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Modeling Absorption Dynamics of Differently Shaped Gold Glioblastoma and Colon Cells Based on Refractive Index Distribution in Holotomographic Imaging.
Joanna Depciuch, Paweł Jakubczyk, Dorota Jakubczyk, Bartosz Klebowski, Justyna Miszczyk

Small· September 2024

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Application of Fourier Transform InfraRed spectroscopy of machine learning with Support Vector Machine and principal components analysis to detect biochemical changes in dried serum of patients with primary myelofibrosis.
Zozan Guleken, Zeynep Ceylan, Aynur Aday, Ayşe Gül Bayrak, İpek Yönal Hindilerden, Paweł Jakubczyk, Dorota Jakubczyk

Biochim Biophys Acta Gen Subj· October 2023

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Chemical changes in childhood obesity blood as a marker of the disease. A Raman-based machine learning study.
Zozan Guleken, Zeynep Ceylan, Serpil Çeçen, Dorota Jakubczyk, Pawel Jakubczyk

J Pharm Biomed Anal· September 2023

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Detection of primary myelofibrosis in blood serum via Raman spectroscopy assisted by machine learning approaches; correlation with clinical diagnosis.
Zozan Guleken, Zeynep Ceylan, Aynur Aday, Ayşe Gül Bayrak, İpek Yönal Hindilerden, Paweł Jakubczyk, Dorota Jakubczyk

Nanomedicine· September 2023

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FTIR- based serum structure analysis in molecular diagnostics of essential thrombocythemia disease.
Zozan Guleken, Zeynep Ceylan, Aynur Aday, Ayşe Gül Bayrak, İpek Yönal Hindilerden, Paweł Jakubczyk, Dorota Jakubczyk

J Photochem Photobiol B· August 2023

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Optical monitoring of hemodialysis using noninvasive measurement of uric acid in the dialysate.
Wojciech Żyłka, Krystyna Tęcza, Krzysztof Szemela, Piotr Prach, Marta Żyłka, Dorota Jakubczyk, Paweł Jakubczyk

Sci Rep· August 2023

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Application of Fourier transform infrared spectroscopy to detect biochemical changes in blood serum of obese patients.
Zozan Guleken, Serpil Çeçen, Zeynep Ceylan, Paweł Jakubczyk, Joanna Depciuch

J Biophotonics· June 2023

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Fourier transform infrared spectroscopic marker of glioblastoma obtained from machine learning and changes in the spectra.
Bartłomiej Tołpa, Joanna Depciuch, Paweł Jakubczyk, Wiesław Paja, Krzysztof Pancerz

Photodiagnosis Photodyn Ther· June 2023

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An application of raman spectroscopy in combination with machine learning to determine gastric cancer spectroscopy marker.
Zozan Guleken, Paweł Jakubczyk, Wiesław Paja, Krzysztof Pancerz, Agnieszka Wosiak

Comput Methods Programs Biomed· June 2023

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Raman spectroscopy-based biomarker screening by studying the fingerprint and lipid characteristics of Polycythem..a Vera cases blood serum.
Zozan Guleken, Joanna Depciuch, Zeynep Ceylan, Paweł Jakubczyk, Dorota Jakubczyk

Photodiagnosis Photodyn Ther· June 2023

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Increased levels of nerve growth factor accompany oxidative load in recurrent pregnancy loss. Machine learning applied to FT-Raman spectra study.
Joanna Depciuch, Paweł Jakubczyk, Wiesław Paja, Krzysztof Pancerz, Agnieszka Wosiak

Bioprocess Biosyst Eng· April 2023

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Infrared Spectroscopy as a Potential Diagnostic Tool for Medulloblastoma.
Kornelia Łach, Aneta Kowal, Marta Perek-Polnik, Paweł Jakubczyk, Christopher J Arthur

Molecules· March 2023

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Correlation between human colon cancer specific antigens and Raman spectra. Attempting to use Raman spectroscopy in the determination of tumor markers for colon cancer.
Joanna Depciuch, Paweł Jakubczyk, Wiesław Paja, Krzysztof Pancerz, Agnieszka Wosiak

Nanomedicine· February 2023

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Low-temperature behavior of the O(N) models below two dimensions.
Andrzej Chlebicki, Pawel Jakubczyk

Phys Rev E· January 2023

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Blood serum lipid profiling may improve the management of recurrent miscarriage: a combination of machine learning of mid-infrared spectra and biochemical assays.
Zozan Guleken, Pınar Yalçın Bahat, Ömer Faruk Toto, Huri Bulut, Paweł Jakubczyk

Anal Bioanal Chem· December 2022

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Z_{4}-symmetric perturbations to the XY model from functional renormalization.
Andrzej Chlebicki, Carlos A Sánchez-Villalobos, Pawel Jakubczyk, Nicolás Wschebor

Phys Rev E· December 2022

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Apocynin reduces cytotoxic effects of monosodium glutamate in the brain: A spectroscopic, oxidative load, and machine learning study.
Joanna Depciuch, Paweł Jakubczyk, Wiesław Paja, Jaromir Sarzyński, Krzysztof Pancerz

Spectrochim Acta A Mol Biomol Spectrosc· October 2022

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Determination of idiopathic female infertility from infrared spectra of follicle fluid combined with gonadotrophin levels, multivariate analysis and machine learning methods.
Paweł Jakubczyk, Wiesław Paja, Krzysztof Pancerz, Jozef Cebulski, Joanna Depciuch

Photodiagnosis Photodyn Ther· June 2022

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Development of novel spectroscopic and machine learning methods for the measurement of periodic changes in COVID-19 antibody level.
Zozan Guleken, Yeşim Tuyji Tok, Paweł Jakubczyk, Wiesław Paja, Krzysztof Pancerz

Measurement (Lond)· June 2022

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