@article{MTMT:34745108,
	title = {Classification of colorectal primer carcinoma from normal colon with mid‐infrared spectra},
	url = {https://m2.mtmt.hu/api/publication/34745108},
	author = {Borkovits, B. and Kontsek, Endre and Pesti, Adrián István and Gordon, Péter and Gergely, Szilveszter and Csabai, I. and Kiss, András and Pollner, Péter},
	doi = {10.1002/cem.3542},
	journal-iso = {J CHEMOMETR},
	journal = {JOURNAL OF CHEMOMETRICS},
	unique-id = {34745108},
	issn = {0886-9383},
	abstract = {In this project, we used formalin‐fixed paraffin‐embedded (FFPE) tissue samples to measure thousands of spectra per tissue core with Fourier transform mid‐infrared spectroscopy using an FT‐IR imaging system. These cores varied between normal colon (NC) and colorectal primer carcinoma (CRC) tissues. We created a database to manage all the multivariate data obtained from the measurements. Then, we applied classifier algorithms to identify the tissue based on its yielded spectra. For classification, we used the random forest, a support vector machine, XGBoost, and linear discriminant analysis methods, as well as three deep neural networks. We compared two data manipulation techniques using these models and then applied filtering. In the end, we compared model performances via the sum of ranking differences (SRD).},
	year = {2024},
	eissn = {1099-128X},
	orcid-numbers = {Borkovits, B./0009-0004-0696-7586; Kontsek, Endre/0000-0002-8098-1392; Pesti, Adrián István/0000-0001-6706-6221; Gergely, Szilveszter/0000-0003-1945-526X; Csabai, I./0000-0001-9232-9898; Kiss, András/0000-0002-7453-3163; Pollner, Péter/0000-0003-0464-4893}
}

@article{MTMT:33785006,
	title = {Formation of amphibole lamellae in mantle pyroxene by fluid-mediated metasomatism: A focal plane array FTIR study from the Carpathian-Pannonian region},
	url = {https://m2.mtmt.hu/api/publication/33785006},
	author = {Liptai, Nóra and Lange, Thomas Pieter and Patkó, Levente and Aradi, László Előd and Berkesi, Márta and Peter, M. E. Tollan and José, Alberto Padrón-Navarta and Jörg, Hermann and Gergely, Szilveszter and Szabó, Csaba and Kovács, István János},
	doi = {10.2138/am-2022-8662},
	journal-iso = {AM MINERAL},
	journal = {AMERICAN MINERALOGIST},
	volume = {109},
	unique-id = {33785006},
	issn = {0003-004X},
	year = {2024},
	eissn = {1945-3027},
	pages = {87-102},
	orcid-numbers = {Liptai, Nóra/0000-0002-2464-2468; Lange, Thomas Pieter/0000-0002-8709-9239; Patkó, Levente/0000-0001-6007-3103; Aradi, László Előd/0000-0003-0276-3119; Berkesi, Márta/0000-0003-4380-057X; Gergely, Szilveszter/0000-0003-1945-526X; Szabó, Csaba/0000-0002-1580-6344; Kovács, István János/0000-0002-3488-3716}
}

@CONFERENCE{MTMT:34521795,
	title = {Intergrált Geodinamikai Állomások Kelet-Európában},
	url = {https://m2.mtmt.hu/api/publication/34521795},
	author = {Kovács, István János and Szabó, Csaba and Szakács, Alexandru and Lange, Thomas Pieter and Kővágó, Ákos and Gelencsér, Orsolya and Gál, Ágnes and Berkesi, Márta and Liptai, Nóra and Patkó, Levente and Gyila, Sándor and Gergely, Szilveszter and Jurdi, Dániel},
	booktitle = {XXIII. Székelyföldi Geológus Találkozó konferecia kötet},
	unique-id = {34521795},
	year = {2023},
	pages = {69-70},
	orcid-numbers = {Kovács, István János/0000-0002-3488-3716; Szabó, Csaba/0000-0002-1580-6344; Lange, Thomas Pieter/0000-0002-8709-9239; Gelencsér, Orsolya/0000-0001-8615-9298; Gál, Ágnes/0000-0001-5366-3340; Berkesi, Márta/0000-0003-4380-057X; Liptai, Nóra/0000-0002-2464-2468; Patkó, Levente/0000-0001-6007-3103; Gergely, Szilveszter/0000-0003-1945-526X}
}

@{MTMT:34397322,
	title = {A Sabar-hegy alatti felsőköpeny fejlődéstörténetének xenolitok alapján történő vizsgálata (Bakony–Balaton-felvidék Vulkáni Terület))},
	url = {https://m2.mtmt.hu/api/publication/34397322},
	author = {Patkó, Levente and Liptai, Nóra and Aradi, László Előd and Kovács, Zoltán and Kővágó, Ákos and Török, Kálmán and Gergely, Szilveszter and Kovács, István János and Szabó, Csaba and Berkesi, Márta},
	booktitle = {13. Kőzettani és Geokémiai Vándorgyűlés},
	unique-id = {34397322},
	year = {2023},
	pages = {59-60},
	orcid-numbers = {Patkó, Levente/0000-0001-6007-3103; Liptai, Nóra/0000-0002-2464-2468; Aradi, László Előd/0000-0003-0276-3119; Gergely, Szilveszter/0000-0003-1945-526X; Kovács, István János/0000-0002-3488-3716; Szabó, Csaba/0000-0002-1580-6344; Berkesi, Márta/0000-0003-4380-057X}
}

@article{MTMT:34131207,
	title = {Comparing the Performance of Raman and Near-Infrared Imaging in the Prediction of the In Vitro Dissolution Profile of Extended-Release Tablets Based on Artificial Neural Networks},
	url = {https://m2.mtmt.hu/api/publication/34131207},
	author = {Galata, Dorián László and Gergely, Szilveszter and Nagy, Rebeka and Slezsák, János and Ronkay, Ferenc György and Nagy, Zsombor Kristóf and Farkas, Attila},
	doi = {10.3390/ph16091243},
	journal-iso = {PHARMACEUTICALS-BASE},
	journal = {PHARMACEUTICALS},
	volume = {16},
	unique-id = {34131207},
	abstract = {In this work, the performance of two fast chemical imaging techniques, Raman and near-infrared (NIR) imaging is compared by utilizing these methods to predict the rate of drug release from sustained-release tablets. Sustained release is provided by adding hydroxypropyl methylcellulose (HPMC), as its concentration and particle size determine the dissolution rate of the drug. The chemical images were processed using classical least squares; afterwards, a convolutional neural network was applied to extract information regarding the particle size of HPMC. The chemical images were reduced to an average HPMC concentration and a predicted particle size value; these were used as inputs in an artificial neural network with a single hidden layer to predict the dissolution profile of the tablets. Both NIR and Raman imaging yielded accurate predictions. As the instrumentation of NIR imaging allows faster measurements than Raman imaging, this technique is a better candidate for implementing a real-time technique. The introduction of chemical imaging in the routine quality control of pharmaceutical products would profoundly change quality assurance in the pharmaceutical industry.},
	year = {2023},
	eissn = {1424-8247},
	orcid-numbers = {Gergely, Szilveszter/0000-0003-1945-526X; Ronkay, Ferenc György/0000-0003-0525-1493; Farkas, Attila/0000-0002-8877-2587}
}

@CONFERENCE{MTMT:34069125,
	title = {Integrated Geodynamic Stations in Central Europe},
	url = {https://m2.mtmt.hu/api/publication/34069125},
	author = {Kovács, István János and Szabó, Csaba and Szakács, Alexandru and Lange, Thomas Pieter and Kővágó, Ákos and Gelencsér, Orsolya and Gál, Ágnes and Berkesi, Márta and Liptai, Nóra and Patkó, Levente and Palcsu, László and Bozsó, István and Gergely, Szilveszter and Süle, Bálint and Novák, Attila and Wesztergom, Viktor},
	booktitle = {Goldschmidt 2023 Conference: abstracts},
	unique-id = {34069125},
	year = {2023},
	pages = {20764},
	orcid-numbers = {Kovács, István János/0000-0002-3488-3716; Szabó, Csaba/0000-0002-1580-6344; Lange, Thomas Pieter/0000-0002-8709-9239; Gelencsér, Orsolya/0000-0001-8615-9298; Gál, Ágnes/0000-0001-5366-3340; Berkesi, Márta/0000-0003-4380-057X; Liptai, Nóra/0000-0002-2464-2468; Patkó, Levente/0000-0001-6007-3103; Gergely, Szilveszter/0000-0003-1945-526X}
}

@CONFERENCE{MTMT:34069120,
	title = {Focal plane array FTIR imaging as a semi-quantitative tool to reveal the metasomatic origin of amphibole lamellae in pyroxenes of upper mantle xenoliths},
	url = {https://m2.mtmt.hu/api/publication/34069120},
	author = {Liptai, Nóra and Lange, Thomas Pieter and Patkó, Levente and Aradi, László Előd and Berkesi, Márta and Peter, M. E. Tollan and José, Alberto Padrón-Navarta and Jörg, Hermann and Gergely, Szilveszter and Szabó, Csaba and Kovács, István János},
	booktitle = {Goldschmidt 2023 Conference: abstracts},
	unique-id = {34069120},
	year = {2023},
	pages = {19320},
	orcid-numbers = {Liptai, Nóra/0000-0002-2464-2468; Lange, Thomas Pieter/0000-0002-8709-9239; Patkó, Levente/0000-0001-6007-3103; Aradi, László Előd/0000-0003-0276-3119; Berkesi, Márta/0000-0003-4380-057X; Gergely, Szilveszter/0000-0003-1945-526X; Szabó, Csaba/0000-0002-1580-6344; Kovács, István János/0000-0002-3488-3716}
}

@article{MTMT:34029345,
	title = {Towards circular plastics: Density and MFR prediction of PE with IR spectroscopic techniques},
	url = {https://m2.mtmt.hu/api/publication/34029345},
	author = {Bredács, M. and Geier, J. and Barretta, C. and Horvath, R. and Geiser, M. and Ander, K. and Oreski, G. and Gergely, Szilveszter},
	doi = {10.1016/j.polymertesting.2023.108094},
	journal-iso = {POLYM TEST},
	journal = {POLYMER TESTING},
	volume = {124},
	unique-id = {34029345},
	issn = {0142-9418},
	year = {2023},
	eissn = {1873-2348},
	orcid-numbers = {Gergely, Szilveszter/0000-0003-1945-526X}
}

@{MTMT:33917457,
	title = {A talaj hatása a feláramló többlet CO2 migrációjára},
	url = {https://m2.mtmt.hu/api/publication/33917457},
	author = {Csizmadia, A M and Bodóczy, I D and Kővágó, Ákos and Király, Csilla and Lange, Thomas Pieter and Gelencsér, Orsolya and Gergely, Szilveszter and Nagy, L V and Zacháry, Dóra and Jakab, Gergely Imre and Silye, K A and Szalai, Zoltán and Szabó, Cs and Kovács, István János},
	booktitle = {XVIII. Kárpát-medencei Környezettudományi konferencia = XVIII. Carpathian Basin Environmental Science Conference},
	unique-id = {33917457},
	year = {2023},
	pages = {43-44},
	orcid-numbers = {Lange, Thomas Pieter/0000-0002-8709-9239; Gelencsér, Orsolya/0000-0001-8615-9298; Gergely, Szilveszter/0000-0003-1945-526X; Zacháry, Dóra/0000-0001-8248-5571; Jakab, Gergely Imre/0000-0001-5424-1983; Szalai, Zoltán/0000-0001-5267-411X; Kovács, István János/0000-0002-3488-3716}
}

@{MTMT:33917392,
	title = {Talajszelvények vizsgálata sokváltozós adatelemzéssel segített Vis-NIR, FT-NIR és ATR FT-IR spektroszkópiai technikákkal = Examination of soil profiles with multivariate data analysis supported Vis-NIR, FTNIR and ATR FT-IR spectroscopic techniques},
	url = {https://m2.mtmt.hu/api/publication/33917392},
	author = {Nagy, L V and Slezsák, János and Salgó, András and Csizmadia, A M and Bodóczy, I D and Kővágó, Ákos and Király, Csilla and Lange, Thomas Pieter and Gelencsér, Orsolya and Zacháry, Dóra and Jakab, Gergely Imre and Silye, K A and Szalai, Zoltán and Szabó, Cs and Kovács, István János and Gergely, Szilveszter},
	booktitle = {XVIII. Kárpát-medencei Környezettudományi konferencia = XVIII. Carpathian Basin Environmental Science Conference},
	unique-id = {33917392},
	year = {2023},
	pages = {31-32},
	orcid-numbers = {Lange, Thomas Pieter/0000-0002-8709-9239; Gelencsér, Orsolya/0000-0001-8615-9298; Zacháry, Dóra/0000-0001-8248-5571; Jakab, Gergely Imre/0000-0001-5424-1983; Szalai, Zoltán/0000-0001-5267-411X; Kovács, István János/0000-0002-3488-3716; Gergely, Szilveszter/0000-0003-1945-526X}
}