Projects funded by the NCN
Improvement of histopathological classification based on chemical FT-IR imaging with data augmentation
2019/35/N/ST4/01809
Keywords:
data augumentation classification IR imaging infrared spectroscopy
Descriptors:
- ST4_002:
- ST4_001:
- ST6_011:
Panel:
ST4 - Chemistry: physical chemistry/chemical physics, theoretical chemistry, analytical chemistry, inorganic chemistry, organic chemistry, method development
Host institution :
Uniwersytet Jagielloński, Narodowe Centrum Promieniowania Synchrotronowego SOLARIS
woj. małopolskie
Principal investigator (from the host institution):
Danuta Agnieszka Liberda-Matyja
Number of co-investigators in the project: 2
Call: PRELUDIUM 18 - announced on 2019-09-16
Amount awarded: 210 000 PLN
Project start date (Y-m-d): 2020-07-27
Project end date (Y-m-d): 2023-12-26
Project duration:: 41 months (the same as in the proposal)
Project status: Project settled
Project description
Download the project description in a pdf file
Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.
Information in the final report
- Publication in academic press/journals (2)
- New resolution independent approach to noise estimation in Minimum Noise Fraction denoising of tissues measured with Infrared ImagingAuthors:Danuta Liberda-Matyja, Tomasz P. WrobelAcademic press:Chemometrics and Intelligent Laboratory Systems (rok: 2024, tom: 244, strony: 105042), Wydawca: ElsevierStatus:PublishedDOI:10.1016/j.chemolab.2023.105042 - link to the publication
- Influence of interference effects on the spectral quality and histological classification by FT-IR imaging in transflection geometryAuthors:Danuta Liberda, Paulina Koizoł, Magdalena Raczkowska, Wojciech Maria Kwiatek, Tomasz Piotr WróbelAcademic press:ANALYST (rok: 2020, tom: 146, strony: 646-654), Wydawca: Royal Society of ChemistryStatus:PublishedDOI:10.1039/d0an01565b - link to the publication