Depciuch J

No ORCID on file · 4 papers in corpus · active 2022-2026

Study types

  • article 3
  • other 1

Condition tags

  • endometriosis 4
  • endometrioma 2
  • bowel_endometriosis 1
article 2026
FTIR spectroscopy combined with machine learning reveals molecular signatures distinguishing three phenotypes of endometriosis
Analytical biochemistry ·doi:10.1016/j.ab.2026.116047

Endometriosis is a chronic inflammatory disorder in which endometrial tissue grows outside the uterus, leading to pelvic pain and infertility. It remains a major challenge in women's health due to delayed diagnosis and limited therapeutic o…

article 2025
Detection of peritoneal, ovarian, and bowel endometriosis using FTIR spectroscopy and machine learning
Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy ·doi:10.1016/j.saa.2025.127242

This study evaluated the diagnostic potential of Fourier-transform infrared (FTIR) spectroscopy combined with machine learning for the detection of ovarian, bowel, and peritoneal endometriosis. The Boruta algorithm was applied to identify t…

article 2022
Correlation between endometriomas volume and Raman spectra. Attempting to use Raman spectroscopy in the diagnosis of endometrioma
Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy ·doi:10.1016/j.saa.2022.121119

The formation of the uterus lining, i.e. the endometrium, outside the uterus (ex. in the abdominal cavity,ovaries,or anywhere in the body) is called endometriosis. The presence of endometrial tissue present in the ovaries, thickens after me…

other 2022
Diagnosis of endometriosis using endometrioma volume and vibrational spectroscopy with multivariate methods as a noninvasive method
Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy ·doi:10.1016/j.saa.2021.120246

Endometriomas are typically an advanced form of endometriosis that leads to the formation of scar tissue, adhesions, and an inflammatory reaction. There is no certain serum marker for the diagnosis of endometriosis. This study aims to resea…