PMID- 37510869
OWN - NLM
STAT- PubMed-not-MEDLINE
LR  - 20230801
IS  - 2077-0383 (Print)
IS  - 2077-0383 (Electronic)
IS  - 2077-0383 (Linking)
VI  - 12
IP  - 14
DP  - 2023 Jul 18
TI  - The Artificial Neural Network as a Diagnostic Tool of the Risk of Clostridioides 
      difficile Infection among Patients with Chronic Kidney Disease.
LID - 10.3390/jcm12144751 [doi]
LID - 4751
AB  - The majority of recently published studies indicate a greater incidence and 
      mortality due to Clostridioides difficile infection (CDI) in patients with 
      chronic kidney disease (CKD). Hospitalization, older age, the use of antibiotics, 
      immunosuppression, proton pump inhibitors (PPI), and chronic diseases such as CKD 
      are responsible for the increased prevalence of infections. The aim of the study 
      is to identify clinical indicators allowing, in combination with artificial 
      intelligence (AI) techniques, the most accurate assessment of the patients being 
      at elevated risk of CDI.
FAU - Stojanowski, Jakub
AU  - Stojanowski J
AUID- ORCID: 0000-0002-0527-2190
AD  - Department of Nephrology and Transplantation Medicine, Wroclaw Medical 
      University, Borowska 213, 50-556 Wroclaw, Poland.
FAU - Konieczny, Andrzej
AU  - Konieczny A
AUID- ORCID: 0000-0002-4966-9771
AD  - Department of Nephrology and Transplantation Medicine, Wroclaw Medical 
      University, Borowska 213, 50-556 Wroclaw, Poland.
FAU - Lis, Lukasz
AU  - Lis L
AUID- ORCID: 0000-0002-4075-6924
AD  - Department of Nephrology with Transplantation and Internal Medicine Subunits, 
      Regional Specialistic Hospital, Kamienskiego 73a, 51-124 Wroclaw, Poland.
FAU - Frosztega, Weronika
AU  - Frosztega W
AD  - Department of Nephrology and Transplantation Medicine, Wroclaw Medical 
      University, Borowska 213, 50-556 Wroclaw, Poland.
FAU - Brzozowska, Patrycja
AU  - Brzozowska P
AD  - Department of Nephrology and Transplantation Medicine, Wroclaw Medical 
      University, Borowska 213, 50-556 Wroclaw, Poland.
FAU - Ciszewska, Anna
AU  - Ciszewska A
AD  - Department of Nephrology with Transplantation and Internal Medicine Subunits, 
      Regional Specialistic Hospital, Kamienskiego 73a, 51-124 Wroclaw, Poland.
FAU - Rydzynska, Klaudia
AU  - Rydzynska K
AUID- ORCID: 0000-0002-4259-229X
AD  - Department of Nephrology and Transplantation Medicine, Wroclaw Medical 
      University, Borowska 213, 50-556 Wroclaw, Poland.
FAU - Sroka, Michal
AU  - Sroka M
AD  - Department of Nephrology with Transplantation and Internal Medicine Subunits, 
      Regional Specialistic Hospital, Kamienskiego 73a, 51-124 Wroclaw, Poland.
FAU - Krakowska, Kornelia
AU  - Krakowska K
AD  - Department of Nephrology and Transplantation Medicine, Wroclaw Medical 
      University, Borowska 213, 50-556 Wroclaw, Poland.
FAU - Golebiowski, Tomasz
AU  - Golebiowski T
AUID- ORCID: 0000-0001-5477-2020
AD  - Department of Nephrology and Transplantation Medicine, Wroclaw Medical 
      University, Borowska 213, 50-556 Wroclaw, Poland.
FAU - Hruby, Zbigniew
AU  - Hruby Z
AD  - Department of Nephrology with Transplantation and Internal Medicine Subunits, 
      Regional Specialistic Hospital, Kamienskiego 73a, 51-124 Wroclaw, Poland.
FAU - Kusztal, Mariusz
AU  - Kusztal M
AUID- ORCID: 0000-0002-6502-0374
AD  - Department of Nephrology and Transplantation Medicine, Wroclaw Medical 
      University, Borowska 213, 50-556 Wroclaw, Poland.
FAU - Krajewska, Magdalena
AU  - Krajewska M
AUID- ORCID: 0000-0002-2632-2409
AD  - Department of Nephrology and Transplantation Medicine, Wroclaw Medical 
      University, Borowska 213, 50-556 Wroclaw, Poland.
LA  - eng
GR  - SUBZ.C160.23.046/Wroclaw Medical University/
PT  - Journal Article
DEP - 20230718
PL  - Switzerland
TA  - J Clin Med
JT  - Journal of clinical medicine
JID - 101606588
PMC - PMC10380971
OTO - NOTNLM
OT  - Clostridioides difficile
OT  - artificial intelligence
OT  - chronic kidney disease
OT  - machine learning
COIS- The authors declare no conflict of interest.
EDAT- 2023/07/29 11:48
MHDA- 2023/07/29 11:49
PMCR- 2023/07/18
CRDT- 2023/07/29 01:20
PHST- 2023/05/07 00:00 [received]
PHST- 2023/07/09 00:00 [revised]
PHST- 2023/07/12 00:00 [accepted]
PHST- 2023/07/29 11:49 [medline]
PHST- 2023/07/29 11:48 [pubmed]
PHST- 2023/07/29 01:20 [entrez]
PHST- 2023/07/18 00:00 [pmc-release]
AID - jcm12144751 [pii]
AID - jcm-12-04751 [pii]
AID - 10.3390/jcm12144751 [doi]
PST - epublish
SO  - J Clin Med. 2023 Jul 18;12(14):4751. doi: 10.3390/jcm12144751.