Zobrazeno 1 - 10
of 395
pro vyhledávání: '"P Cichosz"'
Accurately predicting blood glucose (BG) levels of ICU patients is critical, as both hypoglycemia (BG < 70 mg/dL) and hyperglycemia (BG > 180 mg/dL) are associated with increased morbidity and mortality. We develop the Multi-source Irregular Time-Ser
Externí odkaz:
http://arxiv.org/abs/2411.01418
Autor:
Pęzik, Piotr, Karasińska, Sylwia, Cichosz, Anna, Jałowiecki, Łukasz, Kaczyński, Konrad, Krawentek, Małgorzata, Walkusz, Karolina, Wilk, Paweł, Kleć, Mariusz, Szklanny, Krzysztof, Marszałkowski, Szymon
This paper announces the early release of SpokesBiz, a freely available corpus of conversational Polish developed within the CLARIN-BIZ project and comprising over 650 hours of recordings. The transcribed recordings have been diarized and manually an
Externí odkaz:
http://arxiv.org/abs/2312.12364
Publikováno v:
BMC Public Health, Vol 24, Iss 1, Pp 1-10 (2024)
Abstract Introduction Chronic heart failure patients experience large disparities in quality of and access to treatment, with rural populations receiving lower levels of care. Telemonitoring of patients is increasingly being used as an important tool
Externí odkaz:
https://doaj.org/article/d30ff9ea510c40b3bfa1af47d71e5fb5
Autor:
Mikołaj Deckert, Anna Cichosz
Publikováno v:
Ibérica, Iss 48 (2024)
This paper introduces the DiaBiz corpus (Pęzik et al., 2022) – a spoken corpus of call-centre dialogues in Polish – and discusses the findings of a reception experiment (N=100) exploring some of the characteristics of the language data in the co
Externí odkaz:
https://doaj.org/article/7dc98d46d2bd469cbfdd224b8b1004b9
Autor:
Martha E. Barta, Greg G. Sass, Jeffrey R. Reed, Thomas A. Cichosz, Aaron D. Shultz, Mark Luehring, Zachary S. Feiner
Publikováno v:
Limnology and Oceanography Letters, Vol 9, Iss 3, Pp 229-236 (2024)
Abstract The phenology of critical biological events in aquatic ecosystems is rapidly shifting due to climate change. Growing variability in phenological cues can increase the likelihood of trophic mismatches (i.e., mismatches in the timing of peak p
Externí odkaz:
https://doaj.org/article/e4eebac615fa40b4848f7b90c3035075
Publikováno v:
Zarządzanie w Kulturze, Vol 2024, Iss 1, Pp 47-48 (2024)
Externí odkaz:
https://doaj.org/article/b70a71468aa84c4aa41a2bbdc6c4a6bd
A Comparative Analysis of Machine Learning Models for the Detection of Undiagnosed Diabetes Patients
Publikováno v:
Diabetology, Vol 5, Iss 1, Pp 1-11 (2024)
Introduction: Early detection of type 2 diabetes is essential for preventing long-term complications. However, screening the entire population for diabetes is not cost-effective, so identifying individuals at high risk for this disease is crucial. Th
Externí odkaz:
https://doaj.org/article/2d6cfc3653284bc88e918bec87b06003
Autor:
Cichosz Paweł
Publikováno v:
International Journal of Applied Mathematics and Computer Science, Vol 33, Iss 4, Pp 603-621 (2023)
Text classification has become a standard component of automated systematic literature review (SLR) solutions, where articles are classified as relevant or irrelevant to a particular literature study topic. Conventional machine learning algorithms fo
Externí odkaz:
https://doaj.org/article/a300989a717c4cb08fa6258e902c8619
Autor:
Paweł Cichosz
Publikováno v:
Applied Sciences, Vol 14, Iss 17, p 7945 (2024)
In several applications of text classification, training document labels are provided by human evaluators, and therefore, gathering sufficient data for model creation is time consuming and costly. The labeling time and effort may be reduced by active
Externí odkaz:
https://doaj.org/article/131342115a0a40a485ed7d31429cb55f
Autor:
Kris Kristensen, Pernille H. Olesen, Anna K. Roerbaek, Louise Nielsen, Helle K. Hansen, Simon L. Cichosz, Morten H. Jensen, Ole Hejlesen
Publikováno v:
The Clinical Respiratory Journal, Vol 17, Iss 8, Pp 819-828 (2023)
Abstract Introduction Spirometry is associated with several diagnostic difficulties, and as a result, misdiagnosis of chronic obstructive pulmonary disease (COPD) occurs. This study aims to investigate how random forest (RF) can be used to improve th
Externí odkaz:
https://doaj.org/article/73c3ef2508f64b418b925a41d357c9fb