KGTN-ens: Few-Shot Image Classification with Knowledge Graph Ensembles

We propose KGTN-ens, a framework extending the recent Knowledge Graph Transfer Network (KGTN) in order to incorporate multiple knowledge graph embeddings at a small cost. We evaluate it with different combinations of embeddings in a few-shot image classification task. We also construct a new knowledge source - Wikidata embeddings - and evaluate it with KGTN and KGTN-ens. Our approach outperforms KGTN in terms of the top-5 accuracy on the ImageNet-FS dataset for the majority of tested settings

РОЗБУДОВА УКРАЇНСЬКОЇ ФРАЗЕОЛОГІЇ: ІНДИВІДУАЛЬНО-АВТОРСЬКІ ФРАЗЕОЛОГІЗМИ ЛІНИ КОСТЕНКО

This article focuses on the phenomenon of Ukrainian phraseology whose development has undoubtedly been greatly influenced by the elite lingual personality of Lina Kostenko. The current state of Ukrainian phraseology is described, including most significant changes and types of transformations of idioms made by authors.The topicality of this work is accounted for by the necessity of theoretical and practical study of the phraseological units functioning in the spectrum of structure, semantics and text stylistics, as well as the study of idiolect and idiostyle of Lina Kostenko. Individual idioms, created and used by Lina Kostenko, both in her poetry and in prose, and peculiarities of their functioning are investigated through the application of structural and semantic analysis. The author of the article concludes that in addition to creating new expressions, especially aphorisms, the writer actively transforms idioms by applying explication, substitution, contamination, as well as by changing the structural composition of fixed phrases while preserving the purpose of the expression.Niniejszy artykuł poświęcono fenomenowi dynamicznego rozwoju ukraińskiej frazeologii, na który niewątpliwie ogromny wpływ ma elitarna osobowość językowa Liny Kostenko. W artykule określono aktualny stan ukraińskiej frazeologii, uwzględniając najbardziej znaczące zmiany oraz rodzaje autorskich transformacji związków frazeologicznych. Aktualność pracy uwarunkowana jest koniecznością teoretycznego i praktycznego zbadania specyfiki funkcjonowania związków frazeologicznych w spektrum struktury, semantyki i stylistyki tekstu pisarki, a także określenia jej idiostylu. Analizie poddano poszczególne autorskie frazeologizmy stworzone i wykorzystywane przez pisarkę zarówno w poezji, jak i w prozie, wykorzystując strukturalno-semantyczny rozbiór poszczególnych związków frazeologicznych. Wnioskujemy, że oprócz tworzenia nowych wyrażeń, w szczególności aforyzmów, pisarka aktywnie przekształca frazeologizmy, stosując podwójną aktualizację, eksplikację, substytucję, kontaminację, a także za pomocą zmiany strukturalnego składu stałych wyrażeń z zachowaniem celu wypowiedzi

The influence of pH and selected cations on the spectrofluorometric determination of oxytetracycline hydrochloride

The spectrofluorometric method for the oxytetracycline hydrochloride in pure and in veterinary products Tetrox and Oxymed 50 determination is described. The influence of pH solution and presence selected cations on fluorescence intensity were studied too. It was ascertained that the highest fluorescence intensity take place at pH=9. Moreover, the quenching of fluorescence intensity was observed at presence Ca2+, Al3+ and Fe3+ in contrast to Mg2+ which caused increasing of intensity. The obtained recovery (97.23±0.12% for Tetrox and 95.21±0.10% for Oxymed 50) values meet the European Pharmacopoeia requirement. Moreover, the relative standard deviation (RSD) was below 0.23% confirmed high precise of the method. The statistical test (t-Student and F-Snedecor) used for comparison spectrofluorometric and chromatographic methods pointed that they are comparable in respect of precision but not of accuracy

Optimization of extraction procedure and determination by high performance liquid chromatography of flavonols and phenolic acids from Hypericum Perforatum L.

Hypericum perforatum is a medicinal plant which has been known in traditional medicine as an antiinflammatory and healing agent. Nowadays the use of Hypericum extracts is concerned mainly with antidepressive applications. In the present work, HPLC – RP- C18 column chromatography with photodiode array detection was applied for the determination of the derivatives of cinnamic and benzoic acid (e.g., caffeic, chlorogenic, ferulic, sinapic, gallic acids) (Fig.1.) and flavonols - quercetine derivatives (quercetine, rhamnetine, quercitrin, mirycetine, keampferol and rutin) in Hypericum Perforatum. Phenolic compounds were extracted from the sample matrix with ethanol and ethanolwater mixture in different ratios solvent (3:7; 8:2; v/v) at 30°C and 60°C in water-bath shaker and by ultrasonic extraction and then analyzed before and after acid and basic hydrolysis. The total amount of studied flavonols and phenolic acids were compared with the total flavonoids content (TFC) and with total polyphenols content (TPC). UV-Vis spectrometry was used to investigate methods for qualitative and quantitative determination of these compounds

Polite Teacher: Semi-Supervised Instance Segmentation with Mutual Learning and Pseudo-Label Thresholding

We present Polite Teacher, a simple yet effective method for the task of semi-supervised instance segmentation. The proposed architecture relies on the Teacher-Student mutual learning framework. To filter out noisy pseudo-labels, we use confidence thresholding for bounding boxes and mask scoring for masks. The approach has been tested with CenterMask, a single-stage anchor-free detector. Tested on the COCO 2017 val dataset, our architecture significantly (approx. +8 pp. in mask AP) outperforms the baseline at different supervision regimes. To the best of our knowledge, this is one of the first works tackling the problem of semi-supervised instance segmentation and the first one devoted to an anchor-free detector

Ocena skuteczności leczenia hipotensyjnego pacjentów z nadciśnieniem tętniczym i chorobą niedokrwienną serca lub ekwiwalentem wieńcowym

Introduction. Arterial hypertension (AH) is a well-known cardiovascular risk factor. Currently, in Poland, approximately 32% of adults suffer from AH, and only 26% of them are treated successfully. The study aims to determine the incidence of atherosclerosis risk factors and their influence on the effectiveness of hypotensive treatment in the population of patients with AH and coexisting coronary artery disease (CAD) or coronary equivalent. Material and methods. The study included 204 adults. The inclusion criteria were: diagnosis of AH with coexisting a diagnosis of CAD (138 people) or coronary equivalent defined as high (≥ 5%) atherosclerosis-related risk of death in 10-year prognosis, estimated using the EURO SCORE scale (66 people). During observation, pharmacological and nonpharmacological treatments were modified according to the current AH treating standards. After 6 months of observation, the effectiveness of AH control was assessed. Results. Multivariate logistic regression analysis revealed that main factors affecting poor blood pressure control after six months of observation were: obesity, age > 65 years, LDL cholesterol level > 130 mg/dL. Moreover, systolic blood pressure (SBP) < 140 mmHg was more frequent in patients with diabetes mellitus. After six months of therapy, good control of SBP was found in 42.7% of patients and normal values of diastolic blood pressure (DBP) — in 65.2 % of patients. Conclusion. Independent risk factors for poor control of blood pressure were: high level of LDL-cholesterol, age > 65 years and female sex. Paradoxically, diabetes was not a risk factor for poor control of hypertension. The introduction of combined hypotensive and lipid-lowering drugs should contribute to a better control of hypertension in Poland.Wstęp. Nadciśnienie tętnicze (AH) jest uznanym czynnikiem ryzyka schorzeń układu sercowo-naczyniowego. Obecnie 32% Polaków ma stwierdzone nadciśnienie tętnicze, z czego tylko 26% jest skutecznie leczonych. Celem pracy było określenie częstości występowania czynników ryzyka miażdżycy i ich wpływu na skuteczność leczenia hipotensyjnego w populacji pacjentów z AH i współistniejącą chorobą niedokrwienną serca (CAD) lub ekwiwalentem wieńcowym. Materiał i metody. Kryterium włączenia do badania dla 204 osób stanowiło rozpoznanie HA (204 osoby), rozpoznanie CAD (138 osób) lub obecność ekwiwalentu wieńcowego rozumianego jako wysokie (≥ 5%) ryzyko zgonu z powodu miażdżycy w ciągu najbliższych 10 lat, szacowane według skali oceny ryzyka SCORE (66 osób). W czasie obserwacji modyfikowano postępowanie niefarmakologiczne i farmakologiczne zgodnie z obowiązującymi standardami leczenia AH, ponownie oceniając uzyskaną skuteczność kontroli AH po 6 miesiącach. Wyniki. Analiza wieloczynnikowa wykazała, że niezależnymi czynnikami wpływającymi na brak prawidłowej kontroli wartości ciśnienia tętniczego po 6 miesiącach były: otyłość, wiek > 65 lat, stężenie cholesterolu frakcji LDL > 130 mg/dl. Wykazano również, że pacjenci z cukrzycą łatwiej osiągali wartości skurczowego ciśnienia tętniczego (SBP) < 140 mm Hg. Po 6 miesiącach terapii zadowalającą kontrolę SBP odnotowano u 42,7%, a rozkurczowego ciśnienia tętniczego u 65,2% pacjentów. Wnioski. Niezależnymi czynnikami ryzyka braku prawidłowej kontroli wartości ciśnienia tętniczego były: podwyższone stężenia cholesterolu frakcji LDL, otyłość, wiek > 65 lat i płeć żeńska. Paradoksalnie, cukrzyca nie była czynnikiem zwiększającym ryzyko nieprawidłowej kontroli wartości ciśnienia tętniczego. Wprowadzenie skojarzonych preparatów hipotensyjno-hipolipemizujących powinno w szczególny sposób przyczynić się do lepszej kontroli nadciśnienia tętniczego w Polsce

Helminths associated with terrestrial slugs in some parts of Europe

A survey of helminths associated with terrestrial slugs focusing on the invasive Arion vulgaris and the native A. ater was conducted on populations from France, Germany, Netherlands, Norway and Poland. In total, 648 terrestrial slugs were collected from 18 sample sites, and identified by means of morphological examination, dissection of genitalia and molecular analysis using mitochondrial DNA. In addition to A. vulgaris and A. ater, also A. vulgaris/A. rufus hybrids and A. ater/A. rufus hybrids were collected. Helminth species were identified based on morphological features and sequencing of the 18S and ITS rDNA regions. The parasites included four nematode species: Alloionema appendiculatum, Angiostoma sp., Phasmarhabditis hermaphrodita, Entomelas sp., two trematode species: Brachylaima mesostoma, Eurytrema sp., and one cestode (tapeworm) species: Skrjabinia sp. Alloionema appendiculatum was the most common helminth in the investigated slug populations. Furthermore, we found higher prevalence of trematodes in the invasive A. vulgaris compared with the native A. ater, while differences in the prevalence for nematodes were not as clear.publishedVersio

Przewidywanie nagłego zgonu sercowego na podstawie 12-odprowadzeniowego zapisu EKG

Sudden cardiac death (SCD), which is often the first manifestation of cardiovascular disease, is defined as a non-traumatic, unexpected fatal event occurring within one hour of the onset of symptoms in an apparently healthy subject. According to the current guidelines, implantable cardioverter-defibrillator therapy is recommended for the primary prevention of SCD among patients with a reduced (i.e. less than 75/min, prolonged QTc interval (> 450 ms for men, > 460 ms for women), QRS-T angle > 90 degrees, delayed QRS transition zone (> V4), prolonged Tpeak-to-Tend (TpTe) > 89 ms and left ventri­cular hypertrophy (according to Sokolow-Lyon or Cornell criteria). This novel ECG risk score could be particularly effective for patients with left ventricular ejection fraction > 35% where risk stratification is currently unavailable.Nagły zgon sercowy (SCD), będący niejednokrotnie pierwszą manifestacją choroby układu sercowo-naczyniowego, definiuje się jako niespodziewany, śmiertelny incydent niezwiązany z urazem, powodujący zgon w ciągu godziny od początku objawów u pozornie zdrowej osoby. W aktualnych wytycznych w prewencji pierwotnej SCD zaleca się implantację układu kardiowertera-defibrylatora w grupie pacjentów z obniżoną (< 35%) frakcją wyrzutową lewej komory (LVEF). Autorzy Oregon Sudden Unexpected Death Study zaproponowali nowy, elektrokardiograficzny model oceny ryzyka SCD uwzględniający: spoczynkową czynność serca powyżej 75/min, wydłużony odstęp QTc (> 450 ms u mężczyzn, > 460 ms u kobiet), kąt QRS-T ponad 90 stopni, opóźnioną strefę przejściową zespołu QRS (> V4), wydłużony czas mierzony od szczytu załamka T do jego końca (TpTe, Tpeak-to-Tend) ponad 89 ms oraz elektrokardiograficzne cechy przerostu mięśnia lewej komory (wskaźnik Sokołowa-Lyona lub Cornella). Omawiany model może mieć szczególne znaczenie u pacjentów z LVEF przekraczającą 35% — grupy, dla której nie opracowano zwalidowanej skali ryzyka wystąpienia SCD

Prevalence of arterial hypertension in patients with atrial fibrillation undergoing ablation — a prospective, cohort study

Background Arterial hypertension is one of the major cofounders in the development of atrial fibrillation (AF) and hypertension is commonly found in AF patients. The aim of the study was to establish the prevalence of arterial hypertension in patients undergoing ablation, who are relatively young and healthy group of AF patients. Material and methods 266 consecutive patients admitted for AF ablation were screened for arterial hypertension. All patients had their blood pressure measured on admission by, prior to the ablation procedure by a qualified physician, according to the current guidelines. Also, medical records of patients were reviewed for the previous diagnosis of hypertension or taking hypotensive agents. Results The study group was predominantly male (65.0%; mean age 57.6 ± 10.1 years). Mean body mass index was 29.7 ± 5.0 kg/m2. Paroxysmal AF was present in 69.5% of patients. In 72.9% of patients hypertension was diagnosed previously. On admission, mean systolic and diastolic blood pressure values were 131.7 ± 16.7 and 80.7 ± 11.1 mm Hg. 123 (46.2%) patients had systolic and/or diastolic blood pressure values respectively > 140 and/or > 90 mm Hg. Patients with previously diagnosed hypertension were older (58.7 ± 8.7 vs 54.6 ± 12.7 years; p = 0.003), had higher BMI (30.3 ± 5.0 vs 28.1 ± 4.8 kg/m2; p = 0.002), and more often history of diabetes (10.8% vs 1.4%; p = 0.03) compared to non-hypertensive group. There were no differences in terms of history of dyslipidaemia, stroke, myocardial infarction or family history of cardiovascular disease. Conclusions In patients with AF undergoing ablation procedure, prevalence of diagnosed arterial hypertension is very high, much higher than in the general population. Nevertheless, majority of patients meet the criteria for adequate blood pressure control

Can thromboembolic risk be associated with erectile dysfunction in atrial fibrillation patients?

Background: Erectile dysfunction (ED) is highly prevalent in patients with diseases of cardiovascular system, including patients with atrial fibrillation (AF). Reasons for this high co-prevalence include endothelial dysfunction, inflammation, oxidative and emotional stress associated with AF. Association of AF-induced prothrombotic state and possible microthrombi in penile arteries with ED remains unclear. The present study aims to assess if probability of AF-associated risk of peripheral thromboembolism may be associated with ED in AF patients. Methods: Probability of thromboembolic complications was assessed with two commonly used risk scores CHADS2 and CHA2DS2-VASc in a group of continuous AF patients. All patients were also asked to fill an IIEF-5 questionnaire designed for screening for ED. Results: Mean CHADS2 score in the whole study group was 1.1 ± 1.0 points and CHA2DS2- -VASc was 1.5 ± 1.4 points. ED was present in 57.4% of the 129-person study population. In patients with ED, both CHADS2 (0.9 ± 1.0 vs. 1.3 ± 1.1; p = 0.03) and CHA2DS2-VASc (1.2 ± 1.1 vs. 1.8 ± 1.5; p = 0.03) scores were significantly higher than in the group without dysfunction. After dividing the patients according to age into groups younger than 65 years vs. ≥ 65 years, observed correlation was no longer significant in the younger group (p > 0.05). In patients ≥ 65 years, in whom the risk scores are routinely used, dysfunction both CHADS2 (1.1 ± 0.9 vs. 2.0 ± 0.9; p = 0.02) and CHA2DS2-VASc (2.3 ± 1.1 vs. 3.4 ± 1.3; p = 0.04) scores were higher in the group with ED. Conclusions: Erectile dysfunctions in AF patients are associated with elevated cardioembolic risk. We postulate that the diagnosis of ED should be considered an additional marker of prothrombotic state, and may be useful in clinical decision-making, especially in patients ≥ 65 years old.