Machine Learning Method and Hyperspectral Imaging for Precise Determination of Glucose and Silicon Levels.

This article introduces an algorithm for detecting glucose and silicon levels in solution. The research focuses on addressing the critical need for accurate and efficient glucose monitoring, particularly in the context of diabetic management. Understanding and monitoring silicon levels in the body is crucial due to its significant role in various physiological processes. Silicon, while often overshadowed by other minerals, plays a vital role in bone health, collagen formation, and connective tissue integrity. Moreover, recent research suggests its potential involvement in neurological health and the prevention of certain degenerative diseases. Investigating silicon levels becomes essential for a comprehensive understanding of its impact on overall health and well-being and paves the way for targeted interventions and personalized healthcare strategies. The approach presented in this paper is based on the integration of hyperspectral data and artificial intelligence techniques. The algorithm investigates the effectiveness of two distinct models utilizing SVMR and a perceptron independently. SVMR is employed to establish a robust regression model that maps input features to continuous glucose and silicon values. The study outlines the methodology, including feature selection, model training, and evaluation metrics. Experimental results demonstrate the algorithm's effectiveness at accurately predicting glucose and silicon concentrations and showcases its potential for real-world application in continuous glucose and silicon monitoring systems.

Spherical wave illumination scanning digital holographic profilometry.

In this work, we proposed what we believe to be a novel scanning solution for the assessment of high-NA samples, referred to as spherical-wave illumination scanning digital holographic profilometry (SWS-DHP). This approach introduces a 2F optimization methodology, based on the measurement of the focal length of the object to determine the spherical component of the scanning. Furthermore, re-optimization of 2F, whether it needs to be operated depends on the measured object's NA to inspect more information. Meanwhile, utilizing phase space analysis shows SWS superiority in information transfer for high-NA samples compared to plane-wave illumination scanning. In addition, this method introduces a shape reconstruction algorithm with volumetric aberration compensation based on the propagation of the aberrated object and illumination waves to obtain high-quality measurements. Finally, the imaging merits of SWS-DHP were proved through simulations and were experimentally verified for the object of NA up to 0.87.

Low-intensity illumination for lensless digital holographic microscopy with minimized sample interaction.

Exposure to laser light alters cell culture examination via optical microscopic imaging techniques based on label-free coherent digital holography. To mitigate this detrimental feature, researchers tend to use a broader spectrum and lower intensity of illumination, which can decrease the quality of holographic imaging due to lower resolution and higher noise. We study the lensless digital holographic microscopy (LDHM) ability to operate in the low photon budget (LPB) regime to enable imaging of unimpaired live cells with minimized sample interaction. Low-cost off-the-shelf components are used, promoting the usability of such a straightforward approach. We show that recording data in the LPB regime (down to 7 µW of illumination power) does not limit the contrast or resolution of the hologram phase and amplitude reconstruction compared to regular illumination. The LPB generates hardware camera shot noise, however, to be effectively minimized via numerical denoising. The ability to obtain high-quality, high-resolution optical complex field reconstruction was confirmed using the USAF 1951 amplitude sample, phase resolution test target, and finally, live glial restricted progenitor cells (as a challenging strongly absorbing and scattering biomedical sample). The proposed approach based on severely limiting the photon budget in lensless holographic microscopy method can open new avenues in high-throughout (optimal resolution, large field-of-view, and high signal-to-noise-ratio single-hologram reconstruction) cell culture imaging with minimized sample interaction.

Common-path intrinsically achromatic optical diffraction tomography.

In this work we propose an open-top like common-path intrinsically achromatic optical diffraction tomography system. It operates as a total-shear interferometer and employs Ronchi-type amplitude diffraction grating, positioned in between the camera and the tube lens without an additional 4f system, generating three-beam interferograms with achromatic second harmonic. Such configuration makes the proposed system low cost, compact and immune to vibrations. We present the results of the measurements of 3D-printed cell phantom using laser diode (coherent) and superluminescent diode (partially coherent) light sources. Broadband light sources can be naturally employed without the need for any cumbersome compensation because of the intrinsic achromaticity of the interferometric recording (holograms generated by -1st and +1st conjugated diffraction orders are not affected by the illumination wavelength). The results show that the decreased coherence offers much reduced coherent noise and higher fidelity tomographic reconstruction especially when applied nonnegativity constraint regularization procedure.

Analysis of the influence of antireflective coatings on the diffraction efficiency of diffractive optical elements.

Diffractive optical elements (DOEs) may be used as a single optical component with dedicated functionality (e.g. focusing), or as one of the elements in complex hybrid optical systems to reduce the number of the elements and improve imaging quality. It is desirable to cover DOE's surface with antireflective coating. In this paper, we show the results of simulations using the Fourier modal method and measure the efficiency of a diffractive lens with antireflective (AR) coating. Results were compared with a previously proposed model of AR covered DOE by Mao et al. [Opt. Express25, 11673 (2017)10.1364/OE.25.011673]. Contrary to the previously published model, we have not observed a shift of the efficiency curve. Our findings prove that AR coatings improve the efficiency of DOEs and it is not necessary to take them into account when calculating optimal profile height.

Multi-Incidence Holographic Profilometry for Large Gradient Surfaces with Sub-Micron Focusing Accuracy.

Surface reconstruction for micro-samples with large discontinuities using digital holography is a challenge. To overcome this problem, multi-incidence digital holographic profilometry (MIDHP) has been proposed. MIDHP relies on the numerical generation of the longitudinal scanning function (LSF) for reconstructing the topography of the sample with large depth and high axial resolution. Nevertheless, the method is unable to reconstruct surfaces with large gradients due to the need of: (i) high precision focusing that manual adjustment cannot fulfill and (ii) preserving the functionality of the LSF that requires capturing and processing many digital holograms. In this work, we propose a novel MIDHP method to solve these limitations. First, an autofocusing algorithm based on the comparison of shapes obtained by the LSF and the thin tilted element approximation is proposed. It is proven that this autofocusing algorithm is capable to deliver in-focus plane localization with submicron resolution. Second, we propose that wavefield summation for the generation of the LSF is carried out in Fourier space. It is shown that this scheme enables a significant reduction of arithmetic operations and can minimize the number of Fourier transforms needed. Hence, a fast generation of the LSF is possible without compromising its accuracy. The functionality of MIDHP for measuring surfaces with large gradients is supported by numerical and experimental results.

Congenital vesicouterine fistulas-A PRISMA-compliant systematic review.

AIMS: Vesicouterine fistulas (VUFs) are infrequent abnormal connections between the bladder and the uterine cavity or cervical canal, being mainly sequelae of repeat Cesarean sections. Exceedingly rare are congenital VUFs. This is a systematic review of available world data aimed to characterize congenital VUFs and better understand the mechanism(s) of their formation. METHODS: The PubMed® database via MEDLINE® search engine was explored from its inception to March 2018. Relevant studies were identified using selected Medical Subject Heading-based terms. This was further supplemented by cross-referencing and handsearching. Retrieved literature was evaluated in line with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses, or PRISMA, guidelines. RESULTS: A total of 6561 articles were identified of which 10 were analyzed. Three VUFs accompanied broader syndromes of congenital defects. A lack of patency at the level of the vagina was present in all assessed cases. Unilateral renal agenesis was confirmed in four of eight (50%) verified patients. Hence, unilateral kidney agenesis was related to a lesser degree (P = 0.0186) than vaginal atresia to VUF. The principal features of these fistulas were as follows: partial or complete vaginal atresia resulting in primary amenorrhea, menouria present since menarche, and urinary continence. CONCLUSIONS: This review provides the first systematic evidence that congenital VUFs are chiefly associated with concomitant vaginal atresia. The symptomatology of such VUFs is consistent with that of type I acquired fistulas.

Accurate shape measurement of focusing microstructures in Fourier digital holographic microscopy.

This paper proposes a measurement method of focusing objects with a high gradient shape of a small and large radius of curvature. The measurements are carried out on a Fourier digital holographic microscope with optimized illumination conditions maximizing the usage of the system's numerical aperture. The obtained fringe patterns are the result of interference of deformed spherical object and spherical reference waves. The key elements of the method are the aberration compensation and calibration procedures. They provide accurate reconstruction of the object wave and determination of the focus position of the sample. The shape is calculated in two steps. First, the object wave is reconstructed at the plane of the object focus using single or multiframe phase extraction algorithm and the specialized propagation method. The step includes compensation for spherical aberration. In the second step, the sample shape is computed with the local ray approximation approach. The proposed method is experimentally validated with measurements of challenging, high gradient shapes (convex, concave) of different radiuses of curvature.

Structural arrangement of vesicouterine fistula revisited: An immunohistochemical study documenting the presence of the endometrium.

Previous research has described a woman of reproductive age who presented with a vesicouterine fistula (VUF) of 20 months' duration. The VUF was lined with a metaplastic glandular epithelium containing both estrogen receptors (ER) and progesterone receptors (PR) in abundance. The aim of the present investigation was to evaluate the histology of the VUF canal when exposure to urine of the cellular elements within the fistula was of much shorter duration. A 41-year-old woman who developed a VUF during her third cesarean section was treated with transvesical fistula excision, electrocoagulation, and subsequent attempted hormonal treatment. Later, the patient underwent open surgery fistula repair. Postoperative specimens were subjected to anatomopathological examination together with immunohistochemical staining for ER and PR using monoclonal anti-human antibodies. Herein, we present for the first time detailed microscopic evidence that, at two separate timepoints, the fistulous tract was lined with the endometrium, which covered approximately 80% of the length of the VUF canal. In its intermediate segment, the urothelium formed an additional layer on the surface of the endometrium. At both timepoints, in the columnar epithelial and stromal endometrial cells lining the fistula, both ER and PR were present in abundance. In conclusion, VUF in subjects of reproductive age fulfill criteria for endometriosis. This study provides a rationale for the conservative treatment of VUF consistent with the hormonal treatment of endometriosis.

Holographic tomography with object rotation and two-directional off-axis illumination.

A hybrid system of holographic tomography, which utilizes rotation of a sample and two-directional, off-axis illumination is proposed. The applied type of illumination brings two major benefits. First, it offers theoretical potential for the resolution improvement with respect to conventional tomography. Second, it enables effective, numerical compensation of the defocus error, which is achieved with an accurate, noise-immune autofocusing. Hence, the main practical obstacle of hybrid tomography is removed and its high-resolution potential is put into practice. The utility of the proposed concept is experimentally demonstrated with the tomographic measurement of a photonic crystal fiber.

Competitive inhibition of amino acid transport in human preovulatory ovarian follicles.

To date we have yet to examine whether amino acid (AA) transport in human ovarian follicles is affected by competitive inhibition. In contrast, transplacental transfer of AAs in late-gestation sheep is characterized by reciprocal competition. This phenomenon has been described by algebraic equations of umbilical uptake of AAs based on maternal arterial concentrations. In the present translational study at a university teaching hospital, we verified whether these equations apply to the transport of AAs from blood to follicular fluid (FF) in human preovulatory follicles. For this purpose we used our data on AA concentrations in blood and FF measured earlier by high-performance liquid chromatography in specimens from 14 patients undergoing oocyte retrieval for in vitro fertilization after controlled ovarian stimulation. The main outcome measure was statistical significance of Spearman correlation coefficients for measured versus calculated concentrations of 8 AAs: isoleucine, leucine, valine, phenylalanine, methionine, threonine, lysine, and arginine. Equations for umbilical uptake provided a highly accurate description of blood-to-FF transport for 7 AAs with the exception of lysine: R ≥ 0.899 (p < 0.0001) for the branched-chain AAs, R = 0.829 (p = 0.0003) for threonine, R = 0.754 (p = 0.0019) for arginine, and R = 0.631 (p = 0.0156) for phenylalanine and methionine. We conclude that these equations indicate competitive inhibition between the AAs studied. Our study strongly suggests that many AA transport systems operating in the placenta should also be active in the cells of the preovulatory follicle. Future studies on AA fluxes in human ovarian follicles must consider possible competitive inhibition. ABBREVIATIONS: AA: amino acid; FF: follicular fluid; HPLC: high-performance liquid chromatography.

[Levonorgestrel-releasing intrauterine system Mirena® (Bayer) for the prevention and treatment of endometrial adenocarcinoma and the incidence of other malignancies in women]. / Wplyw systemu wewnatrzmacicznego uwalniajacego lewonorgestrel Mirena® (Bayer) na prewencje i leczenie raka gruczlowego blony sluzowej macicy oraz na inne nowotwory zlosliwe u kobiet.

The use of hormone-releasing intrauterine devices has been on the increase for the last three decades. To date, evidence of their long-term efficiency is available. The aim of the present paper was to briefly review beneficial prophylactic effects of the levonorgestrel-releasing intrauterine system on the incidence of a variety of malignancies in women. Such an influence is of a particular importance in the light of the currently observed increased prevalence of endometrial and cervical adenocarcinomas. Low-dose releasing intrauterine systems are also available, but the hard evidence-based medical data have been derived primarily for Mirena® (Bayer) device, which topically releases from 20 to 14 pg of levonorgestrel daily. Consequently the risk of developing endometrial carcinoma in Mirena® users is lowered by as much as 50% compared with the general population risk To a lesser extent, the intrauterine system decreases the risk for cervical adenocarcinoma and squamous cell carcinoma, as well as ovarian, pancreas, and lung carcinomas. In one population-based study Mirena® increased the risk for breast carcinoma by approximately 20%, whereas a number of other studies failed to demonstrate such a hazard. In the recent decades of the increased predominance of insulin resistance and obesity and an occurrence of hormone-dependent carcinomas at earlier age, a broad application of levonorgestrel-releasing intrauterine systems may become a particularly important component of primary prevention of malignancies in women. Both obese and overweight patients seem perfect candidates for such a hormonal intervention.

Digital holography with multidirectional illumination by LCoS SLM for topography measurement of high gradient reflective microstructures.

In this paper we present a method for topography measurement of high gradient reflective microstructures that overcomes the limited numerical aperture (NA) of a digital holographic (DH) system working in reflection. We consider a case when a DH system is unable to register the light reflected from the full sample area due to insufficient NA. To overcome this problem, we propose digital holography in a microscope configuration with an afocal imaging system and a modified object arm in the measurement setup. The proposed modification includes application of a spatial light modulator (SLM) based on liquid crystal on silicon (LCoS) technology for multidirectional plane wave illumination. The variable off-axis illumination enables characterization of the sample regions that cannot be imaged by the limited NA of a classical DH system utilizing on-axis illumination. In the proposed method, the final object topography is merged from a set of captured object waves corresponding to various illumination directions using a novel automatic algorithm. The proposed technique is experimentally validated by full-field measurement of a silicon mold with a high gradient of shape.

Surface antigen expression on peripheral blood monocytes in women with gynecologic malignancies.

BACKGROUND: Of many specialized blood cells, monocytes are gaining increasing attention for their role in neoplastic disorders. The purpose of the present investigation was to determine the expression of selected peripheral blood monocyte surface antigens in cases of cervical, endometrial, and ovarian cancers. In addition, our aim was to validate the diagnostic value of two artificial coefficients recently proposed for the diagnosis of gynecologic malignancies: Neutrophil to Lymphocyte Ratio (NLR), and Multiplication of Neutrophil and Monocyte Counts (MNM). METHODS: We studied 69 white Caucasian women with histopathologic confirmation of endometrial (N = 42), cervical (N = 13), and ovarian (N = 14) cancers. Reference Group I were women suspected of cancer but histologically nullified (N = 20), and Group II were healthy blood donors (N = 23). Expression of CD11a, CD11b, CD11c, CD16, CD54 (ICAM-1), CD62 L (L-selectin), CD64, and HLA-DR was measured with immunofluorescence in a flow cytometer. RESULTS: CD54 expression increased by ≥35.6% (p < 0.001) whilst HLA-DR decreased by ≥10.8% (p < 0.001) in all cancer subgroups and Group I as compared to blood donors. A correlation (p < 0.05) between CD54 and CD62 L was stronger in all cancers studied than in healthy subjects. There was no difference in the NLR values between any of these subgroups. Moreover, we observed an increase in MNM parameter in cases of cervical and endometrial cancer and in the Reference Group I. CONCLUSIONS: In the studied gynecologic malignancies, CD54 expression on peripheral blood monocytes is enhanced, indicating a higher transmigrational potential present in such patients, and HLA-DR expression diminished, indicating a decreased readiness of the immune system to recognize foreign antigens. The more pronounced correlation for the expression of CD54 and CD62 L in cancer suggests that monocytes uptake from the bloodstream and their local adhesion increase the pool of tumor-associated macrophages. This study challenged the suggested credibility and usefulness of the artificial parameters of MNM and NLR for the differential diagnosis of gynecologic malignancies.

[An updated overview on the anatomy and function of the female pelvic floor, with emphasis on the effect of vaginal delivery]. / Budowa I czynnosc dna miednicy u kobiet! uaktualniony przeglad z podkresleniemwplywu porodu drogami natury.

Phylogenetically, the pelvic floor is a relatively old group of skeletal muscles which, along the acquisition of the erect posture by the human, gained a number of new important roles or were subjected to adaptation of some other roles performed earlier. The functional tasks of the pelvic floor in women (mostly of its prominent representatives - the levator ani muscles) include: supporting the contents of the abdominal cavity at the upright position, participation in the volitional and reflex compression of the urethra, narrowing the transverse dimension of the vagina and urogenital hiatus, involvement in sexual functions, and securing the terminal portion of the alimentary tract. The aim of this overview was to briefly review the information on the latest understanding of the anatomy of the pelvic floor, delineate its nomenclature recommended by the Federative Committee on Anatomical Terminology, and emphasize an array of physiological findings related to the contractility of these important muscles. The functional specialization of striated muscle fiber types and the anatomical basis of the relationship between vaginal delivery at term and postpartum urinary incontinence have been underlined. Nowadays, some intrapartum injuries to the pelvic floor can be successfully detected with ultrasound in the immediate postpartum period. This updated information should be part of a basic professional knowledge for obstetrician-gynecologist.

Human breast milk sugars and polyols over the first 10 puerperium days.

OBJECTIVE: The transition from colostrum to mature breast milk during early puerperium is associated with significant concentration changes of numerous compounds. However, it is not known whether the free sugars, aminohexoses, and polyols are affected. Therefore, in this study, we aimed to determine their concentrations in human colostrum and milk during the first 10 days postpartum. METHODS: This prospective longitudinal study in a sample of normal consecutive obstetric patients was conducted as a collaboration between two academic centers-Polish and American. Participants were 13 women after uncomplicated pregnancy and delivery at term of a singleton, appropriate-for-gestational-age fetus. Lactose, galactose, glucose, mannose, galactosamine, glucosamine, glycerol, and myo-inositol concentrations were measured using high performance liquid chromatography. RESULTS: During the first 3 days postpartum, the concentrations of lactose and glucose increased significantly (P < 0.001), to steady-state values thereafter. In contrast, the concentrations of myo-inositol and glycerol decreased significantly (P < 0.001) over the first 4 days, to reach relatively low stable values. ANOVA analysis indicated that the postpartum day at which early changes ceased to be significantly different from their plateau values was Day 4. myo-Inositol concentrations were significantly higher (P = 0.022) in multiparas than in primiparas. CONCLUSIONS: The colostrum-to-milk transition is associated with significant changes in concentrations of free sugars and polyols, changes which are completed by the fourth postpartum day. Parity influences the concentrations of some compounds in the breast milk.

Ammonia and female sex hormones concentrations in human preovulatory follicular fluid are not directly related.

OBJECTIVE: The ammonia gradient from the human preovulatory follicular fluid (FF) to blood has been documented. The purpose of the present study was to substantiate whether following controlled ovarian hyperstimulation, female sex hormones are relATED TO THIS PHENOMENON. MATERIAL AND METHODS: Blood was taken from the antecubital veins of 32 randomly selected patients undergoing an in vitro fertilization program prior to oocyte retrieval and FF collection. Ammonia concentrations in blood and FF were determined by the indophenol method, and 17beta-estradiol (E2) and progesterone (PGS) concentrations in plasma and FF by radioimmunoassay RESULTS: The mean ammonia concentration was 39.15 +/- 3.25 microM for FF and 20.15 +/- 1.20 microM for blood (p < 0.001). In all subjects, the ratios of ammonia concentrations in FF to those in blood were above 1.0, confirming the production of ammonia by the preovulatory follicle. No correlation was found between FF ammonia and E2 concentrations (Spearman's rank correlation coefficient r = 0.2546; p = 0.160), nor between FF ammonia and the difference in E2 concentration in FF and plasma (r = 0.2416; p = 0.183). Similarly there was no correlation between FF ammonia and PGS (r = -0.1089; p = 0.553). In support of this finding, no correlation was observed between FF ammonia and the difference in PGS concentration in FF and plasma (r = -0.1133; p = 0.537). CONCLUSIONS: Ammonia production is not directly related to intrafollicular female sex hormones concentrations. The accumulation of ammonia is likely to account for the alkaline pH of the human preovulatory FF.

High-numerical-aperture microlens shape measurement with digital holographic microscopy.

In this Letter, we introduce an algorithm that overcomes limitations in shape measurement by holographic microscopic methods in cases of micro-optical elements with high NA, such as microlenses. The presented algorithm provides a simple method for shape reconstruction from interferometrically measured phase. The algorithm is based on the analysis of local ray transition through the measured object. We develop algorithms for holographic configurations working in transmission and reflection. The accuracy of the developed algorithms is proved by experiments and extensive simulations. We present an experiment in a holographic Mach-Zehnder configuration where we have measured and successfully reconstructed the height distribution of spherical and cylindrical microlenses with NA up to 0.3.

[Intrahepatic cholestasis of pregnancy: a disorder with increased fetal risks. Part II: fetal condition and medical management]. / Wewnatrzwatrobowa cholestaza ciezarnych--niedoceniony problem medycyny plodowej. Czesc II: Stan plodu i postepowanie lekarskie.

The aim of this review was to present recent information about the fetal condition in cases of intrahepatic cholestasis of pregnancy. A relatively mild course of maternal disease does not predict fetal well-being accurately. Increased risk of sudden intrauterine death was emphasized, implicating the need for more stringent obstetric monitoring of fetal condition in this disorder. A pathogenetic mechanism leading to sudden deterioration of fetal wellbeing was proposed and discussed. Current recommendations regarding medical management of intrahepatic cholestasis of pregnancy were also presented.