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Purpose: The purpose of this study was to investigate whether a different indocyanine green lymphography formula can reduce the severe pain encountered during this investigation.Methods: Indocyanine green ICG lymphography frequently induces severe and intolerable pain in patients. It is very important to develop a relatively painless lymphography method. This helps reduce patients’ apprehension during examination. Our center conducted randomized control groups of 60 patients with limb lymphedema. Cases were divided into experimental and control groups. Patients in the experimental group were injected with indocyanine green solution containing 5% glucose, while patients in the control group were injected with indocyanine green solution with sterile water.VAS scores were recorded pre-injection, during, and at 10, 20, and 30 minutes post-injection. We recorded possible side effects, e.g. skin redness, itching, subcutaneous bleeding, bruising, severe allergic reactions, and other complications within 24 and 48 hours after imaging, and analyzed the pain score data. Results: The average pain score of the experimental group was 0-3 points, while the control group was 6-8 points. Disease staging was accurately assessed based on imaging results . No other serious complications occurred.Conclusion: Pain can be significantly reduced by the new modality. This method does not affect lymphography results and imaging quality, and there are no obvious serious complications.

Background: Acral Fibromyxoma (AFM) is a rare benign soft tissue tumour which is described as a fibromatous and myxoid tumour of skin and soft tissue. Case details: A 40-year-old  male presented to the Dermatology outpatient department with swelling over the wrist of one year duration. The swelling was associated with mild pain, and it gradually increased in size to reach its present size. Cutaneous examination revealed a 2x2 cm mobile, cystic to firm, non-tender swelling over the dorsum of the right wrist. Based on its location and clinical features, it was provisionally diagnosed as a ganglion cyst  and excision biopsy was done. Histology showed stellate-shaped cells in a myxoid background with round to oval nuclei having a small, inconspicuous nucleolus. Acral fibromyxoma presents a distinct histopathology including a myxoid stroma and spindle-shaped cells, which are essential for accurate diagnosis and management.

Mucinous cystadenoma constitutes 15% of epithelial ovarian tumors. In resource limited setting they may reach huge size as there is no regular medical checkup. This case series highlights these aspects along with diagnostic and surgical considerations.

Melanoma is a highly malignant neoplasm arising from melanocytes, which are melanin-producing neural crest cells primarily located in the basal layer of the epidermis, making cutaneous melanoma the most common subtype. However, melanocytes are also found in other anatomical locations, and primary non-cutaneous melanomas, though rare, have been documented. Due to the aggressive nature of this malignancy, it carries a poor prognosis, particularly because it tends to metastasize to various, often atypical, sites. Recognizing these variable presentations is essential for timely diagnosis. Here, we report a rare case of metastatic brain melanoma in a young female and review the relevant literature, highlighting the importance of imaging in identification.

Bifurcation analysis and Multiobjective Nonlinear Model Predictive Control (MNLMPC) calculations were performed on a model of circadian oscillations of the Period (PER) and Timeless (TIM) proteins in Drosophila. The MATLAB program MATCONT was used to perform the bifurcation analysis. The optimization language PYOMO was used along with the state-of-the-art global optimization solvers IPOPT and BARON for the MNLMPC calculations. The bifurcation analysis revealed oscillation causing Hopf bifurcations while the MNLMPC calculations revealed the existence of spikes in the control profiles. Both Hopf bifurcation points and the control profile spikes were eliminated using an activation factor involving the hyperbolic tangent function.

Background: Full-field Digital Mammography (FFDM) is essential for the early detection of breast cancer. Digital Breast Tomosynthesis (DBT) has improved cancer diagnosis and reduced false positives in mammography . This study evaluated DRLs for FFDM and DBT at various ranges of Compressed Breast Thickness (CBT).Material and methods: We evaluated the parameters like Average Glandular Dose (AGD), kVp, mAs, Entrance Surface Dose (ESD), and CBT in a retrospective analysis of FFDM and DBT. We computed the mean, median, range, and 75th percentile for Craniocaudal (CC) and Mediolateral Oblique (MLO) views at various breast thicknesses.Results: The DRLs were 0.70 mGy to 2.55 mGy for FFDM and 0.94 mGy to 3.67 mGy for DBT for breast thickness in the range from 20 mm to 89 mm.Conclusion: This analysis revealed that DRLs were significantly lower than international benchmarks . Mammography radiation dose optimisation enhances diagnostic accuracy and patient safety.

Background: Obesity is a significant health risk linked to hypertension and heart-related disorders in adolescents, impacting their future well-being . Since, the present work is to determine the body constitute including percentage of body fat correlates with cholesterol level which associate with Body Mass Index. Methods: This cross-sectional work was held in 120 college girls aged 19-23 years of Bhavan’s Tripura College of Science and Technology, Anandanagar at West Tripura. Anthropometric measurements such as standing height, body weight, sub scapular and triceps skinfolds, waist &hip circumference were collected. These records were used to calculate Body Fat Percentage (%BF) and Fat Mass (FM). Waist and Hip ratio (WHR) and Body Mass Index (BMI). FM, %BF and biochemical studies such as serum cholesterol level were also used to measures the body fat composition. Results: According to the present study, 53.33% of girls have a normal BMI, 8.83% are underweight, 31.67% are overweight, and 6.67% are obese. WHR results indicate that 54.17% of participants are classified as obese and 45.83% as non-obese. Out of 114 (95%) girls with normal cholesterol levels of 16 (13.33%) students are pre-hypertensive and 10 (8.33%) students are hypertensive. Out of 38 overweight and 8 obese students 13.34% are in pre or hypertensive. Based on WHR, 65 (54.17%) female students are obese; out of 65 obese students, 12 (10%) and 7 (5.83%) female students are pre-hypertensive and hypertensive, respectively and this value is statistically significant (p value < 0.05). Out of 55 (45.83%) no-obese students 8 (6.67%) girls are pre-hypertensive and 5 (6.67%) girls are hypertensive. According to BMI female students who are overweight or obese (5%) also have excessive blood cholesterol.Conclusion: This study expressed clear evidence of correlation in BMI, serum cholesterol level and Hypertension. These results are important for epidemiological studies to identify the cardiovascular risk in obese adults and help to solve a health problem of present Youngers in their future life. This study serves as an early health warning for female college students.

Background: Nutritional awareness among caregivers plays a crucial role in ensuring optimal pediatric health and development. This study assesses the level of nutritional awareness among caregivers and examines its association with demographic factors.Objectives: This study aimed to assess the knowledge and awareness of caregivers regarding dietary advice and complementary feeding for children under five years at Wad-Albasheir Family Health Center, Um-Bada locality.Methods: A cross-sectional study was conducted among caregivers in selected healthcare facilities. Data were collected using a structured questionnaire and analyzed using SPSS version 23. Descriptive statistics and chi-square tests were used to evaluate associations between variables.Results: The majority of caregivers demonstrated moderate awareness (60%), while 22.5% had low awareness and 17.5% had high awareness. A significant association was observed between education level and awareness (p < 0.05). Employment status also influenced awareness levels, with employed caregivers showing higher knowledge scores.Conclusion: Nutritional awareness is a key determinant of pediatric health. Strengthening educational programs targeting caregivers can improve child nutrition outcomes.

This paper reviews recent advances and future trends in feature processing methods within the field of artificial intelligence. With the rapid development of deep learning and big data technologies, feature processing has become essential for enhancing AI model performance. We begin by revisiting traditional feature processing methods, then focus on deep learning-based feature extraction techniques, automated feature engineering, and the application of feature processing in specific domains. The article also analyzes the current research challenges and outlines future development directions, offering structured insights for both researchers and practitioners across disciplines

Multiple stab wounds are a critical forensic indicator, frequently linked to violent assaults, homicides, or self-inflicted injuries. These penetrating injuries result from sharp-edged weapons such as knives, daggers, or other pointed instruments. The depth, size, and severity of the wounds depend on factors including the type of weapon used, the force applied, and the anatomical location of impact. Forensic examination of stab wounds is essential in determining the manner of death—homicidal, suicidal, or accidental. Detailed analysis of wound characteristics, such as depth, trajectory, and associated injuries, aids in crime scene reconstruction. Additionally, identifying defensive wounds can indicate victim resistance, further supporting forensic interpretations. A meticulous forensic autopsy, including weapon analysis and internal organ assessment, is crucial in establishing the cause of death. These findings play a vital role in medico-legal investigations, providing key forensic evidence that supports legal proceedings and ensures justice.