COVID-19 Detection using adopted convolutional neural networks and high-performance computing.

The COVID 19 pandemic is highly contagious disease is wreaking havoc on people's health and well-being around the world. Radiological imaging with chest radiography is one among the key screening procedure. This disease contaminates the respiratory system and impacts the alveoli, which are small air sacs in the lungs.

Transfer learning-driven ensemble model for detection of diabetic retinopathy disease.

In this study, we propose an ensemble model for the detection of diabetic retinopathy (DR) illness that is driven by transfer learning. Due to diabetes, the DR is a problem that affects the eyes. The retinal blood vessels in a person with high blood sugar deteriorate.

Treatment of Parkinson's Disease: Current Treatments and Recent Therapeutic Developments.

Background: Parkinson's disease (PD) is a neurodegenerative syndrome defined by a variety of motor, cognitive, and psychomotor dysfunctions. The current pharmaceutical treatment focuses on treating the condition's symptoms. They are primarily concerned with reducing illness symptoms or avoiding dopamine metabolism.

Pharmaceutical Considerations of Translabial Formulations for Treatment of Parkinson's Disease: A Concept of Drug Delivery for Unconscious Patients.

Purpose: The goal of the present research was to isolate a biopolymer from Phaseolus vulgaris (P. vulgaris) and Zea mays (Z. mays) plants and used it to construct Resveratrol (RES)-loaded translabial films.

Myocardial Infarction as a Consequence of Mitochondrial Dysfunction.

Acute myocardial infarction is an event of myocardial necrosis caused by unstable ischemic syndrome. Myocardial infarction (MI) occurs when blood stops flowing to the cardiac tissue or myocardium and the heart muscle gets damaged due to poor perfusion and reduced oxygen supply. Mitochondria can serve as the arbiter of cell fate in response to stress.

An Insight into the Pathogenesis of Diabetic Cardiomyopathy Along with the Novel Potential Therapeutic Approaches.

Background: The existence of aberrant myocardial activity and function in the exclusion of those other cardiovascular events, such as atherosclerosis, hypertension, and severe valve disease, is known as diabetic cardiomyopathy. Diabetes patients are much more prone to death from cardiovascular illnesses than from any other cause, and they also have a 2-5 fold higher likelihood of acquiring cardiac failure and other complications.

Objective: In this review, the pathophysiology of diabetic cardiomyopathy is discussed, with an emphasis on the molecular and cellular irregularities that arise as the condition progresses, as well as existing and prospective future treatments.

Exploiting the bioactive properties of essential oils and their potential applications in food industry.

Fruits are an abundant source of minerals and nutrients. High nutritional value and easy-to-consume property have increased its demand. In a way to fulfil this need, farmers have increased production, thus making it available for consumers in various regions.

Aortic stenosis: a review on acquired pathogenesis and ominous combination with diabetes mellitus.

Background: Aortic stenosis (AS) is a progressive disease, with no pharmacological treatment. The prevalence of diabetes mellitus (DM) among AS patients is higher than in the general population. DM significantly increases the risk of AS development and progression from mild to severe.

Nanosilver-functionalized polysaccharides as a platform for wound dressing.

Polysaccharides that are naturally sourced have enormous promise as wound dressings, due to their wider availability and reasonable cost and good biocompatibility. Furthermore, nanosilver extensively applied in wound treatment is attributed to its broad spectrum of antimicrobial effects and lesser drug resistance. Consequently, wound dressings in corporating nanosilver have attracted wide-scale interest in wound healing, and nanosilver-functionalized polysaccharide-based wound dressings present an affordable option for healing of chronic wounds.

Computer Simulation for Effective Pharmaceutical Kinetics and Dynamics: A Review.

Computer-based modelling and simulation are developing as effective tools for supplementing biological data processing and interpretation. It helps to accelerate the creation of dosage forms at a lower cost and with the less human effort required to conduct the work. This paper aims to provide a comprehensive description of the different computer simulation models for various drugs along with their outcomes.

Innovative Spectrum Handoff Process Using a Machine Learning-Based Metaheuristic Algorithm.

A cognitive radio network (CRN) is an intelligent network that can detect unoccupied spectrum space without interfering with the primary user (PU). Spectrum scarcity arises due to the stable channel allocation, which the CRN handles. Spectrum handoff management is a critical problem that must be addressed in the CRN to ensure indefinite connection and profitable use of unallocated spectrum space for secondary users (SUs).

Local Drug Delivery Strategies towards Wound Healing.

A particular biological process known as wound healing is connected to the overall phenomena of growth and tissue regeneration. Several cellular and matrix elements work together to restore the integrity of injured tissue. The goal of the present review paper focused on the physiology of wound healing, medications used to treat wound healing, and local drug delivery systems for possible skin wound therapy.

The Role of Nutraceutical Supplements in the Treatment of Irritable Bowel Syndrome: A Mini Review.

Background: Irritable bowel syndrome (IBS) is a prolonged bowel illness that is generally stress-related and is characterized by a variety of gastrointestinal problems, the most prominent of which is chronic visceral abdominal discomfort. As a result, IBS typically impacts sufferers' standard of living, and it is typically associated with depression and anxiety symptoms. IBS medication is based mostly on symptom alleviation.

Appraising the therapeutical potentials of (Benth) Pax & K. Hoffm, an underexplored medicinal herb: A systematic review.

(Benth.) Pax & K. Hoffm.

Children and Adolescents with Irritable Bowel Syndrome: Treatment and Management.

Background: Irritable bowel syndrome (IBS) is a disorder that causes stomach pain in children and adolescents. It may also impact one's quality of life. IBS is linked to gastrointestinal issues such as diarrhoea and constipation.

Physiological and Pathophysiological Aspects of Diabetic Foot Ulcer and its Treatment Strategies.

Background: Diabetes foot ulcers (DFU) are among the most common complications in diabetic patients, leading to amputation and psychological distress. This mini-review covers the general physiology of ulcer healing as well as the pathophysiology of DFU and its therapies. Only a few treatments have been sanctioned and numerous compounds from various pharmacological groups are now being tested at various stages for the prevention and treatment of DFUs.

Upconversion Emission Studies in ErYb Doped/Co-Doped NaGdF Phosphor Particles for Intense Cathodoluminescence and Wide Temperature-Sensing Applications.

Er/Yb doped/co-doped NaGdF upconversion phosphor nanoparticles were synthesized via the thermal decomposition route of synthesis. The α-phase crystal structure and nanostructure of these particles were confirmed using XRD and FE-SEM analysis. In the power-dependent upconversion analysis, different emission bands at 520 nm, 540 nm, and 655 nm were obtained.

Estimation of air pollution tolerance and anticipated performance index of roadside plants along the national highway in a tropical urban city.

One of the most serious environmental issues is air pollution. Unlike other environmental concerns, this form of pollution is extremely challenging to regulate. The greenery of roadside trees plays a significant role in air purification and pollutant absorption, therefore helping to mitigate environmental pollution.

An Exploration of Herbal Extracts Loaded Phyto-phospholipid Complexes (Phytosomes) Against Polycystic Ovarian Syndrome: Formulation Considerations.

Background: Herbal preparations with low oral bioavailability have a fast first-pass metabolism in the gut and liver. To offset these effects, a method to improve absorption and, as a result, bioavailability must be devised.

Objective: The goal of this study was to design, develop, and assess the in vivo toxicity of polyherbal phytosomes for ovarian cyst therapy.

Diabetic Patients with COVID-19 Complications: Insights into Prevalence, Prognosis, Combination Medications, and Underlying Mechanisms.

Background: COVID-19 may have an impact on diabetes pathogenesis. For people with COVID-19 infection as well as for healthy individuals, blood glucose control is essential. Nowadays, innovations like telemedicine are helpful in treating diabetic patients.

Effects of eugenol on the behavioral and pathological progression in the MPTP-induced Parkinson's disease mouse model.

Parkinson's disease (PD) is the world's second most common neurological disorder. Oxidative stress and neuroinflammation play a crucial role in the pathogenesis of PD. Eugenol is a phytochemical with potent antioxidant and anti-inflammatory activity.

A Strategic Investigation on Diabetic Nephropathy; Its Conceptual Model and clinical Manifestations: A Review.

Diabetes is a major health issue, and its complications can lead to various health problems. Nephropathy has been recognised since the 1930s, when Kimmelstiel and Wilson first reported the characteristic nodular glomerulosclerosis lesions in diabetic kidneys. Diabetic nephropathy (DN), commonly known as diabetic kidney disease, is a condition in which people with diabetes have excessive quantities of urine albumin excretion, diabetic glomerular lesions, and a reduction in their glomerular filtration rate (GFR).

Multicenter Study on COVID-19 Lung Computed Tomography Segmentation with varying Glass Ground Opacities using Unseen Deep Learning Artificial Intelligence Paradigms: COVLIAS 1.0 Validation.

Variations in COVID-19 lesions such as glass ground opacities (GGO), consolidations, and crazy paving can compromise the ability of solo-deep learning (SDL) or hybrid-deep learning (HDL) artificial intelligence (AI) models in predicting automated COVID-19 lung segmentation in Computed Tomography (CT) from unseen data leading to poor clinical manifestations. As the first study of its kind, "COVLIAS 1.0-Unseen" proves two hypotheses, (i) contrast adjustment is vital for AI, and (ii) HDL is superior to SDL.

Nrf2 Mediated Heme Oxygenase-1 Activation Contributes to Diabetic Wound Healing - an Overview.

Diabetic wound healing is a complicated procedure because hyperglycemia changes the various stages of wound healing. In type 2 diabetes mellitus (T2DM), oxidative stress is proven to be a critical factor in causing non-healing wounds and aggravating the inflammatory phase, resulting in the amputation of lower limbs in T2DM patients. This makes scientists figure out how to control oxidative stress and chronic inflammation at the molecular level.

A Systematic Review of Various Screening Models as well as the Mechanisms Involved in Parkinson's Disease Screening Procedures.

Background: Parkinson's disease is the second most common neurological ailment. It is also known that it affects practically all other brain components, although only gradually. Animal models are mostly used to test the efficacy of treatment against a specific enzyme and aid in creating a new drug dose.