The biomedical applications of artificial intelligence: an overview of decades of research.

A significant area of computer science called artificial intelligence (AI) is successfully applied to the analysis of intricate biological data and the extraction of substantial associations from datasets for a variety of biomedical uses. AI has attracted significant interest in biomedical research due to its features: (i) better patient care through early diagnosis and detection; (ii) enhanced workflow; (iii) lowering medical errors; (v) lowering medical costs; (vi) reducing morbidity and mortality; (vii) enhancing performance; (viii) enhancing precision; and (ix) time efficiency. Quantitative metrics are crucial for evaluating AI implementations, providing insights, enabling informed decisions, and measuring the impact of AI-driven initiatives, thereby enhancing transparency, accountability, and overall impact.

Recent Advances in the Preparation, Properties, and Applications of Solid Lipid Nanoparticles in Drug Delivery.

Solid lipid nanoparticles (SLNs) are one of the extensively utilized nanocarriers in the pharmaceutical field due to their biocompatibility and biodegradability. These features of the carrier system have fuelled its use as the drug delivery system since the last three decades. This review presents different SLN preparation techniques, such as high shear homogenization, hot homogenization, cold homogenization, microemulsion-based technique, etc.

Formulation Strategy and An Overview of Nano-Structured Lipid Carrier-Based Topical Gel as a Novel Drug Delivery System.

Nano-Structured Lipid Carriers (NLCs) are improved Solid Lipid Nanoparticles (SLNs) that recover the permanency and capacity of drug payload. There are 3 different types of NLCs which have been anticipated. The aforementioned Lipid Nano Particles (LNPs) possess possible tenders in drug delivery systems, cosmeceuticals, clinical research and many others.

Socioeconomic gradient of lean diabetes in India: Evidence from National Family Health Survey, 2019-21.

Diabetes is a global public health challenge, particularly in India, affecting millions. Among diabetic patients, lean type 2 diabetes is a severe subtype with higher microvascular complication risks. While studies on the prevalence, variations and risk factors of diabetes are increasingly available, there has been limited research on the prevalence, variations, and socioeconomic disparities of lean diabetes in India.

Solid Lipid Nanoparticles: A Review of their Biomedical Applications and Preparation.

Solid lipid nanoparticles (SLNs) are gaining significant attention in the pharmaceutical industry due to their biocompatibility and biodegradability, making them a popular functional nanocarrier. SLNs are a popular nanocarrier due to their ability to bypass the spleen and liver, offer high drug stability, and improve bioavailability, sterilization, immobilization, targeted drug release, and biocompatible ingredients. This article discusses various SLN preparation techniques, including high shear homogenization, hot homogenization, cold homogenization, microemulsion-based, solvent evaporation, solvent emulsification-evaporation, supercritical fluid-based, spray drying, double emulsion, and precipitation techniques, focusing on methodological aspects.

A Review on Diabetic Retinopathy.

Diabetic retinopathy is a well-recognised microvascular complication of diabetes and is among the leading cause of blindness all over the world. Over the last decade, there have been advances in the diagnosis of diabetic retinopathy and diabetic macular edema. At the same time, newer therapies for the management of diabetic retinopathy have evolved.

Socioeconomic Burden of Critically Ill Patients: A Descriptive Study.

Background The cost of critical illness treatment is generally recognized as expensive and increasing in India. Critical illness of the individual will affect the socioeconomic status of the individual and the family. The direct and indirect costs of intensive care and its impact on the socioeconomic status of critically ill patients and their families need to be estimated.

Remediating textbook deficiencies by leveraging community question answers.

The paper presents a method for recommending augmentations against conceptual gaps in textbooks. Question Answer (QA) pairs from community question-answering (cQA) forums are noted to offer precise and comprehensive illustrations of concepts. Our proposed method retrieves QA pairs for a target concept to suggest two types of augmentations: basic and supplementary.

Therapeutic potential of p53 reactivation in prostate cancer: Strategies and opportunities.

Metastatic prostate cancer (mCaP) remains one of the leading causes of cancer-related death in men worldwide. Androgen receptor (AR) drives the progression of most of the mCaP, and hence the androgen deprivation therapy (ADT) is the first-line treatment of choice for mCaP. Although the responses of ADT and next-generation AR inhibitors initially improve the disease burden, the responses of this combinatorial drug therapy varied widely due to molecular alteration in mCaP patients.

A Review of the Phytochemical and Pharmacological Characteristics of .

is a valued medicinal plant in traditional folk medicine. Many pharmacological studies have shown the ability of this plant to exhibit analgesic, anti-inflammatory, antipyretic, anticancer, antioxidant, nootropic, hepatoprotective, gastroprotective, anti-ulcer, cardiovascular, anti-obesity, antiepileptic, antiasthmatic, antidiabetic, anti-urolithiatic, diuretic, local anesthetic, anti-allergic, anthelmintic, wound healing, antimicrobial, immunomodulatory, and antidiarrheal properties. This review is a comprehensive summary of the phytochemical and pharmacological activities as well as the traditional and therapeutic uses of this plant.