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19 articles for “Drug Recommender System”
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Machine Learning Techniques Based on Sentiment Analysis for Drug Recommendation System
Abstract: A recommended system can help the user make sense of complex information and make well-considered choices. User-generated material is conveyed in human language in various nuanced ways, making it difficult to provide recommendations based on a study of attitudes. However, there has been a shortage of research devoted to health and medical concerns compared to more mainstream areas like product and media critiques and dining-out recommendations. Sentiment analysis (SA) of …
Published in Journal of Computer Technology & Applications · Vol. 14, Issue 3, 2023 · pp. 83–94 Read article
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Laghu Shankh Prakshalan
Abstract: Gheranda Samhita, a Sanskrit text on Yoga, enumerates Dhauti Kriyas. Dhauti is cleansing of abdomen. Yogic and Ayurvedic literature emphasizes on maintaining clean gut. The modern medicine also enumerates importance of keeping gut clean. The health of an individual depends fully on clean gut. The first principle of Naturopathy says that, accumulation of dirt due to improper digestion, constipation, etc. disturbs the gut health and thereby disturbing the overall health. …
Published in Research and Reviews : A Journal of Ayurvedic Science, Yoga and Naturopathy · Vol. 10, Issue 2, 2023 · pp. 16–21 Read article
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A Review: Carissa Carendas Leaves: Phytochemical Constituents, Traditional Use, and Pharmacological Properties
Abstract: Carissa carendas called Karanda are used in many traditional systems Unani, Ayurveda, homeopathic systems. Traditionally various herbal drugs used in curing many diseases are used singly or in a combination of another herbal drugs. Carissa carendas is all part of plant-like fruit, root, leaves all parts is used to treat many diseases traditionally. Various herbal drugs individually or in combination have been recommended for the treatment of different diseases. The …
Published in Research & Reviews : Journal of Botany Read article
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Polycystic ovarian syndrome and its management in Unani System of Medicine- A Comprehensive Review
Abstract: Polycystic ovarian syndrome (PCOS) is a prevalent endocrine disorder that significantly impacts women’s reproductive and metabolic health. It often leads to anovulation and infertility, creating distress for those affected. Additionally, PCOS increases the risk of developing diabetes and other long-term health complications. Recognizing and addressing PCOS is crucial, as early intervention can improve quality of life and prevent serious health issues. Common symptoms are polymenorrhea, oligomenorrhea, amenorrhea, hirsutism, acne, weight …
Published in Research & Reviews : A Journal of Unani, Siddha and Homeopathy · Vol. 12, Issue 2, 2025 · pp. 13–24 Read article
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RoseRAG-Based Clinical Decision Support System for Precision Medication Safety
Abstract: Medication-related errors remain a major challenge in healthcare, contributing to adverse drug events, increased hospitalization rates, and substantial healthcare costs. Conventional Clinical Decision Support Systems (CDSS) primarily rely on rule-based mechanisms for identifying drug-related problems (DRPs), including drug–drug interactions, contraindications, dosing errors, therapeutic duplication, and medication omissions. Although effective in structured environments, these systems frequently generate excessive context-insensitive alerts, leading to alert fatigue and reduced clinical acceptance. Recent developments in …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 13, Issue 3, 2025 Read article
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Navigating the Principles and Practice of Oral Anticoagulant Therapy: A Comprehensive Healthcare Guide
Abstract: Oral anticoagulant therapy plays a critical role in the prevention and treatment of thromboembolic disorders, including atrial fibrillation (AF), venous thromboembolism (VTE), and mechanical heart valve replacement. This research article aims to provide a comprehensive overview of the principles and practice of oral anticoagulant therapy, focusing on the mechanisms of action, pharmacokinetics, clinical indications, monitoring, and management of associated complications. The cornerstone of oral anticoagulant therapy includes vitamin K antagonists …
Published in Research and Reviews: A Journal of Pharmacology · Vol. 15, Issue 1, 2025 · pp. 76–82 Read article
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Improving Care and Sanitation Facilities of Public Healthcare Delivery System: A Patient - Provider Perspective
Abstract: Despite being one of the fastest economies of the world and having taken big steps to advance the country’s health status after independence, India still has a long way to go. India’s healthcare system is challenging, particularly because of huge population size, economic and social factors coupled with the increasing burden of communicable and lifestyle diseases. Public hospitals in our country are heavily utilized by lower income groups of the …
Published in Research and Reviews: A Journal of Health Professions · Vol. 8, Issue 2, 2018 · pp. 37–48 Read article
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Pharmacovigilance and drug safety current trends and challenges
Abstract: Pharmacovigilance and drug safety are critical areas of focus in healthcare, aimed at monitoring the safety and efficacy of pharmaceutical products throughout their lifecycle. This review explores current trends, emerging technologies, and challenges in pharmacovigilance, emphasizing their impact on public health and regulatory practices. With the increasing complexity of global pharmaceutical markets, pharmacovigilance systems are evolving to integrate real-time data analytics, artificial intelligence (AI), and machine learning (ML) to detect …
Published in Research & Reviews: A Journal of Drug Formulation, Development and Production · Vol. 12, Issue 1, 2025 · pp. 19–27 Read article
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Unani Medicine Approaches To Liver Diseases :Therapeutic Principles and Review
Abstract: Background: For centuries, the Unani system of medicine has addressed liver diseases through principles that recommend specific therapies tailored to each ailment. Purpose: To analyze the therapeutic principles and Unani medications recorded for the treatment of liver diseases. Data Sources: Unani literary books in both Urdu and English were consulted, along with original e-research papers serving as databases. Limitation: This paper primarily focuses on the therapeutic principles related to liver …
Published in Research & Reviews : A Journal of Unani, Siddha and Homeopathy · Vol. 12, Issue 2, 2025 · pp. 25–29 Read article
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Tadbeer-e-advia: A Unani Process of Detoxification of Poisonous Drugs: A Review
Abstract: The Unani System of Medicines (USM) is one of the oldest traditional systems of medicine, and deals with drugs of plants, animals and minerals origin where maximum are of plant origin. Most of the drugs used in USM are believed to be safe. But among the drugs of these origins are known for their toxic, undesirable and harmful effects. Unani Scholars divided all the drugs into four categories first, second, …
Published in Journal of AYUSH: Ayurveda, Yoga, Unani, Siddha and Homeopathy · Vol. 9, Issue 2, 2020 · pp. 1–5 Read article
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CB₁ Reverse Agonists: A Cheminformatic and Patent Landscape Study
Abstract: The endocannabinoid system plays a crucial role in numerous physiological functions, making cannabinoid receptor 1 (CB1) an attractive target for therapeutic development. This review provides a systematic analysis of patent filings from 2019 to 2023 that focus on small-molecule CB1 reverse agonists. It begins with an overview of the endocannabinoid system, highlighting CB1’s involvement in energy balance, pain regulation, and neuroinflammatory processes The main section of the review examines fifteen …
Published in International Journal of Cheminformatics · Vol. 3, Issue 2, 2025 · pp. 33–36 Read article
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The Concept of Guillain-Barré Syndrome (GBS) in Unani Medicine and the Potential Role of Unani Pharmacology in Its Management
Abstract: Introduction: Guillain–Barré Syndrome (GBS) is an autoimmune neurological disorder characterized by progressive muscle weakness and paralysis due to immune-mediated damage to the peripheral nervous system. Conventional treatments focus on immunotherapy and supportive care, but alternative approaches, such as Unani Medicine offer promising holistic management strategies. Unani Medicine attributes GBS to humoral imbalance, particularly an excess of Balgham (Phlegm) affecting nerve function, leading to weakness and dysfunction. Objective: This study aims …
Published in Journal of AYUSH: Ayurveda, Yoga, Unani, Siddha and Homeopathy · Vol. 14, Issue 2, 2025 · pp. 32–52 Read article
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Explainable Artificial Intelligence in Personalized Medicine: Emerging Clinical Perspectives
Abstract: The convergence of artificial intelligence (AI) and precision medicine has transformed contemporary healthcare by enabling data-driven clinical decision-making, individualized therapeutic interventions, and predictive diagnostics. However, despite remarkable advances in machine learning (ML) and deep learning (DL), the widespread adoption of AI in healthcare remains constrained by the “black-box” nature of many computational systems. Clinicians, regulatory agencies, and patients increasingly demand transparency, interpretability, and trustworthiness in AI-guided medical recommendations. Explainable Artificial …
Published in Emerging Trends in Personalized Medicines · Vol. 3, Issue 2, 2026 · pp. 13–29 Read article
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Effect of Dalak (Massage) in the Management of Sahar (Insomnia)
Abstract: Saher (Insomnia) or sleeplessness is a sleep disorder in which there is an inability to fall asleep or to stay asleep or both, as long as desire. According to current researches, it has been noted that many people all over the world are suffering from one or more symptoms of insomnia. Depending on duration of problem, it may be classified as transient insomnia, short term insomnia and chronic insomnia. Insomnia …
Published in Research & Reviews : A Journal of Unani, Siddha and Homeopathy · Vol. 5, Issue 2, 2018 · pp. 24–28 Read article
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Episiotomy Practice and its Associated Factors among Mothers who Gave Birth Vaginally at Public Health Institutions of Shire Town, Northern Ethiopia
Abstract: Obstetric perineal trauma is assumed to be a serious health problem for women as well as for their child during their childbirth. Episiotomy is the commonest obstetric surgical operation performed to increase the diameter of the vulvas outlet during the late period of the second stage of labor in order to facilitate vaginal delivery. The rate of episiotomy is on the decline in developed countries but still remains high in …
Published in Research and Reviews: A Journal of Health Professions · Vol. 6, Issue 1, 2016 · pp. 15–21 Read article
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Protective Effects of Phyllanthus amarus and Sida acuta Extracts Against DoxorubicinInduced Toxicity in Chick Embryo Models
Abstract: Chemotherapy remains a cornerstone of cancer treatment, yet severe side effects, including cardiotoxicity often limit its clinical application. Doxorubicin, a widely used anticancer drug, is particularly associated with dose-dependent toxicities that impact the heart, liver, and kidneys. In search of complementary approaches to mitigate these adverse effects, this study evaluates the protective potential of hydro-alcoholic extracts from Phyllanthus amarus and Sida acuta, two medicinal plants with known antioxidant and anti-inflammatory …
Published in Research and Reviews: A Journal of Toxicology · Vol. 15, Issue 2, 2025 Read article
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In Situ Investigation of Hemidesmus indicus Phytocompound Extracts as a Therapeutic Target for Acute Myeloid Leukemia
Abstract: Objective: Acute myeloid leukemia (AML) is an apoptotic condition in the hematopoietic system induced by the differentiation and maturation of stem cells into erythrocytes, and leukemic cell proliferation is suppressed as the PI3K-Akt-mTOR pathway is pharmacologically targeted with certain inhibitors. As a result, in silico molecular docking of compounds against AML receptors, CTMP, was used in computational research on Hemidesmus indicus to uncover therapeutic phytochemicals for AML. Thus, this study …
Published in Research and Reviews : Journal of Computational Biology · Vol. 13, Issue 1, 2024 · pp. 38–53 Read article
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India’s Traditional Medicine Trade (2015–2024): Trends, Regulatory Landscape, and Policy Directions for Sustainable Growth
Abstract: India is a major global supplier of traditional medicine products – including Ayurvedic, Unani, Siddha, homeopathic, and other herbal and plant-based formulations – yet exports continue to face challenges arising from regulatory divergence, heterogeneous quality-control requirements across markets, and raw-material supply constraints linked to biodiversity pressure and fragmented value chains. This paper systematically analyzes India’s import-export patterns for traditional medicine between 2015 and 2024, maps the regulatory landscape (DGFT, Drugs, …
Published in Research & Reviews : A Journal of Unani, Siddha and Homeopathy · Vol. 13, Issue 1, 2026 · pp. 13–18 Read article
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Adverse Drug Reactions and Pharmacovigilance of Herbal Medicines in India
Abstract: The use of ayurvedic medicines is popular in India and in recent times has become accepted in other countries. Associated with this increasing use, are growing concerns about the safety of ayurvedic medicines. This paper discusses in brief the ayurvedic concepts of adverse reactions to medicines, the need for pharmacovigilance of ayurvedic medicines, challenges in introducing pharmacovigilance in ayurveda and some recommendations to successfully implement these activities. Pharmacovigilance is the …
Published in Journal of AYUSH: Ayurveda, Yoga, Unani, Siddha and Homeopathy · Vol. 5, Issue 1, 2016 · pp. 10–13 Read article