Volume 13 | Issue 8 |

 Abstract

The World Health Organization has already acknowledged the role that herbal medicines play in tribal communities' traditional health care systems. It is simple to obtain medicinal herbs from nature, and it is believed that these natural products have fewer adverse effects (Mishra, 2013; Sharma, 2018). In many tropical and sub-tropical nations, the xerophytes plant Aloe Vera (L.) Bumf. (family: Asphodelaceae) has become naturalized.

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ANTI-INFLAMMATORY GEL FORMULATION AND EVALUATION

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Janpad PIithrogadh Ke Bhanela Gav Me Palayan Ki Sthithi, Karan Aur Prabhav Per Adhayan

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Janpad PIithrogadh Ke Bhanela Gav Me Palayan Ki Sthithi, Karan Aur Prabhav Per Adhayan

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The inherent volatility of financial markets presents a significant challenge to accurate price forecasting. This paper introduces Algorion, a novel deep learning framework for stock price prediction. Algorion utilizes a Long Short-Term Memory (LSTM) network trained on an extensive set of historical, technical, and fundamental data to forecast future price movements. To evaluate the model's effectiveness, we conduct a rigorous backtesting experiment on a diverse portfolio of stocks from the NIFTY 50 index over a ten-year period. The results demonstrate that the Algorion framework achieves superior prediction accuracy (measured by RMSE and MAE). Furthermore, when its predictions are used to generate systematic trading signals, the resulting strategy yields significantly higher risk-adjusted returns (measured by Sharpe and Sortino ratios) compared to traditional baseline strategies. An ablation study further quantifies the value-add of integrating a rich feature set, which improves performance over a basic LSTM model. Our findings establish the efficacy of sophisticated deep learning systems in creating more robust and accurate stock price prediction models.

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Stock Price Prediction, Deep Learning, LSTM, Time-Series Forecasting, Computational Finance, Financial Forecasting.

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Sciatica, known as Gridhrasi in Ayurveda, is a prevalent neuromuscular condition marked by pain that radiates along the sciatic nerve. While contemporary medicine mainly attributes it to nerve compression from lumbar disc herniation or spinal issues, Ayurveda views it as a disorder characterized by a dominance of Vata and systemic imbalance. This article offers a comparative analysis of Sciatica from both modern and Ayurvedic viewpoints, exploring their concepts regarding causes, symptoms, diagnostic methods, and treatment options. The modern perspective prioritizes relieving symptoms, relies on imaging for diagnosis, and includes surgical procedures, while Ayurveda emphasizes restoring balance among doshas through Panchakarma treatments, herbal solutions, and changes in lifestyle. The research underscores how both systems can complement each other and promotes an integrated approach to treatment. A comprehensive strategy that merges the advantages of both fields can improve clinical results and enhance overall well-being for patients dealing with Sciatica.

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Sciatica, Gridhrasi, Ayurveda, Vata Vyadhi, Panchakarma, Modern medicine, Comparative study, Integrative approach, Neuromuscular disorder

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Intelligent Home Security System using Artificial Intelligence is the project undertaken to replace traditional means of security with modern IOT and A.I. based systems. Some commercial products based on image recognition are readily available, but such single security level systems can be easily breached. To overcome these drawbacks, we have implemented an A.I. based 2 level security system that can be easily scaled and can be packed with more features without loss in performance.

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Artificial Intelligence, Machine Learning, Tensorflow, Image Recognition, Voice Recognition, Spectrogram, IOT, MQTT.

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The period 2017-2021 witnessed a significant recalibration of India-United States relations under the Trump administration. This paper critically analyzes how strategic realignment and transactional diplomacy shaped bilateral ties. It finds that shared strategic interests - notably balancing a rising China - drove deeper defense and security cooperation, even as President Donald Trump's "America First" approach introduced new strains in trade and diplomacy. India and the U.S. tightened their strategic embrace through foundational defense agreements and an expanded Indo-Pacific strategy, realigning India closer to the American security orbit. At the same time, Trump's transactional style - prioritizing trade balances and immediate returns - led to tensions over tariffs, market access, and immigration policies, testing the partnership's resilience. Using a human-centered narrative, the paper evaluates major diplomatic events, defense accords, trade disputes, geopolitical shifts, and episodes of both friction and synergy. It concludes that Indo-US relations advanced on many fronts under Trump's tenure, marked by unprecedented personal camaraderie and strategic convergence, but also endured significant turbulence due to an overtly deal-centered diplomatic ethos. The analysis draws on diverse sources to present an updated, nuanced account of this consequential period, avoiding simplistic or deterministic conclusions. The findings underscore that while structural strategic factors largely kept Indo-US ties on an upward trajectory, transactional diplomacy injected unpredictability, requiring careful management by both New Delhi and Washington.

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Strategic Realignment, Transactional Diplomacy, Indo-US Relations, Trump Administration, Defense Cooperation, Trade Conflicts, Geopolitics, India, United States, Indo-Pacific Strategy, Bilateral Tensions, Tariffs, Immigration Policy, Modi-Trump Relations, Diplomatic Analysis

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Background: Duchenne Muscular Dystrophy (DMD) is a progressive neuromuscular disorder characterized by muscle weakness, impaired balance, and an increased risk of falls. Early physiotherapy interventions can play a crucial role in maintaining function and reducing fall risk. Case Description: An 8-year-old male child with DMD presented with frequent falls and difficulty performing daily activities such as stair climbing. He exhibited typical signs, including anterior pelvic tilt, waddling gait, and proximal lower limb weakness. The outcome measures used were the Paediatric Balance Scale (PBS) and the Paediatric Functional Reach Test (P-FRT). Intervention: The child received a structured physiotherapy program over two months (four sessions per week) focusing on balance training, lower limb strengthening, stretching, and functional mobility exercises. Outcomes: Post-intervention assessments showed improvement in balance with PBS increasing from 16/56 to 33/56 and P-FRT reach distance improving from 7 cm to 19 cm. The child demonstrated enhanced postural control and reduced fall frequency. Conclusion: Early and consistent physiotherapy interventions can significantly improve balance and reduce fall risk in children with DMD, enhancing functional independence and quality of life.

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DMD, Balance, Fall Risk, Physiotherapy rehabilitation, trampoline

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Abstract: This study investigates the evolving contours of indigeneity in Assam through the lens of tribal politics. It explores how tribal communities have historically constructed and asserted their indigenous identity, shaping their collective consciousness and socio-political agency. The research traces the trajectory of tribal political mobilization, focusing on key demands around land rights, autonomy, and representation. It further analyzes the impact of state interventions particularly the Sixth Schedule and autonomous councils on tribal autonomy and the institutionalization of indigeneity. By examining these dynamics, the study offers critical insights into how tribal politics continues to influence Assam's broader socio-political landscape.

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Keywords: indigeneity, tribal politics, Assam, land rights, autonomy, Sixth Schedule, autonomous councils, political mobilization, tribal identity, socio-political landscape.

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The present study was planned to find out the guidance needs of male and female adolescents studying in Jawahar Navodaya Vidyalayas of Himachal Pradesh with respect to Physical, Social, Psychological, Educational and Vocational Area. The students studying in Jawahar Navodaya Vidyalayas of Himachal Pradesh were selected for study. Data was collected with the help of standardized tool viz. Guidance Needs Inventory (GNI) developed by Dr. J.S Grewal[1]. The statistical technique like Mean, SD and the 't'-test were employed for data analysis. The finding of the study reported no significant difference in Physical, Social, Psychological, Educational, Vocational and Total areas of guidance needs of Male and Female adolescents studying in Jawahar Navodaya Vidyalayas.

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Physical Guidance, Social Guidance, Educational Guidance

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Background: Essential hypertension continues to be a major risk factor for cardiovascular morbidity and mortality, affecting almost half of the adult population worldwide. Acupuncture at specific cities, such as Liver 3 (LV3), has shown promising results in blood pressure management, given the well-established effect of pharmaceutical interventions. Case Presentation: A 64-year-old man who had just been diagnosed with essential hypertension had daily acupuncture treatments on both LV3 sites for 21 days. The patient did not take any medications, had no significant medical history, and favoured non-pharmacological management. Methods: Blood pressure was measured immediately before and after each Acupuncture session. Statistical analysis included paired t-tests, linear regression, and effect size calculations using Cohen's d. Results: Baseline blood pressure of 180/100 mmHg decreased to 163/90 mmHg by day 21, representing reductions of 17 mmHg systolic and 10 mmHg diastolic pressure. Mean blood pressure reduction per session was 1.95 mmHg systolic and 2.33 mmHg diastolic. Paired t-test analysis revealed highly significant differences (systolic: t = 7.192, p < 0.000001; diastolic: t = 4.121, p < 0.001) with moderate effect sizes (Cohen's d = 0.387 and 0.476, respectively). Linear regression demonstrated consistent downward trends throughout the intervention period. No adverse events occurred. Conclusion: Acupuncture at LV3 over 21 days resulted in clinically significant blood pressure reduction in this patient with essential hypertension. These findings support existing evidence for LV3 acupuncture as a potential complementary therapy for hypertension management, though larger controlled trials are warranted.

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Acupuncture, Liver 3, LV3, Taichong, essential hypertension, blood pressure, traditional Chinese medicine, case study

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