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89 articles for “scoring function”
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System Learning Method Using Spam Filter
Abstract: System learning method can figure out how to perform essential tasks by generalizing from examples. This is often feasible and more effective where human programming is not. As large data becomes available, more ambitious problems can be tackled. As a result, System learning method is broadly used in computer science and other fields. However, developing successful System learning method using spam filter applications requires a substantial amount of “black art” …
Published in Journal of Advances in Shell Programming · Vol. 3, Issue 1, 2016 · pp. 19–27 Read article
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Grid based docking study of some 2-(4-methylsulfonyl phenyl) pyrimidine derivatives (designed after QSAR studies) with Cyclooxygenase
Abstract: Molecular docking helps in studying drug/ligand or receptor/ protein interactions by identifying the suitable active sites in protein, obtaining the best geometry of ligand-receptor complex and calculating the energy of interaction for different ligands to design more effective ligands. In Grid based docking, after unique conformers of the ligand are generated, the receptor cavity of interest is chosen and a grid is generated around the cavity. Cavity points are found …
Published in International Journal of Antibiotics · Vol. 1, Issue 1, 2024 · pp. 23–41 Read article
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Recent Studies Done on Molecular Docking: A Review
Abstract: AbstractIn the field of molecular modeling, docking is a method which predicts the preferred orientation of one molecule to a second when bound to each other to form a stable complex. Knowledge of the preferred orientation in turn may be used to predict the strength of association or binding affinity between two molecules using, for example, scoring functions. Keywords: Molecular modelling, docking, scoring function Cite this Article Rahuldeep. Recent Studies …
Published in Research & Reviews: A Journal of Bioinformatics · Vol. 4, Issue 2, 2017 · pp. 21–23 Read article
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Lower Extremity Dysfunction in Recreational Footballers: A Cross-sectional Study
Abstract: The purpose of the present study was to evaluate the lower extremity dysfunction in male recreational football players. A cross-sectional survey was carried out on 100 recreational football male players using lower extremity functional scale questionnaire including males and females in the age group 17– 25 years. Football players are most frequently impacted by 37% of them having trouble making abrupt turns while sprinting, 26% having trouble running on uneven …
Published in Research and Reviews : A Journal of Medical Science and Technology · Vol. 12, Issue 3, 2024 · pp. 21–26 Read article
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Anterior Cruciate Ligament Reconstruction with a Synthetic Material Graft: Surgical Techniques and Effectiveness
Abstract: The aim of our study is to analyses the clinical results of reconstruction using the synthetic material in patients who had presented with a symptomatic torn anterior cruciate ligament. Method: Between January 2014 and January 2018, we have researched 42 patients with isolated, symptomatic anterior cruciate ligament injury. Before the operation, all the patients should be taken physical examination and analysed; physical findings and functional scores were recorded and knee …
Published in Research and Reviews : Journal of Surgery · Vol. 10, Issue 3, 2021 · pp. 8–13 Read article
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A Study to Evaluate the Effectiveness of Sensory Stimulation Program (SSP) on Motor Function (MF) and Verbal Response (VR) Among Patients with Stroke in ICU of Selected Hospitals at Salem
Abstract: Introduction:Stroke is a medical emergency and can cause permanent neurological damage, complications and death. Objectives: (1)To develop and validate a Sensory Stimulation Program aimed at enhancing motor function (M.F) and vital signs recovery (V.R) in stroke patients. (2)To evaluate and compare the pre-test and post-test scores of M.F and V.R in stroke patients receiving routine nursing care. (3)To assess and compare the pre-test and post-test scores of M.F and V.R …
Published in International Journal of Emergency and Trauma Nursing and Practices · Vol. 2, Issue 2, 2024 · pp. 16–28 Read article
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Multicriteria Decision Making using SR-Fuzzy Sets
Abstract: In this study, we introduce and explore square-root fuzzy sets (SR-Fuzzy sets), a novel extension within the realm of fuzzy set theory. We begin by establishing a comparative analysis between SR-Fuzzy sets and two well-known fuzzy set models: Intuitionistic Fuzzy Sets (IFS) and Pythagorean Fuzzy Sets (PFS). This comparison highlights the unique characteristics and mathematical structure of SR-Fuzzy sets. A particular focus is placed on the complement operator, which plays …
Published in Recent Trends in Mathematics · Vol. 1, Issue 2, 2024 · pp. 12–20 Read article
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Molecular Docking: A Powerful Approach for Structure based Drug Discovery
Abstract: Molecular Docking is a method which predicts the preferred orientation of one molecule to a second when bound to each other to form a stable complex. Knowledge of the preferred orientation in turn may be used to predict the strength of association or binding affinity between two molecules using, for example, scoring functions. The associations between biologically relevant molecules such as proteins, nucleic acids, carbohydrates, and lipids play a central …
Published in Research & Reviews: A Journal of Bioinformatics · Vol. 3, Issue 2, 2016 · pp. 15–19 Read article
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India's Medical Education through E-learning
Abstract: E-learning or learning and teaching that is supported and facilitated by the use of technology, is currently used extensively in all areas of education, including medical education. The purpose of this narrative review is to introduce the idea of e-learning and to discuss its value and application in Indian medical education. The majority of students and faculty, according to experience, are in favour of integrating e-learning alongside traditional learning because …
Published in OmniScience: A Multi-disciplinary Journal · Vol. 12, Issue 2, 2022 · pp. 31–34 Read article
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The Efficacy of Inhibitive Distraction in Subjects with Cervical Spondylosis: An Experimental Study
Abstract: The objective of this study was to find the effect of inhibitive distraction (ID) in reducing the pain status, improve the functional ability and proprioception of subjects with cervical spondylosis (CS). Participants were selected from Kanti Swasthya Kendra, Birpur, Bihar. A total of 30 subjects were recruited for the study on the basis of inclusion and exclusion criteria after signing the informed consent form. Pain status, cervical flexion ROM, propriception …
Published in Research and Reviews : A Journal of Medical Science and Technology · Vol. 2, Issue 3, 2013 · pp. 25–38 Read article
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Awareness of Voice Symptoms and Gender Predisposition in South Indian Carnatic Singers using The Singing Voice Handicap Index
Abstract: Abstract Purpose: Voice is crucial for communication and thereby the quality of life. This study was carried out with the objectives: a) to find out the differences among the physical, functional, and emotional domains of SVHI 10 and b) to check for gender predisposition, if any, in the estimated singing voice handicap symptoms. Method: 38 trained Carnatic classical singers (19 males and 19 females) from the South Indian states of …
Published in Research and Reviews: A Journal of Neuroscience · Vol. 10, Issue 2, 2020 · pp. 1–6 Read article
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Using Monte Carlo Simulation Approach, Estimation of Stochastic Frontier Production Function and Test of Parameters under Restricted Alternatives
Abstract: The stochastic frontier production function can be used to estimate the technical efficiencies among the firms when all the firms are not technically efficient. In most of the economic problems, prior information about the parameters is known in advance. That is, the sign of the parameters are known, which is also true for the Stochastic Frontier Production. We notice that the existing techniques of estimating the Stochastic Frontier Production Function …
Published in Research & Reviews : Journal of Statistics · Vol. 8, Issue 1, 2019 · pp. 26–31 Read article
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Single Case Study on the Effectiveness of Macquarie Injury Management Group (MIMG) Protocol on the Subject of Primary Osteoarthritis of Knee
Abstract: Aim: To check the effectiveness of Macquarie Injury Management Group (MIMG) protocol in subject of primary osteoarthritis of knee. Purpose: Manual therapy has been shown to be an effective treatment for knee osteoarthritis, but it is necessary to evaluate the effectiveness of the MIMG manual therapy technique. However, there is a dearth of literature on the effectiveness of Macquarie injury management group (MIMG) protocol in subject of osteoarthritis of knee. …
Published in International Journal of Orthopedic Nursing and Practices · Vol. 3, Issue 1, 2025 · pp. 7–12 Read article
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To Study the Effects of CIMT (Constraint-Induced Movement Therapy) Vs. GRASP (Graded Repetitive Arm Supplementary Program) Training in Improvement of Arm and Hand Function in Chronic Stroke Patients: A Comparative Study
Abstract: Stroke is the leading cause of adult disability and inpatient rehabilitation admissions. An estimated 70% of the patients who survive a stroke are unable to use their limbs (UE/LL) independently during the first 3 to 4 weeks post stroke. Patients, who have suffered a stroke, experience loss, uncertainty, and social isolation, as stroke represents a sudden, overwhelming, and fundamental change for the survivor. Personal control over progress, optimism, and fears …
Published in Research and Reviews: A Journal of Neuroscience · Vol. 8, Issue 3, 2018 · pp. 24–29 Read article
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Exploring Muscle Energy Technique as A Physiotherapeutic Intervention for Peripheral Facial Palsy: A Pilot Report
Abstract: Background: Peripheral facial palsy results from damage to the peripheral branches of the facial nerve, often presenting as a sudden weakness in the muscles on one side of the face. Research on the application of muscle energy technique (MET) for treating this condition is scarce. Therefore, the aim of this study was to assess the effectiveness of MET in the treatment of peripheral facial palsy. Methods: 15 patients suffering from …
Published in International Journal of Orthopedic Nursing and Practices · Vol. 2, Issue 2, 2024 · pp. 21–29 Read article
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Neuro-Rehabilitation Reimagined: A Cross-Cultural Paradigm Integrating Immunotherapeutics and Multidimensional Analytics in Pediatric Cerebral Palsy
Abstract: Researchers performed multidimensional data analysis on the clinical records of 1,586 cerebral palsy pediatric patients to investigate the rehabilitative benefits of immunotherapy and the advantages of blending Traditional Chinese Medicine with Western treatments. A multi-center, prospective cohort study established a standardized system for data gathering that included clinical baseline databases along with treatment protocols and follow-up information. Baseline data analysis showed substantial patient diversity across clinical types and TCM syndromes …
Published in Research and Reviews: A Journal of Pharmacology · Vol. 15, Issue 2, 2025 · pp. 67–84 Read article
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Evaluation of Machine Learning Classifiers for Sentiment Analysis
Abstract: Sentiment in social media refers to users’ emotions and opinions through their posts and interactions. Sentiment analysis (SA) refers to relating and classifying the sentiments expressed as engagement and interactions between users. When analyzed, tweets frequently produce a large source of clustered data. These data help determine people’s opinions about a variety of motifs. Thus, this study presents an Automated Machine Learning (ML) Sentiment Analysis Model to detect media sentiment. …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 11, Issue 2, 2024 · pp. 141–154 Read article
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A Single Case Report of Sacral Nerve Stimulation in Neurogenic Bladder Dysfunction: A Physiotherapeutic Perspective
Abstract: Background: This case study evaluates the effectiveness of sacral nerve stimulation (SNS) for improving neurological bladder function in a 34-year-old male patient, who underwent surgical intervention at the level of L4 for Conus Medullaris Syndrome. The patient presented with severe neurological deficits including bladder dysfunction. Method: Post-surgery, a targeted physiotherapy regimen, including faradic current stimulation to the sacral nerves (S2-S4) and conventional exercises was implemented to address bladder function. Pre- …
Published in International Journal of Emergency and Trauma Nursing and Practices · Vol. 3, Issue 1, 2025 · pp. 1–9 Read article
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Reward-Aligned Reinforcement Learning from Human Feedback for Emotion-Sensitive Large Language Model Therapists: Balancing Empathetic Engagement, Boundary Safety, and Clinical Accountability
Abstract: The deployment of large language models (LLMs) in mental health therapy contexts introduces a critical alignment challenge: these systems must simultaneously cultivate genuine empathic rapport, observe clinically grounded safety boundaries, and remain auditable under institutional accountability frameworks. Existing reinforcement learning from human feedback (RLHF) pipelines optimize for a scalar reward signal that is demonstrably insufficient for the multi-objective, temporally extended nature of therapeutic conversation. This paper presents RA-RLHF-T (Reward-Aligned RLHF …
Published in International Journal of Tropical Medicines · Vol. 3, Issue 2, 2026 Read article
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Clinical Classification of Knee OA Severity Using WOMAC and its Association with Fear of Falling and Functional Capacity
Abstract: Aim: To determine whether clinically classifying knee osteoarthritis (OA) using the Western Ontario and McMaster Universities Arthritis Index (WOMAC) is as effective as radiological classification. Methodology: A total of 36 subjects with diagnosed knee OA who visited the physiotherapy OPD of ESI Hospital, Basaidarapur, New Delhi, India, were included in the present study. Procedure: Subjects were screened for cognitive ability using Mini-Mental State Exam (MMSE), fear of falling using Modified …
Published in Research and Reviews : A Journal of Medical Science and Technology · Vol. 8, Issue 3, 2019 · pp. 32–38 Read article