Enhancing liver disease diagnosis with hybrid SMOTE-ENN balanced machine learning models—an empirical analysis of Indian patient liver disease datasets by Ritu Rani, Garima Jaiswal, Nancy, Lipika, Shashi Bhushan, Fasee Ullah, Prabhishek Singh, Manoj Diwakar, Manoj Diwakar

“…IntroductionThe liver is one of the vital organs of human body that performs some of the most crucial biological processes such as protein and biochemical synthesis, which is required for digestion and cleansing. …”
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Identification of trends in the decline in US income over the past five decades by V. A. Kapitanov, A. A. Ivanova, A. Y. Maksimova

“…Considering this, as research methods were the study of the largest possible amount of heterogeneous data. Direct data on the income of various statistical units, adopted in American statistics families, households, individuals, persons, direct data on wages, as well as indirect data on quality of life – long-term changes in average people height, life expectancy, specific number of prisoners were reviewed in this paper.  …”
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Designing a supply chain resilience assessment model with the approach of NDEA(case of study: government hospitals of Yazd province) by Mohsen Shafiei Nikabadi, Fereshteh Bahrami

“…Determining the effective and ineffective hospitals, and finally, according to the results of the data coverage analysis, the sensitivity analysis of the data has been done. …”
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Hotspotters Project: a study protocol for a stepped wedge cluster RCT on the cost-effectiveness of 12-month proactive, integrated and personalised care for patients with problems o... by Mattijs E Numans, Marc Abraham Bruijnzeels, Rimke C Vos, Elske M van den Akker-van Marle, Mark van der Wel, Vera Tiemes, Kimberley A Leming, Hanneke Borgdorff, Laurens C van Gestel, Marieke A Adriaanse

“…Secondary outcomes will include psychological outcomes on self-regulation (proactive coping, patient activation, self-efficacy and intention), experience of care (satisfaction, perceived autonomy support and qualitative data from focus groups) and quality of life, qualitative analysis of the Positive Health approach, implementation outcomes and process evaluation including integration of care.Ethics and dissemination The Ethics Committee of Leiden University Medical Centre granted approval (METC-LDD, P21.123). …”
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Most vulnerable diet and health profiles: identifying countries at risk through a three-theme clustering by Ahmet Murat Günal, Salim Yılmaz, Sedat Arslan

“…The study categorizes countries based on nutrition and diet, health and disease burden, and healthcare access and life expectancy to determine those at the highest risk.MethodsA cross-sectional analysis was conducted using 2019 data from 168 countries. …”
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A Unified Machine Learning Framework for Li-Ion Battery State Estimation and Prediction by Afroditi Fouka, Alexandros Bousdekis, Katerina Lepenioti, Gregoris Mentzas

“…It integrates standardized data processing pipelines with a diverse set of ML models, such as a long short-term memory neural network (LSTM), a convolutional neural network (CNN), a feedforward neural network (FFNN), automated machine learning (AutoML), and classical regressors, while accommodating heterogeneous datasets. …”
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Comparative Analysis of Insulation Aging in Cross-Linked Polyethylene and Ethylene–Propylene Rubber Cables Through the Progression Rate of Partial Discharge by Andréia C. Domingos, Leandro Duarte, Alan P. Pinheiro, Fabrício A. M. Moura, Lorenço Vasconcelos, Daniel P. de Carvalho, Fernando E. de F. Fadel, Patrícia N. Sakai

“…After thermal cycles, these conductors were aptly handled and tested in a controlled laboratory environment to determine the partial discharge progression curve. Through accurate data processing, a correlation was obtained between the degradation of the insulation and the rate of increase in partial discharge. …”
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A multidisciplinary and structured approach for comprehensive evaluation of functional outcomes, adverse events, psychosocial outcomes and health-related quality of life after loca... by Leonie G. Tigelaar, Lianne M. Haveman, Willem P. Bekkering, Irene L. B. Oude Lansink, Christel D. Rohrich, Hinke Van der Hoek, Laura R. Beek, Jennifer Van Dijk, Marjolein E. M. Langemeijer, Relinde W. Slooff-Lentink, Alied M. Van der Aa-Van Delden, Heleen Maurice-Stam, Annemarie M. L. Peek, Helena J. H. Van der Pal, Maria M. W. Koopman, Leontien C. M. Kremer, Stijn J. Westerbos, Harm Van Tinteren, Jos A. M. Bramer, Jos A. M. Bramer, Michiel A. J. Van de Sande, Michiel A. J. Van de Sande, Martha A. Grootenhuis, Hendrik W. B. Schreuder, Hendrik W. B. Schreuder, Johannes H. M. Merks, Johannes H. M. Merks

“…Moreover, this protocol may serve as a template for clinics and research internationally, allowing for the merging of standardized outcome data in such rare disease. This will facilitate the optimization of current patient care and inform the important shared decision-making process for local treatment in future patients.…”
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Oral Health and Its Related Factors among Institutionalised and Non-Institutionalised Elderly People in Xiamen, China—A Pilot Study by Jinghan Lei, Chenjie Meng, Dini Li, Nan Wang, Huizhi Yang, Deli Niu, Jian Li, Shiqian (Sherry) Gao

“…A chi-square test, a <i>t</i>-test, and a correlation analysis were conducted for data processing. Results: Forty-nine elderly people participated in this study. …”
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Legal regulation of digital profiling of a person in the practice of foreign countries by S. S. Kuznetsova

“…Definition of automated forms of decision-making in the personal data protection law of China is positively assessed, because that process is not directly related to personal data, but to areas of human life, which most accurately reflects the essence of the processing digital traces during profiling. …”
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Mongolia and 14th Dalai Lama in Late 20th and 21st Centuries by V. A.  Rodionov, O. Khatanbold

“…This study explores the role of the Dalai Lama institution in the political processes of Mongolia, both from a historical perspective and in the context of contemporary events. …”
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Challenges in achieving the UNAIDS 95-95-95 targets: evaluation of the antiretroviral therapy program among adult HIV/AIDS patients at Woldia General Hospital, Northeast Ethiopia by Seada Seid, Mezgebu Yitayal, Lake Yazachew, Abdurahman Arega, Tilahun Dessie, Hassen Ahmed Yesuf, Jemila Seid Hassen, Abdulaziz Kebede Kassaw, Ali Yimer

“…Key challenges included shortages of test kits, Plumpy’Nut, and medications for opportunistic infections, as well as inadequate data management and issues with patient file handling. …”
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Artificial intelligence-driven clinical decision support systems for early detection and precision therapy in oral cancer: a mini review by Manoj Kumar Karuppan Perumal, Remya Rajan Renuka, Suresh Kumar Subbiah, Prabhu Manickam Natarajan

“…This review presents AI-CDSS as a promising solution through advanced methodologies for comprehensive data analysis. In addition, it examines current implementations of AI-CDSS that facilitate early OC detection, precise staging, and personalized treatment planning by processing multimodal patient information through machine learning, computer vision, and natural language processing. …”
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Social Workers in Hospice and Palliative Care in Indian Contect: Voices from the field by Pallavi Mech, Dr Vasundharaa S Nair, Dr Priya Treesa Thomas

“…Palliative care (PC) is emerging as an important area of practice in healthcare, where social workers’ involvement is vital in supporting patients and families through the many challenges and difficulties inherent in living with a life limiting illness, as well as in identifying opportunities to assist them with the difficult process of end-of-life planning. …”
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Social Workers in Hospice and Palliative Care in Indian Contect: Voices from the field by Pallavi Mech, Dr Vasundharaa S Nair, Dr Priya Treesa Thomas

“…Palliative care (PC) is emerging as an important area of practice in healthcare, where social workers’ involvement is vital in supporting patients and families through the many challenges and difficulties inherent in living with a life limiting illness, as well as in identifying opportunities to assist them with the difficult process of end-of-life planning. …”
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Social Workers in Hospice and Palliative Care in Indian Contect: Voices from the field by Pallavi Mech, Dr Vasundharaa S Nair, Dr Priya Treesa Thomas

“…Palliative care (PC) is emerging as an important area of practice in healthcare, where social workers’ involvement is vital in supporting patients and families through the many challenges and difficulties inherent in living with a life limiting illness, as well as in identifying opportunities to assist them with the difficult process of end-of-life planning. …”
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Statistics as a Living Social Science, Reflecting Human Development under Conditions of Instability by N. D. Kremlev

“…The approbation of official statistics data reflecting human development through population conservation and effective policy was carried out for the period 1990–2023.Conclusion: the use of statistics as a social science to reflect human development through population conservation and effective policy has made it possible to identify problems hindering the improvement of the quality of life of the population. …”
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Mosques and Churches That Didn’t Exist Today and Used For Different Functions in Uşak by Aysim Börekcioğlu Dülgeroğlu, Mine Tanaç Zeren

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Relationship of psychoalgological status and results of neurosurgical treatment of patients with discogenic radiculopathy by V. I. Leonov, I. O. Kritskaya, D. V. Svistov, E. V. Litvinenko, T. V. Sergeeva, V. V. Flud, M. N. Kravtsov, S. D. Mirzametov, N. P. Alexeyeva, A. Yu. Shcherbuk, Yu. A. Shcherbuk

“…For this purpose, we assessed the intensity of pain, levels of personal and situational anxiety and the presence and severity of depression. The obtained data were compared with postoperative results of quality of life assessment for the main parameters, which include the level of pain and adaptation to daily activities.RESULTS. …”
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Prediction cardiovascular deterioration in a paediatric intensive care unit (PicEWS): a machine learning modelling study of routinely collected health-care dataResearch in context by Dan Fredman Stein, Michael J. Carter, John Booth, Mark J. Peters, Samiran Ray, Neil J. Sebire, Payam Barnaghi, Mario Cortina-Borja

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