Worth the effort? A practical examination of random effects in hidden Markov models for animal telemetry data by Brett T. McClintock

“…These ‘mixed HMMs’ come at significant cost in terms of implementation and computation, and discrete random effects have been advocated as a practical alternative to more computationally intensive continuous random effects. …”
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Correlation analysis between mild cognitive impairment and the traditional Chinese medicine body constitution types among the elderly in a community in Changning District, Shanghai by XU Lei, ZHANG Min, WANG Wenwen, YU Li, ZHU Xuting, LYU Xiaorui

“…Multivariate logistic regression analysis showed that advanced age, lower educational level, a history of tuberculosis, and TCM constitutions such as dampness-heat, Qi stagnation, and Qi deficiency were the potential risk factors for MCI.ConclusionThere is a significant association between TCM constitution types such as dampness-heat, Qi stagnation, and Qi deficiency with MCI. …”
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Unlocking the Potential of Receptor-Based Approaches in Diabetes Treatment by Mohsina Patwekar, Faheem Patwekar, J. Pavan Kumar, P. Dharani Prasad, Nazia Malik, A. Venkata Badarinath, Prashanth Parupathi, Konatham Teja Kumar Reddy, Selvaraja Elumalai, Zainul Abedeen Ab Samad

“…The long-acting insulin analogue insulin glargine, which replaces basal insulin, continues to be a cornerstone of advanced diabetes management. In the future, these medications are expected to be improved through the use of combination therapy and personalized, precision medicine. …”
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Levels, Chemical Compositions, and Sources of PM2.5 of Rural and Urban Area under the Impact of Wheat Harvest by Zhiyong Li, Ziyuan Yue, Dingyuan Yang, Lei Wang, Xin Wang, Zhenxin Li, Yutong Wang, Lan Chen, Songtao Guo, Jinsong Yao, Xiao Lou, Xiaolin Xu, Jinye Wei

“…Abstract Wheat harvesting significantly alters the characteristics of PM2.5 in both rural regions and the adjacent urban areas. We conducted a systematic PM2.5 sampling campaign at two sites, one rural (ARS) and the other urban (UA), in the center of the Beijing-Tianjin-Hebei megalopolis during and after the wheat harvest (WH). …”
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Exploring the allometry between ear saturated water accumulation and dry mass for diagnosing winter wheat water status during the reproductive growth by Tingxuan Zhuang, Ben Zhao, Syed Tahir Ata-Ul-Karim, Gilles Lemaire, Xiaojun Liu, Yongchao Tian, Yan Zhu, Weixing Cao, Qiang Cao

“…Additionally, they will serve as a foundation for advancing future research on precise irrigation strategies.…”
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Dual-hybrid intrusion detection system to detect False Data Injection in smart grids. by Saad Hammood Mohammed, Mandeep S Jit Singh, Abdulmajeed Al-Jumaily, Mohammad Tariqul Islam, Md Shabiul Islam, Abdulmajeed M Alenezi, Mohamed S Soliman

“…Modernizing power systems into smart grids has introduced numerous benefits, including enhanced efficiency, reliability, and integration of renewable energy sources. However, this advancement has also increased vulnerability to cyber threats, particularly False Data Injection Attacks (FDIAs). …”
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Etiology of Emergency Visit and In-Hospital Outcomes of Patients with COPD by Xueyang Zhang, Qingtao Zhou, Shengfeng Wang, Qingbian Ma, Yongchang Sun

“…For those with AECOPD, age, atrial fibrillation, NT-pro BNP ≥300 pg/ml, and blood pH <7.3 were independent risk factors for ICU admission, while advanced age, underlying malignancy, elevated NT-pro BNP, and pneumonia on CT scan were risk factors for hospital mortality.…”
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In-depth characterization of miRNome in papillary thyroid cancer with BRAF V600E mutation by Azliana Mohamad Yusof, Francis Yew Fu Tieng, Rohaizak Muhammad, Shahrun Niza Abdullah Suhaimi, Isa Mohamed Rose, Sazuita Saidin, Rahman Jamal, Imilia Ismail, Nurul-Syakima Ab Mutalib

“…Five fresh frozen thyroid cancer tissues paired with their respective adjacent normal tissues from PTC patients were subjected to BRAF V600E genotyping using Sanger sequencing and small RNA deep sequencing (miRNAseq). …”
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Conflits armés et environnement by Al–Hamandou Dorsouma, Michel-André Bouchard

“…Upstream from conflict, while some elements of potential collapse of environmental governance is foreseen, some form of advanced strategic environmental assessment could help to anticipate impacts and design Involuntary Resettlement Plan with least environmental damages, or plans for monitoring Protected Areas or World Heritage sites. …”
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Water-Based Supplementation Technology for Grazing Cattle in the Tropics: A Large-Scale Commercial Case Study by Eliéder Prates Romanzini, Vivienne McCollum, Sarah Mcilveen, Evandro Maia Ferreira, William Luiz de Souza, Marcelo Augusto Oliveira Castro, Priscila Arrigucci Bernardes, Ryan J. Batley, Mark G. Trotter, Diogo Fleury Azevedo Costa

“…However, recent technological advancements have renewed interest in water-based supplementation for grazing animals. …”
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Assessing the Causal Relationship Between Various Immune Cells and Attention Deficit Hyperactivity Disorder: Mendelian Randomization Study by Qian Ge, Zhongyan Li, Weijing Meng, Chen Cai, Mengdi Qiu, Yafei Liu, Haibo Zhu

“…Conclusions This study provides a broad theoretical foundation for the development of immune‐oriented therapeutic strategies in future clinical practice by demonstrating a potential genetic relationship between immune cells and ADHD. This study also advances our understanding of how to use the immune pathway to prevent and treat ADHD.…”
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Surgery for Patients With cT3/4N2M0, Stage IIIB NSCLC. Is It Time to Redefine Resectability? by J. Humberto Rodriguez-Quintero, MD, MPH, Rajika Jindani, MD, MPH, MS, Roger Zhu, MD, Isaac Loh, Mohamed K. Kamel, MD, Anne Montal, MD, Marc Vimolratana, MD, MS, Neel P. Chudgar, MD, Nitin Ohri, MD, MS, Balazs Halmos, MD, MS, Brendon M. Stiles, MD

“…Introduction: Chemoradiation followed by durvalumab is considered a standard approach for patients with locally advanced NSCLC. With improvements in perioperative and neoadjuvant approaches, there is renewed interest in offering surgery to carefully selected patients with cT3/4N2 stage IIIB cancer. …”
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Uncovering the role of tumor cGAS expression in predicting response to PD-1/L1 inhibitors in non-small cell lung cancer by Yuichi Ozawa, Yasuhiro Koh, Ryota Shibaki, Yuhei Harutani, Hiroaki Akamatsu, Atsushi Hayata, Takeya Sugimoto, Yuka Kitamura, Junya Fukuoka, Masanori Nakanishi, Nobuyuki Yamamoto

“…Methods In a post-hoc analysis of a prospective biomarker study with 106 advanced NSCLC patients treated with PD-1/L1 inhibitors from December 2015 to September 2018, tumor tissue before treatment from 68 patients was analyzed. cGAS and STING expression were measured using immunohistochemical staining and H-scores. …”
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Modified Endothelial Activation and Stress Index: A New Predictor for Survival Outcomes in Classical Hodgkin Lymphoma Treated with Doxorubicin-Bleomycin-Vinblastine-Dacarbazine-Bas... by Fazıl Çağrı Hunutlu, Hikmet Öztop, Vildan Gürsoy, Tuba Ersal, Ezel Elgün, Şeyma Yavuz, Selin İldemir Ekizoğlu, Azim Ali Ekizoğlu, Vildan Özkocaman, Fahir Özkalemkaş

“…<b>Results:</b> The median age at diagnosis was 33 years, and the rate of patients in the advanced stage was 67%. ROC analysis determined an optimal mEASIX score cut-off of 17.28, categorizing patients into mEASIX^high (47%) and mEASIX^low (53%) groups. …”
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Comparison of clinical and virological features in pediatric and adult dengue cases at Insein General Hospital during Myanmar’s 2022 dengue season by Htin Lin, Mya Myat Ngwe Tun, Yin Mon Wint Zin, Khin Theingi Myint, Win Kay Khine, Khine Mya Nwe, Aye Aye Thant, Thin Thin Shwe, Win Mar, Khin Sandar Aye, Khaing Moe Aung, Yuki Takamatsu, Wah Wah Aung, Yi Yi Kyaw, Takeshi Urano, Kouichi Morita, Hlaing Myat Thu

“…Seven adult dengue cases (25%) also had other diseases including advanced HIV infection, severe pneumonia, tonsillitis, thyroid disease, cholecystitis, drug poisoning, and thalassemia. …”
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A theory-based analysis of the implementation of online asynchronous telemedicine platforms into primary care practices using Normalisation Process Theory by Cara Leighton, Natalie Joseph-Williams, Annavittoria Porter, Adrian Edwards, Alison Cooper

“…Studies included were empirical research, published between January 2015 and November 2022, of qualitative, quantitative and mixed methods designs, focusing on implementation of online asynchronous telemedicine platforms designed for two-way secure communication between patients and healthcare professionals to give or receive medical advice in primary care. Data extraction was guided by the domains of Normalisation Process Theory: context, mechanisms, outcomes. …”
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Augmented Reality Navigation System Enhances the Accuracy of Spinal Surgery Pedicle Screw Placement: A Randomized, Multicenter, Parallel‐Controlled Clinical Trial by Yichao Ma, Jiangpeng Wu, Yanlong Dong, Hongmei Tang, Xiaojun Ma

“…ABSTRACT Objective The pedicle screw insertion technique has evolved significantly, and despite the challenges of precise placement, advancements like AR‐based surgical navigation systems now offer enhanced accuracy and safety in spinal surgery by integrating real‐time, high‐resolution imaging with virtual models to aid surgeons. …”
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Investigating the impact of microbiome-changing interventions on food decision-making: MIFOOD study protocol by Meghedi Vartanian, Konrad Jakob Endres, Yee Teng Lee, Silke Friedrich, Marie-Theres Meemken, Imke Schamarek, Kerstin Rohde-Zimmermann, Robin Schürfeld, Lina Eisenberg, Anja Hilbert, Frauke Beyer, Michael Stumvoll, Julia Sacher, Arno Villringer, Julia F. Christensen, A. Veronica Witte

“…Abstract Background Obesity is a multifactorial disease reaching pandemic proportions with increasing healthcare costs, advocating the development of better prevention and treatment strategies. …”
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Evaluating Mirror Therapy Protocols in Phantom Limb Pain Clinical Trials: A Scoping Review by Limakatso K, McGowan E, Ortiz-Catalan M

“…There were inconsistencies in various treatment components including treatment setting, type of pre-treatment education, treatment technique, method of exercise delivery, treatment duration, and frequency of treatment sessions. …”
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An optimized data analytics pipeline for improving healthcare diagnosis using ensemble learning by Lomat Haider Chowdhury, Shaira Tabassum, Swakkhar Shatabda, Ashir Ahmed

“…An imbalanced dataset makes it challenging to identify the minority classes appropriately and mostly generates a biased model for majority class instances. A combination of advanced preprocessing techniques and reliable model selection are required to address these challenges effectively. …”
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