Principles for diagnosing heart failure with preserved ejection fraction by N. E. Shirokov, E. I. Yaroslavskaya, D. V. Krinochkin, N. A. Musikhina, T. P. Gizatulina, T. N. Enina, T. I. Petelina, A. M. Soldatova, E. P. Samoilova, N. O. Pogorelov, L. I. Gapon

“…The HFA-PEFF diagnostic algorithm and the H2FPEF score are recommended for detecting HFpEF. …”
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Efficient Hyperparameter Optimization Using Metaheuristics for Machine Learning in Truss Steel Structure Cross-Section Prediction by Donwoo Lee, Seunghyeon Noh, Jeonghyun Kim, Seungjae Lee

“…This paper employs metaheuristic algorithms, which are efficient in searching for global optima, to perform HPO on 10-bar and 17-bar truss structure datasets. …”
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Can self-rated health be useful to primary care physicians as a diagnostic indicator of metabolic dysregulations amongst patients with type 2 diabetes? A population-based study by K. Umeh, S. Adaji

“…Conclusions While poor SRH can help primary care physicians identify T2DM patients with metabolic dysfunction, it may not offer added diagnostic usefulness over clinical biomarkers.…”
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Network Intrusion Detection Using Knapsack Optimization, Mutual Information Gain, and Machine Learning by Akindele S. Afolabi, Olubunmi A. Akinola

“…Protection against such attacks may be achieved through the use of an intrusion detection system (IDS), which can be designed by training machine learning models to detect cyberattacks. …”
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Capturing trial-by-trial variability in behaviour: people with Parkinson’s disease exhibit a greater rate of short-term fluctuations in response times by Hayley J. MacDonald, Ole Bernt Fasmer, Olav T. Jønsi, Lin Sørensen

“…These novel results indicate that a similarity graph algorithm may be a sensitive tool to capture the rapidly varying changes in behaviour that result from dysfunctional dopamine bursting activity in PD.…”
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Use of ColonFlag score for prioritisation of endoscopy in colorectal cancer by A Wong, Ruth M Ayling, Finbarr Cotter

“…This study retrospectively examined performance of various triage tools in patients awaiting investigation on the urgent lower gastrointestinal cancer pathwayDesign All patients over 40 years of age on the urgent pathway awaiting investigation for suspected CRC on 1 May were included. After 6 months, outcomes were evaluated and the performance of the faecal immunochemical test (FIT), faecal haemoglobin concentration, age and sex test (FAST) and the artificial intelligence algorithm ColonFlag were examined.Results 532 completed investigations and received a diagnosis; 15 had CRC. 388 had a valid FIT result, of whom 11 had CRC; FAST Score ≥4.5 had sensitivity of 72.7%, specificity of 80.6% and would have failed to detect three tumours. …”
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A Database of Simultaneously Recorded ECG Signals With and Without EMG Noise by Vladimir Atanasoski, Jovana Petrovic, Lana Popovic Maneski, Marjan Miletic, Milos Babic, Aleksandra Nikolic, Dorin Panescu, Marija D. Ivanovic

“…<italic>Goal:</italic> Noise on recorded electrocardiographic (ECG) signals may affect their clinical interpretation. Electromyographic (EMG) noise spectrally coincides with the QRS complex, which makes its removal particularly challenging. …”
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The participation of a juvenile victim’s representative in criminal proceedings: procedural and forensic aspects by I. O. Iemets

“…Based on the results of the scientific research, it has been determined that one of the guarantees of ensuring the procedural interest of a juvenile victim is the principle of competent legal representation. The algorithm for engaging a lawyer from a free legal aid centre to provide legal services to a victim is proposed. …”
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A Four‐Gene Autophagy‐Related Prognostic Model Signature and Its Association With Immune Phenotype in Lung Squamous Cell Carcinoma by Lumeng Luo, Jiaying Deng, Qiu Tang

“…We hypothesized that the immune contexture of LUSC may be influenced by tumor intrinsic events, such as autophagy. …”
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Student’s t Kernel-Based Maximum Correntropy Criterion Extended Kalman Filter for GPS Navigation by Dah-Jing Jwo, Yi Chang, Yun-Han Hsu, Amita Biswal

“…A fixed-point iterative algorithm is used for state update, and a new posterior error covariance expression is derived. …”
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Three-dimensional image-guided navigation technique for femoral artery puncture by Yunmeng Zhang, Shenglin Liu, Qiang Zhang, Qingmin Feng

“…However, inadequate visualization of the femoral artery may lead to inaccurate puncture and complications, with reported incidence rates of 3 to 18%. …”
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Efficacy of a Waist-Mounted Sensor in Predicting Prospective Falls Among Older People Residing in Community Dwellings: A Prospective Cohort Study by Ka-Ming Lai, Kenneth N. K. Fong

“…The algorithm for fall risk classification in the wearable sensor merits further exploration.…”
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Abdominal pregnancy: two cases of critical obstetric conditions with different perinatal outcomes. Case report by Tatiana E. Belokrinitskaya, Nataly I. Frolova, Anna A. Kustova, Ekaterina Y. Nikolaeva, Anastasiya O. Zolotukhina, Tatiana M. Barkan, Natalia N. Byshina

“…Progressive advanced AP may remain undiagnosed for a long time due to the absence of specific clinical symptoms, errors in the interpretation of echographic patterns by radiologists, and a lack of alertness due to the rarity of this type of EP. …”
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An effectiveness of deep learning with fox optimizer-based feature selection model for securing cyberattack detection in IoT environments by Mimouna Abdullah Alkhonaini

“…Furthermore, the FOFSDL-SCD model utilizes the Fox optimizer algorithm (FOA) method for the feature selection process to select the most significant features from the dataset. …”
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Integrating Proximal and Remote Sensing with Machine Learning for Pasture Biomass Estimation by Bernardo Cândido, Ushasree Mindala, Hamid Ebrahimy, Zhou Zhang, Robert Kallenbach

“…Nonetheless, these indices may offer value in more complex vegetation scenarios. …”
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Features of the connective tissue metabolism, the content of adipokines and cytokeratin-18 in patients with non-alcoholic steatohepatitis combined with osteoarthritis and obesity by O. S. Khukhlina, O. D. Liakhovych, L. V. Kaniovska, O. V. Kaushanska, V. O. Shuper

“…Adipokines leptin and adiponectin and also cytokeratin-18 may serve as sensitive risk markers for comorbid diseases development and could be candidates for their measurements inclusion in the diagnostic algorithm for NASH, OA,OB and their combination.…”
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Robot Floor-Tiling Control Method Based on Finite-State Machine and Visual Measurement in Limited FOV by Shun Wang, Huixing Zhou, Zhongyue Zhang, Xiaoyu Zheng, Yannan Lv

“…On the context, the automatic method of floor tiling may promote the transformation and upgrading of the industry. …”
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Research on Parameter Distribution Features of Photovoltaic Array under the Cover and Shadow Shading Conditions by Honglu Zhu, Cao Yu, Lingxing Lu, Weiwei Lian, Jianxi Yao, Yang Hu

“…The shading causes a decrease in output power of photovoltaic system and may bring hot spots which causes physical damage to the array. …”
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Educational Methodical and Technological Knowledge in Library and Information Activities by I. S. Pilko

“…In particular, the limitation of technological description solely to the process algorithm has become widespread; the description of methods in demand in library practice is characterized by a high degree of subjectivity. …”
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Using 'sentinel' plants to improve early detection of invasive plant pathogens. by Francesca A Lovell-Read, Stephen Parnell, Nik J Cunniffe, Robin N Thompson

“…However, when monitoring relies on visual inspection as a means of detection, surveillance is often hindered by a long incubation period (delay from infection to symptom onset) during which plants may be infectious but not displaying visible symptoms. …”
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