An automated adaptive trading system for enhanced performance of emerging market portfolios by Cristiana Tudor, Robert Sova

“…The system incorporates an Autoregressive Moving Average-Generalized AutoRegressive Conditional Heteroskedasticity model that offers an interpretability advantage over machine-learning methods. …”
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The genomes of Scedosporium between environmental challenges and opportunism by Francesco Venice, Federica Spina, Domenico Davolos, Stefano Ghignone, Giovanna Cristina Varese

“…However, unlike other fungal pathogens, little is known about the genome evolution of these organisms. We sequenced two novel genomes of Scedosporium aurantiacum and Scedosporium minutisporum isolated from extreme, strongly anthropized environments. …”
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Identifying the snake: First scoping review on practices of communities and healthcare providers confronted with snakebite across the world. by Isabelle Bolon, Andrew M Durso, Sara Botero Mesa, Nicolas Ray, Gabriel Alcoba, François Chappuis, Rafael Ruiz de Castañeda

“…Methods for identifying biting snakes included snake body examination, victim/bystander biting snake description, interpretation of clinical features, and laboratory tests. …”
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Edge-Preserving Probabilistic Downsampling for Reliable Medical Segmentation in Resource-Constrained Environments by Shahzad Ali, Yu Rim Lee, Soo Young Park, Won Young Tak, Soon Ki Jung

“…This study introduces a novel approach, Edge-Preserving Probabilistic Downsampling (EPD), designed to retain critical details and bridge the performance gap between networks trained on original and downsampled resolutions. …”
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Comparison of Decadal Trends among Total Solar Irradiance Composites of Satellite Observations by Nicola Scafetta, Richard C. Willson

“…We present a new analysis of the two-decade-old controversy over interpretation of satellite observations of total solar irradiance (TSI) since 1978 and the implications of our findings for TSI as a driver of climate change. …”
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Stable Isotope-Resolved Metabolomic Differences between Hormone-Responsive and Triple-Negative Breast Cancer Cell Lines by Jason H. Winnike, Delisha A. Stewart, Wimal W. Pathmasiri, Susan L. McRitchie, Susan J. Sumner

“…To conduct an exploratory study to identify mechanisms that differentiate Luminal A (BT474 and MCF-7) and triple-negative (MDA-MB-231 and MDA-MB-468) breast cancer (BCa) cell lines to potentially provide novel therapeutic targets based on differences in energy utilization. …”
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Tackling Disinformation Through Public Administration Recommendations –The Czech Experience by Tomáš Svoboda

“…Originality/Value: The topic can be considered novel, given the limited attention it has received in the literature. …”
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Barlow Twins deep neural network for advanced 1D drug–target interaction prediction by Maximilian G. Schuh, Davide Boldini, Annkathrin I. Bohne, Stephan A. Sieber

“…By reducing time and cost, machine learning and deep learning can accelerate this laborious discovery process. In a novel approach, BarlowDTI, we utilise the powerful Barlow Twins architecture for feature-extraction while considering the structure of the target protein. …”
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The Role of Empathy in Developing Professional Identity of would-be Economists in the home Reading Classroom by M. V. Grineva

“…It is essential that reading the above novels enrich would-be economists with the knowledge and experience, though non-empiric, of various business situations. …”
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The resilience of parents and carers who administer medicines to children at home: a qualitative systematic review protocol by Stephen Morris, Simon Pini, Beth Fylan, Franki Wilson, Helen Faulkner, David P. Alldred

“…Discussion This protocol describes a novel method to address an important patient safety issue. …”
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Dataset and analysis of automated and manual methods to differentiate wide QRS complex tachycardiasDataverse by Sarah LoCoco, Anthony H. Kashou, Abhishek J. Deshmukh, Samuel J. Asirvatham, Christopher V. DeSimone, Krasimira M. Mikhova, Sandeep S. Sodhi, Phillip S. Cuculich, Rugheed Ghadban, Daniel H. Cooper, Thomas M. Maddox, Peter A. Noseworthy, Adam M. May

“…A recent publication (LoCoco et al., 2024) compared the diagnostic performance between traditional manual ECG interpretation approaches (i.e. Brugada, Vereckei aVR, and VT Score) to novel automated wide QRS complex tachycardia differentiation algorithms (i.e. …”
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Targeted nanoliposomes for precision rheumatoid arthritis therapy: a review on mechanisms and in vivo potential by Rushikesh Girase, Nayan A. Gujarathi, Amey Sukhia, Sri Sai Nikitha Kota, Tulshidas S. Patil, Abhijeet A. Aher, Yogeeta O. Agrawal, Shreesh Ojha, Charu Sharma, Sameer N. Goyal

“…It highlights the pathophysiology of RA, explores selective targeting sites, and elucidates diverse mechanisms of novel liposomal types and their applications. Furthermore, the targeting strategies of pH-sensitive, flexible, surface-modified, PEGylated, acoustic, ROS-mediated, and biofunctionalized liposomes are addressed. …”
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ViT-Based Face Diagnosis Images Analysis for Schizophrenia Detection by Huilin Liu, Runmin Cao, Songze Li, Yifan Wang, Xiaohan Zhang, Hua Xu, Xirong Sun, Lijuan Wang, Peng Qian, Zhumei Sun, Kai Gao, Fufeng Li

“…This study proposes a novel method using face diagnosis images based on traditional Chinese medicine principles, providing a non-invasive, efficient, and interpretable alternative for SZ detection. …”
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Analysis and Recommendation of Outdoor Activities for Smart City Users Based on Real-Time Contextual Data by S. R. Mani Sekhar, D. M. Mushtaq Ahmed, G. M. Siddesh

“…This data are processed and interpreted using machine learning algorithms, which find correlations, trends, and patterns that affect outdoor activities. …”
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Naming the untouchable – environmental sequences and niche partitioning as taxonomical evidence in fungi by Faheema Kalsoom Khan, Kerri Kluting, Jeanette Tångrot, Hector Urbina, Tea Ammunet, Shadi Eshghi Sahraei, Martin Rydén, Martin Ryberg, Anna Rosling

“…Based on the combination of phylogenetic and ecological evidence, we identify two novel species for which we provide molecular diagnostics and propose names. …”
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Longitudinal Metabolomics Data Analysis Informed by Mechanistic Models by Lu Li, Huub Hoefsloot, Barbara M. Bakker, David Horner, Morten A. Rasmussen, Age K. Smilde, Evrim Acar

“…This paper introduces a novel data analysis approach to incorporate mechanistic models in metabolomics data analysis. …”
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Leveraging machine learning and rule extraction for enhanced transparency in emergency department length of stay prediction by Waqar A. Sulaiman, Charithea Stylianides, Andria Nikolaou, Andria Nikolaou, Zinonas Antoniou, Ioannis Constantinou, Lakis Palazis, Anna Vavlitou, Theodoros Kyprianou, Theodoros Kyprianou, Efthyvoulos Kyriacou, Antonis Kakas, Antonis Kakas, Marios S. Pattichis, Andreas S. Panayides, Constantinos S. Pattichis, Constantinos S. Pattichis

“…In the balanced dataset, GB had an AUC of 0.729, accuracy of 68.86%, sensitivity of 75.39%, and specificity of 58.59%. To enhance interpretability, a novel rule extraction method for GB model was implemented using relevant important predictors, such as triage acuity, comorbidity scores, and arrival methods. …”
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Laryngeal cancer diagnosis based on improved YOLOv8 algorithm by Xin Nie, Xueyan Zhang, Di Wang, Yuankun Liu, Lumin Xing, Wenjian Liu

“…It not only reduces the burden on endoscopists in interpreting images but also performs screening and diagnosis efficiently and accurately. …”
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Designing smartphone-based cognitive assessments for schizophrenia: Perspectives from a multisite study by Aishwarya Raje, Abhijit R. Rozatkar, Urvakhsh Meherwan Mehta, Ritu Shrivastava, Ameya Bondre, Manaal Amir Ahmad, Anshika Malviya, Yogendra Sen, Deepak Tugnawat, Anant Bhan, Tamonud Modak, Nabagata Das, Srilakshmi Nagendra, Erlend Lane, Juan Castillo, John A. Naslund, John Torous, Soumya Choudhary

“…Thematic analysis reinforces the importance of feedback and data sharing, although this presents a challenge, given the novel nature of smartphone-based cognitive measures that have not yet been standardized or validated.…”
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Mapping decision-making pathways: Determination of intervention entry points for diagnostic tests in suspected serious infection [version 2; peer review: 2 approved] by Raasti Naseem, Sara Pretorius, Nicola Howe, Clare Lendrem, Cameron Williams, Enitan D Carrol, Philip Pallmann

“…Background PROTECT (Platform Randomised evaluation of clinical Outcomes using novel TEChnologies to optimise antimicrobial Therapy) has brought together a team of researchers to design a platform trial to rapidly evaluate and adopt into care multiple diagnostic technologies, bringing immediate benefit to patients. …”
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