Towards Context-Rich Automated Biodiversity Assessments: Deriving AI-Powered Insights from Camera Trap Data by Paul Fergus, Carl Chalmers, Naomi Matthews, Stuart Nixon, André Burger, Oliver Hartley, Chris Sutherland, Xavier Lambin, Steven Longmore, Serge Wich

“…Camera traps offer enormous new opportunities in ecological studies, but current automated image analysis methods often lack the contextual richness needed to support impactful conservation outcomes. …”
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LES PRATIQUES LANGAGIÈRES DES LAISSÉS-POUR-COMPTE DANS L’OLYMPE DES INFORTUNÉS DE YASMINA KHADRA by Meriem Belkaid

“…To answer this, the analysis of the different languages used is necessary, starting with the image that the protagonists have of the city. …”
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HierbaNetV1: a novel feature extraction framework for deep learning-based weed identification by Justina Michael, Thenmozhi Manivasagam

“…Leveraging the two traits, this research proposes a novel feature extraction framework code-named ‘HierbaNetV1’ that retrieves and learns effective features from an input image. Originality is brought by addressing the problem of varying-sized region of interest (ROI) in an image by extracting features using diversified filters. …”
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Modern principles of the radiation protection from sources of ionizing radiation in medicine. Part 2: radiation risks and development of the system of radiation protection by G. G. Onischenko, A. Yu. Popova, I. K. Romanovich, A. V. Vodovatov, N. S. Bashketova, O. A. Istorik, L. A. Chipiga, I. G. Shatsky, S. S. Sarycheva, A. M. Biblin, L. V. Repin

“…The current study was aimed at the justification of the complex of actions to prevent the unnecessary medical exposure of the Russian population. …”
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Thermogravimetric studies of a nasal preparation with an interleukin-1β (IL-1Ra) antagonist by B. S. Burlaka

“…As a result, we obtained some parameters of thermogravimetric analysis in the form of a graphical image – derivatograms, which were then analyzed. …”
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A plenitude de um vazio em que a pobreza não é mais paisagem: a periferia em Paulo Lins e Ferréz by Alva Martínez Teixeiro

“…Also, this study analyses the originality of their prose, noting the cautious distance of their aesthetic philosophies and the fundamental elements of their lit- erary universe –poverty, crime and inequality– from any extreme culture of vio- lence. The analysis of this books seeks to reveal another perspective on the issue of the image of the city and urban poverty, usually sensationalist, and to contribute to a better understanding of the complexity of everyday violence in poor urban communities.…”
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From the Persistence of Ableism to its Deconstruction in the Evolution of Collective and Individual Narratives around Prosthetic Amputee Bodies by Valentine Gourinat, Paul-Fabien Groud

“…The aim is also to highlight the complexity and variety of individual approaches in the face of persistent and collective normalisation over time.…”
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Recanalization and reperfusion in clinically-relevant porcine model of stroke by Błażej Nowak, Piotr Holak, Izabela Małysz-Cymborska, Alexandra Chovsepian, Yanina Dening, Jarosław Olszewski, Aleksandra Piecuch, Maria Jasieniak, Jakub Jasieniak, Arkadiusz Szterk, Maria Sady, Karolina Ferenc, Daniel Berchtold, Artur Jabłoński, Romuald Zabielski, Zdzisław Gajewski, Tim Magnus, Mirosław Janowski, Piotr Walczak, Andreas Meisel, Francisco Pan-Montojo, Francisco Pan-Montojo, Francisco Pan-Montojo, Dominika Gołubczyk

“…Pigs have been considered an ideal large animal model in biomedicine; however, the complex vascular anatomy has posed challenges for stroke research. …”
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Comprehensive increase in CO₂ release by drying–rewetting cycles among Japanese forests and pastureland soils and exploring predictors of increasing magnitude by Y. Suzuki, Y. Suzuki, S. Hiradate, J. Koarashi, M. Atarashi-Andoh, T. Yomogida, Y. Kanda, H. Nagano

“…Over an 84 d incubation period including three DWCs, <span class="inline-formula">CO₂</span> release was 1.3- to 3.7-fold greater than under continuous constant moisture conditions (<span class="inline-formula"><i>p</i>&lt;0.05</span>) with the same mean water content as in the DWC incubations. Analysis of the relations between this increasing magnitude of <span class="inline-formula">CO₂</span> release by DWCs (IF<span class="inline-formula"><math xmlns="http://www.w3.org/1998/Math/MathML" id="M8" display="inline" overflow="scroll" dspmath="mathml"><msub><mi/><mrow class="chem"><msub><mi mathvariant="normal">CO</mi><mn mathvariant="normal">2</mn></msub></mrow></msub></math><span><svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="18pt" height="10pt" class="svg-formula" dspmath="mathimg" md5hash="35d0ef4c1024065a846229745b188a25"><svg:image xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="soil-11-35-2025-ie00001.svg" width="18pt" height="10pt" src="soil-11-35-2025-ie00001.png"/></svg:svg></span></span>) and various environmental and soil properties revealed significant positive correlations between IF<span class="inline-formula"><math xmlns="http://www.w3.org/1998/Math/MathML" id="M9" display="inline" overflow="scroll" dspmath="mathml"><msub><mi/><mrow class="chem"><msub><mi mathvariant="normal">CO</mi><mn mathvariant="normal">2</mn></msub></mrow></msub></math><span><svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="18pt" height="10pt" class="svg-formula" dspmath="mathimg" md5hash="63e67ec2b1b20349090e8dc0af598eb8"><svg:image xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="soil-11-35-2025-ie00002.svg" width="18pt" height="10pt" src="soil-11-35-2025-ie00002.png"/></svg:svg></span></span> and soil organo-metal complex contents (<span class="inline-formula"><i>p</i>&lt;0.05</span>), especially pyrophosphate-extractable aluminum (Alp) content (<span class="inline-formula"><i>r</i>=0.74</span>). …”
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Experimental substantiation of the design of a prosthetic heart valve for «valve-in-valve» implantation by K. Yu. Klyshnikov, E. A. Ovcharenko, A. N. Stasev, T. V. Glushkova, Yu. A. Kudryavtseva, L. S. Barbarash

“…Additional analysis under the super-large magnifications also did not reveal problem areas. …”
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Peculiarities of dynamic evaluation of globular formation outlines of the lungs with multislice computed tomography by Vladimir G. Kolmogorov, Ivan V. Molodkin, Vladimir K. Konovalov, Alexander M. Shayduk, Sergey A. Ostanin, Sergey L. Leonov, Olga V. Borisenko, Mikhail A. Fedoseyev, Julia S. Modakalova

“…The visual analysis of two- component physical model images of the electronic window level (WL) and electronic window width (WW) was installed on the basis of the best conditions for studying a specific group of tissues. …”
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Exploring Deep Clustering Methods in Vibro-Acoustic Sensing for Enhancing Biological Tissue Characterization by Robin Urrutia, Diego Espejo, Montserrat Guerra, Karin Vio, Thomas Suhn, Nazila Esmaeili, Axel Boese, Patricio Fuentealba, Alfredo Illanes, Christian Hansen, Victor Poblete

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ADVERTISEMENT AS A MEANS OF COMMUNICATION: THE CONTENT AND PECULIARITIES OF TRANSLATION by Inna M. Anataichuk, Olena V. Rutz, Viktoriya S. Sazonova

“…Advertising text as a subject of linguistic research is the object of analysis of many foreign and national linguists, among them are O. …”
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Inner Plexiform Layer Substrata Are Discernible with Commercial OCT and Affected by Aging by Victor S.M.C. Correa, MD, Maria Emfietzoglou, MD, Gustavo Sakuno, MD, PhD, Rosanne Naafs, MSc, Joan W. Miller, MD, Alexander Charonis, MD, Demetrios G. Vavvas, MD, PhD

“…Participants: The study included 92 healthy participants. Methods: OCT images were captured with the Optovue Avanti SD-OCT and processed using ImageJ to measure thickness and analyze the hyperreflective and hyporeflective bands within the IPL. …”
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AI4Food Project: Application of Personalised Nutrition Integrating Artificial Intelligence in Nutritional Interventions Focused on Weight Loss by Isabel Espinosa-Salinas, Gala Freixer, Sergio Romero-Tapiador, Blanca Lacruz Pleguezuelos, Ruben Tolosana, Javier Ortega-Garcia, Enrique Carrillo-De Santa Pau

“…In the digital intervention, the sensors Freestyle Libre 2 Glucometer and smartwatch Fitbit Sense were used to monitor glucose levels and lifestyle (heart rate, heart rate variability, sleep patterns, electrodermal activity, etc.) and diet was monitored by image captures. Faecal and blood samples were collected for future analysis. …”
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Intersection of Performance, Interpretability, and Fairness in Neural Prototype Tree for Chest X-Ray Pathology Detection: Algorithm Development and Validation Study by Hongbo Chen, Myrtede Alfred, Andrew D Brown, Angela Atinga, Eldan Cohen

“…Performance, interpretability, and fairness were measured using the area under the receiver operating characteristic curve (ROC AUC), interpretation complexity (IC), and mean true positive rate (TPR) disparity, respectively. …”
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Performance of ChatGPT-3.5 and ChatGPT-4 in the field of specialist medical knowledge on National Specialization Exam in neurosurgery by Maciej Laskowski, Marcin Ciekalski, Marcin Laskowski, Bartłomiej Błaszczyk, Marcin Setlak, Piotr Paździora, Adam Rudnik

“…Studies integrating AI into neurosurgical practice suggest an ongoing shift towards a greater dependence on AI-assisted tools for diagnostics, image analysis, and decision-making. Material and methods: The study evaluated the performance of ChatGPT-3.5 and ChatGPT-4 on a neurosurgery exam from Autumn 2017, which was the latest exam with officially provided answers on the Medical Examinations Center in Łódź, Poland (Centrum Egzaminów Medycznych – CEM) website. …”
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Research and application of deep learning object detection methods for forest fire smoke recognition by Luhao He, Yongzhang Zhou, Lei Liu, Yuqing Zhang, Jianhua Ma

“…To improve the model’s applicability and generalizability, two publicly available fire image datasets, WD (Wildfire Dataset) and FFS (Forest Fire Smoke), encompassing various complex scenarios and external conditions, were employed. …”
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Blind Recognition Algorithm of Multi-Carrier Composite Modulation Signal Based on Multi-Dimensional Time-Frequency Superimposed Spectrum by Shoubin Wang, Huan Li, Xiaolong Zhang, Hao Jiang, Lei Shen

“…The proposed algorithm first converts the complex features of multi-carrier composite modulation signals into visually interpretable image features (including the quantity and concentration of bright spots and lines) through the MD-TFSS, achieving intuitive representation of multiple modulation characteristics. …”
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Quality approaches and standards of 3D printing in orthopedic and traumatological settings: a systematic review by Tanja Neussl, Richard Lindtner, Lukas Kampik, Sieglinde Pal, Michael Schirmer, David Putzer, Rohit Arora, Johannes Dominikus Pallua

“…Despite its growing adoption, integrating 3D printing into clinical workflows remains complex and requires stringent quality assurance. …”
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