Annotation-free deep learning for predicting gene mutations from whole slide images of acute myeloid leukemia by Bo-Han Wei, Xavier Cheng-Hong Tsai, Kuo-Jui Sun, Min-Yen Lo, Sheng-Yu Hung, Wen-Chien Chou, Hwei-Fang Tien, Hsin-An Hou, Chien-Yu Chen

“…Using a dataset of 572 WSIs, the largest database with both WSI and genetic mutation information, our model achieved an AUC of 0.90 ± 0.08 for NPM1 and 0.80 ± 0.10 for FLT3-ITD in the testing cohort. …”
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Recommendations for Control and Mitigation of Laurel Wilt and Ambrosia Beetle Vectors in Commercial Avocado Groves in Florida by Jonathan Henry Crane, Daniel Carrillo, Edward A. Evans, Romina Gazis, Bruce A Schaffer, Fredy H Ballen Orozco, Jeff Wasielewski

“…This new 8-page publication of the UF/IFAS Horticultural Sciences Department outlines the LW-AB epidemic, provides information on the pathogen and ambrosia beetle vectors, provides a brief outline of current research findings, and offers recommendations for the control and mitigation of LW-AB. …”
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Optical widefield nuclear magnetic resonance microscopy by Karl D. Briegel, Nick R. von Grafenstein, Julia C. Draeger, Peter Blümler, Robin D. Allert, Dominik B. Bucher

“…Crucially, each camera pixel records an NMR spectrum providing multicomponent information about the signal’s amplitude, phase, local magnetic field strengths, and gradients. …”
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Weather Monitoring and Classification Tools Using Fuzzy Logic Method Based on Internet of Things for Agriculture by Muhammad Alfazri Avindra, Ahmad Taqwa, Suroso

“…Unlike traditional systems, this tool provides innovative solutions to weather-related agricultural challenges, enabling farmers to make informed decisions and mitigate losses due to extreme weather. …”
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The UF/IFAS Assessment of Nonnative Plants in Florida’s Natural Areas: History, Purpose, and Use by Deah Lieurance, Stephen Luke Flory, Aimee L. Cooper, Doria R. Gordon, Alison M. Fox, Joan Dusky, Linda Tyson

“…Recommendations and supporting information from the UF/IFAS Assessment can be found at http://plants.ifas.ufl.edu/assessment. …”
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Indicators for measuring urban environmental equity: A Scoping Review by Soledad Camacho Lorenzo, Yolanda Pérez Albert, Joan Alberich González

“…Applying indicators by using Geographic Information Systems (GIS) and statistical tools can be a valid option for fulfilling this aim, since it allows for territorial patterns in disparities to be exposed. …”
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Analysis of the Hail Phenomenon in Bistrița-Năsăud County in 2024: Localization, Impact, Perception, and Mitigation by Andras-István BARTA, Irina RABOȘAPCA, Ștefan BILAȘCO, Aurelian Cosmin MOLDOVAN, Tania MIHĂIESCU

“…The research integrates climatological data, meteorological observations, and locally sourced information to evaluate the frequency, localization, and intensity of hail across the region. …”
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Needs Analysis of Puberty Reproductive Health Literacy for Blind Students by Ajeng Galuh Wuryandari, Ruwayda Ruwayda, Nurmisih Nurmisih, Julaecha Julaecha

“…School teachers, peers, and the use of online sites for information retrieval are the primary sources for providing reproductive health education to adolescent children. process encounters several challenges due to societal taboos and discomfort surrounding sensitive topics like sexuality. …”
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Deterministic multi-phonon entanglement between two mechanical resonators on separate substrates by Ming-Han Chou, Hong Qiao, Haoxiong Yan, Gustav Andersson, Christopher R. Conner, Joel Grebel, Yash J. Joshi, Jacob M. Miller, Rhys G. Povey, Xuntao Wu, Andrew N. Cleland

“…Abstract Mechanical systems have emerged as a compelling platform for applications in quantum information, leveraging advances in the control of phonons, the quanta of mechanical vibrations. …”
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Collaborative Effort Towards a FAIR and OPEN Indo-Pacific Pollen Database (IPPD) by Annika V. Herbert, Simon G. Haberle, Henry Munack, Alexandru T. Codilean

“…Here, we explore the collaborative efforts involved in compiling the IPPD and integrating it into OCTOPUS, as well as provide background information on both. Further, we consider future opportunities and the importance of FAIR, CARE, and OPEN data integration.…”
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Searching for signals of an exotic I = 1,JP = 2+ state of D⁎K⁎ nature and the structure of the Pc(4312) in the Λb→Σc++D−K− reaction by Jing Song, Zi-Ying Yang, Eulogio Oset

“…The present study shows that much valuable information can be obtained about the predicted 2+ Tcs¯(2834) of D⁎K⁎ nature and the Pc(4312) states from the measurements of the mass distributions in this reaction, which will be accessible in the planned updates of LHCb.…”
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Stabilization mechanism of white kidney bean based milk through novel perspectives of endogenous starch by Chunli Kong, Yixuan Zhang, Yimei Hu, Caiping Duan, Zheng Yan, Sumei Zhou

“…These results contribute to understand molecular mechanism for improving WKB milk stability from perspective of endogenous starch, and provide valuable information for raw materials selection with typical starch characteristics.…”
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Morbidity and Mortality Rates from Digestive Diseases in the RF Northwestern Federal District (NWFD) and Measures to Reduce Them by Andrey Yu. Baranovsky, Alexey M. Belyaev, Elina A. Kondrashina

“…A statistical analysis was carried out on the basis of the 2007–2017 annual reports of the Medical Information and Analytical Center (MIAC) in St. Petersburg and the reports of the chief gastroenterologists of the Northwestern Federal District subjects.Results. …”
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The medial and lateral orbitofrontal cortex jointly represent the cognitive map of task space by Liwei Tan, Yidan Qiu, Lixin Qiu, Shuting Lin, Jinhui Li, Jiajun Liao, Yuting Zhang, Wei Zou, Ruiwang Huang

“…Furthermore, the two orbitofrontal subregions are functionally connected to share state-hidden information for constructing a representation of the task structure. …”
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BenthicNet: A global compilation of seafloor images for deep learning applications by Scott C. Lowe, Benjamin Misiuk, Isaac Xu, Shakhboz Abdulazizov, Amit R. Baroi, Alex C. Bastos, Merlin Best, Vicki Ferrini, Ariell Friedman, Deborah Hart, Ove Hoegh-Guldberg, Daniel Ierodiaconou, Julia Mackin-McLaughlin, Kathryn Markey, Pedro S. Menandro, Jacquomo Monk, Shreya Nemani, John O’Brien, Elizabeth Oh, Luba Y. Reshitnyk, Katleen Robert, Chris M. Roelfsema, Jessica A. Sameoto, Alexandre C. G. Schimel, Jordan A. Thomson, Brittany R. Wilson, Melisa C. Wong, Craig J. Brown, Thomas Trappenberg

“…The ability to collect seafloor imagery has outpaced our capacity to analyze it, hindering mobilization of this crucial environmental information. Machine learning approaches provide opportunities to increase the efficiency with which seafloor imagery is analyzed, yet large and consistent datasets to support development of such approaches are scarce. …”
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Quantum GIS (QGIS): An introduction to a free alternative to more costly GIS platforms by Jeffry M. Flenniken, Steven Stuglik, Basil V. Iannone

“… Geographic information system (GIS) software packages can be prohibitively expensive, causing many to shy away from mapping and spatial analysis. …”
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Comorbidity Networks From Population-Wide Health Data: Aggregated Data of 8.9M Hospital Patients (1997–2014) by Elma Dervić, Katharina Ledebur, Stefan Thurner, Peter Klimek

“…Yet, studies often are severely hindered by the availability of the necessary comprehensive data, often due to the sensitivity of health care information. This study presents a population-wide comorbidity network dataset derived from 45 million hospital stays of 8.9 million patients over 17 years in Austria. …”
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Representations of Family Dynamics in the Plays the Burdens and The Play Black Mamba by John Ruganda. by Amutuhaire, Linet

“…A close analysis approach was adopted to systematically analyze information, leading to useful recommendations and conclusions about family dynamics. …”
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Student Attendance System by Face Detection Using the Dlib Face Detector Model. by Ndyamuhakyi, Osbart, Nabukenya, Eva

“…In human interactions, the face is defined as the most important factor as it contains important information about a person or individual. All humans can recognize individuals from their faces. …”
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Exploration of the Teacher’s Competence in the New Competency Based Curriculum in the Selected Schools in Rukiga District. by Akatwijuka, Martha

“…The study recommended researchers use the available information about the teachers and find out how they find it hard to show commitment to the new competence based curriculum.…”
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