An undergraduate experimental research program, involving the screening of efflux pump inhibitors, to improve student research skills in biomedical science by Gongli Zong, Peipei Zhang, Yongan Wang, Jinxiang Han, Lin Wang, Jihong Pan, Jingxiang Pang, Guangxiang Cao, Jiafang Fu

“…Therefore, a systematic APDR program offers students a positive learning experience to enhance students’ research skills. and provides a pedagogical tool that can be adapted to improve students’ ability to engage in biomedical research.…”
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Improving explainability of post-separation suicide attempt prediction models for transitioning service members: insights from the Army Study to Assess Risk and Resilience in Servi... by Emily R. Edwards, Joseph C. Geraci, Sarah M. Gildea, Claire Houtsma, Jacob A. Holdcraft, Chris J. Kennedy, Andrew J. King, Alex Luedtke, Brian P. Marx, James A. Naifeh, Nancy A. Sampson, Murray B. Stein, Robert J. Ursano, Ronald C. Kessler

“…As universal prevention programs have been unable to resolve this problem, a previously reported machine learning model was developed using pre-separation predictors to target high-risk transitioning service members (TSMs) for more intensive interventions. …”
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Reserpine Causes Neuroendocrine Toxicity, Inducing Impairments in Cognition via Disturbing Hypothalamic–Pituitary–Thyroid Axis in Zebrafish by Fengzhi Sun, Lijie Xia, Baokun Wang, Yanao Liu, Xiaotong Cui, Huijun Kang, Rostyslav Stoika, Kechun Liu, Meng Jin

“…Reserpine is used as a cheap and effective first-line antihypertensive, and presently, it is applied as treatment for difficult-to-control cases of hypertension. …”
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An End-to-End Concatenated CNN Attention Model for the Classification of Lung Cancer With XAI Techniques by Fariha Haque, Mohammad Asif Hasan, Md. Abu Ismail Siddique, Tonmoy Roy, Tonmoy Kanti Shaha, Yamina Islam, Avijit Paul, Muhammad E. H. Chowdhury

“…In the field of medical imaging, deep learning (DL) techniques have made significant contributions to the detection and classification of various cancers. …”
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Perceptions, Causes and Treatment of Severe Acute Malnutrition, Mbuji‐Mayi, Kasai‐Oriental, Democratic Republic of the Congo by Julien Ntaongo Alendi, Marie‐Claire Muyer, Cécile Salpeteur, Steve Botomba, Jean Baptiste Mayavanga, Aimée Mupuala, Florence Mbiya Muadi, Samuel Mampunza, Léon Quénéet, Marlène Camrrubi, Carine Magen Fabregat

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Random access and semantic search in DNA data storage enabled by Cas9 and machine-guided design by Carina Imburgia, Lee Organick, Karen Zhang, Nicolas Cardozo, Jeff McBride, Callista Bee, Delaney Wilde, Gwendolin Roote, Sophia Jorgensen, David Ward, Charlie Anderson, Karin Strauss, Luis Ceze, Jeff Nivala

“…We then developed a molecular similarity-search approach combining machine learning with Cas9-based retrieval. Using a deep neural network, we mapped a database of 1.74 million images into a reduced-dimensional embedding, encoding each embedding as a Cas9 target sequence. …”
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GraspLDM: Generative 6-DoF Grasp Synthesis Using Latent Diffusion Models by Kuldeep R. Barad, Andrej Orsula, Antoine Richard, Jan Dentler, Miguel A. Olivares-Mendez, Carol Martinez

“…In this work, we present GraspLDM, a modular generative framework for 6-DoF grasp synthesis that uses diffusion models as priors in the latent space of a VAE. …”
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Selective retinoid X receptor agonism promotes functional recovery and myelin repair in experimental autoimmune encephalomyelitis by Gracious D. S. Kasheke, Basmah A. M. Hendy, Gabriel G. Dorighello, Nonthué A. Uccelli, Jean-David M. Gothié, Robyn J. Novorolsky, Madison J. Oulton, Jude Asainayagam, Adam I. Makarov, Kaitlyn S. Fraser, Vidyasagar Vuligonda, Martin E. Sanders, Timothy E. Kennedy, George S. Robertson

“…Since gait deficits are common in MS, we used machine learning to obtain highly sensitive and reliable measurements of sagittal hindleg joint movements for mice walking on a treadmill. …”
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Robotic-assisted total knee arthroplasty: Systematic review of surgical assist robotic systems available in Japan by Keizo Wada, Daisuke Hamada, Yasuaki Tamaki, Shota Shigekiyo, Koichi Sairyo

“…This review aimed to clarify the characteristics, accuracy, learning curve, and clinical results of robotic-assisted (RA) TKA performed using systems that are currently available in Japan (MAKO, ROSA, NAVIO/CORI, and VELYS). …”
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PPP5C pathogenic variant identified: a potential key to gaining insight into developmental and epileptic encephalopathy? by Raffaele Falsaperla, Annamaria Sapuppo, Xena Giada Pappalardo, Roberta Rizzo, Roberta Rocca, Gaia Fusto, Silvia Marino, Vincenzo Sortino, Lucia Saccuzzo, Martino Ruggieri, Marco Fichera

“…Results We report a 12-year-old girl affected by epilepsy and learning disorders. At the age of five, she presented convulsive status epilepticus with respiratory failure at onset and she started anticonvulsant therapy with Levetiracetam with a significant improvement. …”
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Overview of drugs approved by the FDA in 2022 by D. V. Kurkin, E. I. Morkovin, D. A. Bakulin, Yu. V. Gorbunova, Yu. A. Kolosov, M. A. Dzhavakhyan, I. E. Makarenko, R. V. Drai, A. V. Zaborovsky, O. V. Shatalova, A. V. Strygin, V. I. Petrov, A. P. Pleten, A. A. Prokopov, T. Yu. Tatarenko-Kozmina

“…To optimize the search for active compounds, virtual and high-throughput screenings, machine learning, artificial intelligence, cryo-electron microscopy, and drug repurposing are employed. …”
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Post occupancy evaluation of architectural design studio facilities by Mohamed Salah Ezz, Mohamed Salah Ezz, Mohamed Ahmed F. Mahdy, Mohamed Ahmed F. Mahdy, Saleh Baharetha, Mohammad A. Hassanain, Mohammad A. Hassanain, Mohammed M. Gomaa, Mohammed M. Gomaa

“…This study presents an assessment methodology to evaluate design studio facility effectiveness by conducting a post-occupancy evaluation case study. …”
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Long-Term Health Effects of Artificially Colored Foods in Adults and Children: A Review of Scientific Literature on Attention Deficits, Carcinogenicity, and Allergy Risks by Zuzanna Martyna Ambroziewicz, Robert Siemiątkowski, Michał Łata, Szymon Dowgiert, Małgorzata Sikorska, Jakub Kamiński, Katarzyna Więcław, Hanna Grabowska, Joanna Chruściel, Gabriela Mąsior

“…Evidence suggests that azo dyes may induce hyperactivity, learning impairments, and allergic reactions, particularly in children and those with a genetic predisposition to sensitivities. …”
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Avian acoustic communication: Understanding of peripheral and central neural systems with ecological adaptations by Xuan Peng, Limin Wang, Chenchen Shao, Dongming Li

“…Like humans, songbirds exhibit vocal learning behaviors supported by complex neural mechanisms. …”
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Resource Allocation With Edge-Cloud Collaborative Traffic Prediction in Integrated Radio and Optical Networks by Bowen Bao, Hui Yang, Qiuyan Yao, Lin Guan, Jie Zhang, Mohamed Cheriet

“…We maximize the utilization of limited resources to improve the awareness of network status. We present three evaluation indicators and build a network architecture to evaluate our resource allocation scheme. …”
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Predictive optimization using long short-term memory for solar PV and EV integration in relatively cold climate energy systems with a regional case study by Tao Hai, Ali B. M. Ali, Diwakar Agarwal, Ankit Punia, Megha Jagga, Ali E. Anqi, M. Ahmedi, Husam Rajab, Narinderjit Singh Sawaran Singh, Mohammad Taghavi

“…While these alternatives are increasingly utilized in residential and commercial sectors, integrating renewable energy in building systems presents significant challenges. This is particularly evident in cold regions where unpredictable resource availability complicates energy reliability. …”
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DiffuseGaitNet: Improving Parkinson’s Disease Gait Severity Assessment With a Diffusion Model Framework by Arshak Rezvani, Nasrin Ravansalar, Mohammad Ali Akhaee, Andrew J. Greenshaw, Russell Greiner, Maryam S. Mirian, Muhammad Yousefnezhad, Martin J. McKeown

“…These synthetic samples contain novel movement patterns not present in the observed data; systems trained on this information have better prediction performance. …”
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An Artificial Neural Network for Short Time Air Temperature Prediction by Olivia S. Gomes, Manuel O. Binelo, Marcia de F. B. Binelo, Joao Paulo C. Oliveira, Emerson Galvani, Rogerio Rozolen Alves

“…The feed-forward neural network presented the best results, with most errors below 2°C. …”
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Comparison and Standardisation of Various Open Preperitoneal Techniques in Inguinal Hernia Surgery–Results of a Review and Consensus by Ralph Lorenz, Ralph Lorenz, Willem Akkersdijk, Gabriel Paiva De Oliveira, Marc Soler, Jean-Francois Gillion, Augusto Lourenço, Rui Soares Da Costa, Edouard Pelissier, Franz Ugahary, Frederik Berrevoet

“…We provide a clear and comparable standard regarding the best indication, different procedural steps, the use of meshes and fixation, the learning curve involved, and possible complications and limitations. …”
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From Disruption to Reconstruction: Implementing Peer Support in Homelessness During Times of Crisis for Health and Social Care Services by Mathieu Isabel, Daniel Turgeon, Émilie Lessard, Andreea-Cătălina Panaite, Gwenvaël Ballu, Odile-Anne Desroches, Ghislaine Rouly, Antoine Boivin

“…Description: During the COVID-19 pandemic crisis, a participatory research project examined the integration of a peer support worker in a primary and community care clinic that serves people experiencing homelessness in Montreal (Canada). This article presents a narrative case study analysis of the specific data on implementation derived from this project. …”
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