A novel approach for target deconvolution from phenotype-based screening using knowledge graph by Xiaohong Wang, Meifang Zhang, Jianliang Xu, Xin Li, Jing Xiong, Haowei Cao, Fangkun Dou, Xue Zhai, Hua Sun

“…Our findings have the potential to revolutionize drug screening and open new avenues in pharmacological research, increasing the speed and efficiency of pursuing novel therapeutics. The code is available at  https://github.com/Xiong-Jing/PPIKG .…”
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Attention-enhanced optimized deep ensemble network for effective facial emotion recognition by Taimoor Khan, Muhammad Yasir, Chang Choi

“…EA-Net can accurately recognize facial emotions and exhibits strong generalization capabilities even in resource-constrained environments. The source code is publicly available at https://github.com/TaimoorKhan561/Facial-Emotion-Recognition…”
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Multiple Comorbidities, Psychiatric Disorders, Healthcare Resource Utilization and Costs Among Adults with Essential Tremor: A Retrospective Observational Study in a Large US Comme... by Dingwei Dai, Ali Samiian, Joaquim Fernandes, Henriette Coetzer

“…Patients with and those without ET were matched 1:1 on age, gender, payer type, and first 3 digits of their ZIP code. Comorbidities were assessed using data within 6 months prior to the index date. …”
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The effectiveness of Transcranial Photobiomodulation therapy (tPBM) on reducing anxiety, depression, and opioid craving in patients undergoing methadone maintenance treatment: a do... by Helya Helali, Nastaran Samani, Faraj Tabeie, Shiva Eiliaei, Ali Kheradmand

“…Trial registration Trial registration: IRCT code: IRCT20210502051162N1, Approval ID: IR.SBMU.MSP.REC.1400.111, registered on 01.06.2021…”
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Advancing terrestrial snow depth monitoring with machine learning and L-band InSAR data: a case study using NASA’s SnowEx 2017 data by Ibrahim Olalekan Alabi, Ibrahim Olalekan Alabi, Hans-Peter Marshall, Jodi Mead, Ernesto Trujillo

“…This approach, especially with the upcoming NISAR launch, may enable high-resolution (∼10 m) snow depth mapping over extensive areas, provided suitable training data are available, offering a cost-effective approach for snow monitoring. The code and data used in this work are available at https://github.com/cryogars/uavsar-lidar-ml-project.…”
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Quality of life in children with glaucoma: a qualitative interview study in Australia by Emmanuelle Souzeau, Jamie E Craig, Sandra E Staffieri, Lachlan S W Knight, Bronwyn Ridge, Mallika Prem Senthil

“…NVivo V.12 software (QSR International Pty Ltd, Melbourne, Australia) was used to analyse and code data to identify QoL themes. The prominence of QoL themes was determined by the number of children who raised issues connected to the corresponding theme.Setting Interviews were conducted via telephone or videoconferencing between April 2020 and July 2021.Participants Eighteen children with glaucoma, aged 8–17 years, who resided in Australia, were recruited from the Australian and New Zealand Registry of Advanced Glaucoma.Results Median child age was 12.1 years (IQR: 9.7–14.5 years) and 33% were female. …”
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Emergency Medical Services Provider-Perceived Alzheimer’s Disease and Related Dementias in the Prehospital Setting by Esmeralda Melgoza, Valeria Cardenas, Hiram Beltrán-Sánchez

“…Objective: Our goal was to assess emergency medical services (EMS) provider-perceived Alzheimer’s disease and related dementias (ADRD) by patient sociodemographic characteristics and ZIP code tabulation areas (ZCTA) in the prehospital setting. …”
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ALL-Net: integrating CNN and explainable-AI for enhanced diagnosis and interpretation of acute lymphoblastic leukemia by Abhiram Thiriveedhi, Swetha Ghanta, Sujit Biswas, Ashok K. Pradhan

“…This highlights the need for a more customized and streamlined model, such as ALL-Net, specifically designed for ALL classification. The entire source code of our proposed CNN is publicly available at https://github.com/Abhiram014/ALL-Net-Detection-of-ALL-using-CNN-and-XAI.…”
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The effects of training female students in emotion regulation techniques on their social problem-solving skills and social anxiety: a randomized controlled trial by Ashraf Akbari, Camellia Torabizadeh, Narjes Nick, Giti Setoodeh, Parvin Ghaemmaghami

“…Trial registration The present study was registered under the code IRCT20220413054521N1 (Registration date: 27/02/2024) in the Iranian Registry of Clinical Trials.…”
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CFO-CR: Carrier Frequency Offset Methodology for High-Rate Common Randomness Generation by Prashanth Kumar Herooru Sheshagiri, Martin Reisslein, Juan A. Cabrera, Frank H. P. Fitzek

“…Our evaluations with single-carrier software-defined radios, for which we make measurement traces publicly available, indicate that high-rate CR generation should observe (probe) the CFO and employ a Savitzky Golay low-pass filter with a low cut-off frequency for noise reduction in conjunction with multi-bit quantization, Gray code encoding, and a shuffling based randomization. …”
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New Approach of the Oxidant Peroxo Method (OPM) Route to Obtain Ti(OH)4 Nanoparticles with High Photocatalytic Activity under Visible Radiation by André E. Nogueira, Lucas S. Ribeiro, Luiz F. Gorup, Gelson T. S. T. Silva, Fernando F. B. Silva, Caue Ribeiro, Emerson R. Camargo

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Measles and Pregnancy: Immunity and Immunization—What Can Be Learned from Observing Complications during an Epidemic Year by Rosalia Ragusa, Armando Platania, Mario Cuccia, Gaetano Zappalà, Gabriele Giorgianni, Placido D’Agati, Maria Alessandra Bellia, Marina Marranzano

“…We controlled hospital discharge records for patients admitted to hospital obstetric wards searching the measles diagnostic code. We have indicated the case as “confirmed” when the IgM was found to be positive with the ELISA method. …”
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The Effect of Zinc Supplementation on Glycemic, Weight, and Blood Pressure Control in Patients With Type 2 Diabetes Mellitus: A Double‐Blind Randomized Controlled Trial by Mehrab Sayadi, Sara Javadpour Nowbandegani, Fatemeh Balaghi Inalou, Bahman Nazemzadegan, Shirzad Javidi Alsaadi, Mohammadreza Eskandari, Matin Sepehrinia

“…Trial Registration This trial was registered on the Iranian Registry of Clinical Trials (IRCT) website with code number 29627 on September 18, 2018.…”
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Calibration of a groundwater flow model in a karst aquifer using EPM approach: Case of Elhajeb-Ifrane aquifer, Morocco by Ammari Zakaria, Oumou Abdellah, Essahlaoui Narjisse, El Fakir Rabia, Mili El Mostafa, Essahlaoui Ali, Kassou Amina, Van Rompaey Anton

“…The groundwater flow model was constructed using a Python package and was calibrated using the parameter estimation code. The results show a good fit between simulated and observed heads. …”
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Is It Possible to Achieve Favorable Accelerated Dental Changes with No Periodontal Complications When Retracting Upper Anterior Teeth Assisted by Flapless Corticotomy Compared to T... by Hanin Nizar Khlef, Mohammad Younis Hajeer

“…This trial is registered with https://www.clinicaltrials.gov (Identification code: NCT04847492), retrospectively registered.…”
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Treatment Patterns and Healthcare Costs Among Patients with Stroke and Spasticity: A 2-Year Longitudinal Study by Michael Hull, Vamshi Ruthwik Anupindi, Jing He, Mitchell DeKoven, Jumaah Goldberg, Jonathan Bouchard

“…Results Overall, 7851 patients fulfilled study criteria; 47.7% were treated with physical or occupational therapy, 11.3% with muscle relaxants, and 0.8% with BoNT-A; 12.4% met the post-index definition of PSS; 84.2% were identified using muscle relaxant or BoNT-A codes, 6.6% using diagnosis codes, and 9.2% using both. …”
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Local structural–functional coupling with counterfactual explanations for epilepsy prediction by Jiashuang Huang, Shaolong Wei, Zhen Gao, Shu Jiang, Mingliang Wang, Liang Sun, Weiping Ding, Daoqiang Zhang

“…Results on a real epilepsy dataset suggest that the proposed method not only outperforms existing methods in accuracy but also provides insights into the local SC–FC coupling pattern and their changes in brain disorders. Code available at https://github.com/UAIBC-Brain/Local-SC-FC-coupling-pattern.…”
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Studying yield components and attractions indices in common bean (Phaseolus vulgaris L.) accessions in the Northern Zone of the Volga-Akhtuba Floodplain by A. P. Ivakin, A. A. Grushin

“…Special attention needs to be paid to the accessions ‘Code 128’ (k-15261), ‘Bertires’ (k-15262) and ‘Oxy Amidor’ (k-15269). …”
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A 22 Billion M⊙ Black Hole in Holmberg 15A with Keck KCWI Spectroscopy and Triaxial Orbit Modeling by Emily R. Liepold, Chung-Pei Ma, Jonelle L. Walsh

“…Using 2500 observed kinematic constraints, we perform extensive calculations of stellar orbits with the triaxial Schwarzschild code, TriOS, and search over ∼40,000 galaxy models to simultaneously determine the mass and intrinsic 3D shape parameters of H15A. …”
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SenPred: a single-cell RNA sequencing-based machine learning pipeline to classify deeply senescent dermal fibroblast cells for the detection of an in vivo senescent cell burden by Bethany K. Hughes, Andrew Davis, Deborah Milligan, Ryan Wallis, Federica Mossa, Michael P. Philpott, Linda J. Wainwright, David A. Gunn, Cleo L. Bishop

“…The development of SenPred has allowed for the detection of an in vivo senescent fibroblast burden in human skin, which could have broader implications for the treatment of age-related morbidities. All code for the SenPred pipeline is available at the following URL: https://github.com/bethk-h/SenPred_HDF .…”
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