Employing a low-code machine learning approach to predict in-hospital mortality and length of stay in patients with community-acquired pneumonia by Hao Chen, Shurui Zhang, Hiromi Matsumoto, Nanami Tsuchiya, Chihiro Yamada, Shunsuke Okasaki, Atsushi Miyasaka, Kentaro Yumoto, Daiki Kanou, Fumihiro Kashizaki, Harumi Koizumi, Kenichi Takahashi, Masato Shimizu, Nobuyuki Horita, Takeshi Kaneko

“…A retrospective study was conducted using a low-code platform and the PyCaret library in Google Colab on data from patients with community-acquired pneumonia (CAP) admitted between January 2013 and December 2021 to two medical facilities. …”
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Interest, uptake, and feasibility trial of a real-life digital health intervention to improve lifestyle in Brazil by Raquel B De Boni, Jurema C Mota, Michael Duncan, Leonardo Linconl, Giovanna Lucieri Alonso Costa, Sofia Pimentel, Kamila P Sales, Fabiana Gaspar, Fernanda Adaes, Felipe B Schuch, Vicent Balanzá-Martinez, Flavio Kapczinski, Renato S Lima

“…This study aims to present a digital health platform accessible via PC or smartphone, VIVA! , designed to foster lifestyle change among the Brazilian population. …”
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A single-plasmid-based, easily curable CRISPR/Cas9 system for rapid, iterative genome editing in Pseudomonas putida KT2440 by Qifeng Wen, JinJin Chen, Jin Li, Ida Putu Wiweka Dharmasiddhi, Maohua Yang, Jianmin Xing, Yilan Liu

“…Abstract Background Pseudomonas putida KT2440, a non-pathogenic soil bacterium, is a key platform strain in synthetic biology and industrial applications due to its robustness and metabolic versatility. …”
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Understanding the vaginal microbiome among women with different genotypes of human papillomavirus infection in remote Andaman islands by Rehnuma Parvez, Santhiya Vijayakumar, Alwin Vins, Sudha Ramaiah, Anand Anbarasu, Lipika Biswas, Nisha Beniwal, Harpreet Kaur, Nagarajan Muruganandam

“…The DNA was then subjected to PCR amplification to confirm HPV infection. illumina NovaSeq 6000 platform was utilized to perform sequencing utilizing 2 x 250 paired end chemistry. …”
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Exploring the influence of pre-analytical variables on gene expression measurements and relative expression orderings in cancer research by Tian Tian, Guie Lai, Ming He, Xiaofang Liu, Yun Luo, You Guo, Guini Hong, Hongdong Li, Kai Song, Hao Cai

“…These paired samples were utilized to assess the impact of pre-analytical variables on gene expression measurements and REOs, including sampling methods, tumor sample heterogeneity, fixed time delays, preservation conditions, degradation levels, library preparation kits, amplification kits, RNA quantity, measuring platforms, and laboratory sites at single and multi-variable level. …”
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Easy, fast and reproducible Stochastic Cellular Automata with chouca by Génin, Alexandre, Dupont, Guillaume, Valencia, Daniel, Zucconi, Mauro, Ávila-Thieme, M. Isidora, Navarrete, Sergio A., Wieters, Evie A.

“…By providing an easy and efficient entry point to SCAs, chouca lowers the bar to the use of this class of models for ecologists, managers and general practitioners, providing a leveled-off reproducible platform while opening novel methodological approaches.…”
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Investigation of the Mechanism of Complement System in Diabetic Nephropathy via Bioinformatics Analysis by Bojun Xu, Lei Wang, Huakui Zhan, Liangbin Zhao, Yuehan Wang, Meng Shen, Keyang Xu, Li Li, Xu Luo, Shasha Zhou, Anqi Tang, Gang Liu, Lu Song, Yan Li

“…Finally, the Nephroseq v5 online platform was used to explore the correlation between hub genes and clinical features of DN. …”
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Study of the Interplay Among Melt Morphology, Rheology and 3D Printability of Poly(Lactic Acid)/Poly(3-Hydroxybutyrate-Co-3-Hydroxyvalerate) Blends by Marco Costantini, Flavio Cognini, Roberta Angelini, Sara Alfano, Marianna Villano, Andrea Martinelli, David Bolzonella, Marco Rossi, Andrea Barbetta

“…Through thoroughly screening printing parameters such as deposition speed, nozzle diameter, flow percentage and deposition platform temperature, we determined the optimal printing conditions for the two PLA/PHBV blends. …”
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A customizable multiplex protein microarray for antibody testing and its application for tick-borne and other infectious diseases by Hari Krishnan Krishnamurthy, Vasanth Jayaraman, Karthik Krishna, Tianhao Wang, Kang Bei, Chithra Changalath, Shiny Matilda, Alex J. Rai, Renata Welc-Falęciak, Agnieszka Pawełczyk, Lucas S. Blanton, Aleš Chrdle, Andrea Fořtová, Daniel Růžek, Gheyath K. Nasrallah, Laith J. Abu-Raddadi, Duaa W. Al-Sadeq, Marah Abed Alhakim Abdallah, Daniele Lilleri, Chiara Fornara, Piera D’Angelo, Milena Furione, Maria Söderlund-Venermo, Klaus Hedman, Dimosthenis Chochlakis, Eirini Makridaki, Artemis Ntoula, Anna Psaroulaki, Angélica Escárcega-Ávila, John J. Rajasekaran

“…In summary, our study presents a flexible multiplex microarray platform that can provide quick results with high sensitivity and specificity for evaluating exposure to varied infectious agents especially tick-borne pathogens.…”
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Incidence of cancer-related lymphoedema: a protocol for a living systematic review with meta-analysis by Nele Devoogdt, Hildegard Reul-Hirche, Kira Bloomquist, Michael Bernas, Ben Singh, Sandi Hayes, Melanie Plinsinga, Debbie Geyer, Louise Koelmeyer, Neil Piller, Stanley Rockson

“…The objectives of this review are (1) to produce a resource on an open-access platform that facilitates continuous update of incidence estimates and risk factors as evidence emerges, (2) to provide the most up-to-date estimate of the incidence of cancer-related lymphoedema and (3) to evaluate the strength and consistency of the association between lymphoedema and cancer treatment and non-treatment-related risk factors.Methods and analysis A living systematic and grey literature search will be conducted to identify studies reporting the incidence, prevalence of lymphoedema or associated risk factors in individuals who have undergone treatment for any type of cancer. …”
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Impact of pharmacist-prescriber partnerships to track antibiotic prescribing in publicly funded primary care in the Cape Town metropole, South Africa: An implementation study by O Van Hecke, Y Adegoke, M Allwood, K von Pressentin, M Namane, C Butler, M Mendelson, R Coetzee

“…At each clinic, a prescriber-pharmacist team gathered prospective antibiotic prescribing data for ‘acute cough’, linked to clinical indication, and provided individual prescribing feedback through each clinic’s WhatsApp messaging platform about their prescribing quality (antibiotic dose, duration, frequency). …”
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THE COLLABORATIVE DESIGNING OF A PERSONALIZED HYBRID LMS USING A VIRTUAL MACHINE IN A CLOUD ENVIRONMENT by Lina Čeponienė, Péter Galambos, Tamás Haidegger, Dariusz Mikulowski, Branislav Mišota, Oliver Moravcik, Enikő Nagy, Mariya P. Shyshkina, Pavel Smolka, Stefan Svetsky

“…LMSs usually function as online platform, at the same time as a supplement to academic information systems (AIS) on the local servers of universities. …”
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Assessment of ecological environment quality and their drivers in urban agglomeration based on a novel remote sensing ecological index by Fangyuan Lu, Chen Zhang, Haoyu Cao, Xibin Wang, Tong Zheng, Zhenfang Huang

“…This study utilizes the Google Earth Engine (GEE) platform, integrates MODIS imagery and NPP-VIIRS data to develop a Novel Remote Sensing Ecological Index (NRSEI). …”
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Clinical efficacy of a virtual reality tool for the treatment of obesity: study protocol of a randomised controlled trial by Dimitra Anastasiadou, Jose Antonio Ramos-Quiroga, Mel Slater, Bernhard Spanlang, Desiderio Cano Porras, Marta Comas, Andreea Ciudin, Gemma Parramon Puig, Julia Vázquez-De Sebastián, Pilar Lusilla-Palacios

“…The experimental group 1 will engage in a virtual self-conversation using the ConVRself platform, the experimental group 2 will participate in a ‘pre-established discourse’ provided by the virtual counsellor, who will give psychoeducation advice, and the control group will continue with treatment as usual. …”
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Analysis of the genome data of Acinetobacter baumannii UOL-KIMZ-24, exhibiting multiple drug resistance through efflux pumpsGenebANK/NCBI. by Kiran Fatima, Syed Zeeshan Haider Naqvi, Hazrat Ali, Noor Hassan, Anam Saqib, Farheen Ansari, Sidrah Saleem, Shah Jahan, Mushtaq Ahmad

“…In a hybrid approach, short reads were processed through Illumina platform, while long reads were sequenced by MinION MK1B sequencing technique. …”
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Aptamer-Conjugated Multi-Quantum Dot-Embedded Silica Nanoparticles for Lateral Flow Immunoassay by Kwanghee Yoo, Hye-Seong Cho, Jaehi Kim, Minsup Shin, Jun-Sik Chu, Sohyeon Jang, Han-Joo Bae, Heung Su Jung, Homan Kang, Bong-Hyun Jun

“…These results highlight the potential of QD² and aptamer conjugation technology as a reliable and versatile sensing platform for various diagnostic applications.…”
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Feasibility and psychometric quality of smartphone administered cognitive ecological momentary assessments in women with metastatic breast cancer by Ashley M Henneghan, Emily W Paolillo, Kathleen M Van Dyk, Oscar Y Franco-Rocha, Soyeong Bang, Rebecca Tasker, Tara Kaufmann, Darren Haywood, Nicolas H Hart, Raeanne C Moore

“…Accordingly, we sought to establish the feasibility, reliability, and validity of a commercially available cognitive EMA platform. Methods Using a prospective design, clinical cognitive and psychosocial assessments (cognitive batteries; patient reported outcomes) were collected at baseline, followed by a 28-day daily EMA protocol that included self-ratings for symptoms and mobile cognitive tests (memory, executive functioning, working memory, processing speed). …”
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Neuronal Multi Unit Activity Processing with Metal Oxide Memristive Devices by Caterina Sbandati, Xiongfei Jiang, Deepika Yadav, Spyros Stathopoulos, Dana Cohen, Alex Serb, Shiwei Wang, Themis Prodromakis

“…Prior necessary modifications to the MIS for effective operation, this adaptation achieved over 95% sensitivity across two types of metal‐oxide devices: Pt/TiOx/Pt and TiN/HfOx/TiN, proving its platform‐agnostic capabilities. Furthermore, towards the integration of MIS with silicon chips, it is shown that it can reduce total system power consumption to below 1 µW, as RRAM encoding stage relaxes the signal preservation and noise requirements that challenge traditional complementary metal‐oxide‐semiconductor (CMOS) front‐ends. …”
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Biomass burning emission analysis based on MODIS aerosol optical depth and AeroCom multi-model simulations: implications for model constraints and emission inventories by M. Petrenko, M. Petrenko, R. Kahn, R. Kahn, M. Chin, S. E. Bauer, T. Bergman, H. Bian, G. Curci, B. Johnson, J. W. Kaiser, Z. Kipling, H. Kokkola, H. Kokkola, X. Liu, K. Mezuman, K. Mezuman, T. Mielonen, G. Myhre, X. Pan, X. Pan, A. Protonotariou, S. Remy, R. B. Skeie, P. Stier, T. Takemura, K. Tsigaridis, K. Tsigaridis, H. Wang, D. Watson-Parris, D. Watson-Parris, K. Zhang

“…More generally, there is the need for additional efforts at constraining aerosol source strength and other model attributes with multi-platform observations.</p>…”
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SARS-CoV-2 excretion and genetic evolution in nasopharyngeal and stool samples from primary immunodeficiency and immunocompetent pediatric patients by Haifa Khemiri, Ilhem Ben Fraj, Alessio Lorusso, Najla Mekki, Iolanda Mangone, Mariem Gdoura, Adriano Di Pasqual, Cesare Cammà, Valeria Di Lollo, Asma Cherni, Henda Touzi, Amel Sadraoui, Zina Meddeb, Nahed Hogga, Imen Ben Mustapha, Mohamed-Ridha Barbouche, Monia Ouederni, Henda Triki, Sondes Haddad-Boubaker

“…RNA detection was performed using RT-qPCR, and whole-genome sequencing was conducted with the NexSeq 1000 platform. Data analysis used the nextflow/viralrecon pipeline. …”
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