Developing a Behavioral Phenotyping Layer for Artificial Intelligence–Driven Predictive Analytics in a Digital Resiliency Course: Protocol for a Randomized Controlled Trial by Trevor van Mierlo, Rachel Fournier, Siu Kit Yeung, Sofiia Lahutina

“…Insights will inform the development of an AI-based personalization system to optimize engagement and address behavioral health challenges. …”
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The development and pilot testing of a behavioral activation-based treatment for depressed mood and multiple health behavior change in patients with recent acute coronary syndrome. by Emily C Gathright, Katherine Diaz Vickery, Woubeshet Ayenew, Matthew C Whited, Melissa Adkins-Hempel, Michelle Chrastek, Jill K Carter, Rochelle K Rosen, Wen-Chih Wu, Andrew M Busch

“…Behavioral Activation for Health and Depression (BA-HD) was developed and pilot tested in a multiphase iterative process.…”
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Development of a hoRizontal data intEgration classifier for NOn-invasive early diAgnosis of breasT cancEr: the RENOVATE study protocol by Gabriele Zoppoli, Alberto Ballestrero, Valerio Gaetano Vellone, Piero Fregatti, Francesco Ravera, Gabriella Cirmena, Martina Dameri, Maurizio Gallo, Daniele Friedman, Massimo Calabrese, Alberto Tagliafico, Lorenzo Ferrando

“…Results will be published in international peer-reviewed scientific journals.Trial registration number NCT04781062.…”
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Development and evaluation of a healthcare decision-making intervention for African American parent-adult daughter dementia dyads: a mixed-methods study protocol by Ken Hepburn, Kalisha Bonds Johnson, Karen S Lyons, Fayron Epps, Gaea Daniel, Joan K. Monin, Wizdom Powell

“…Results of the research will be disseminated in both academic and community settings.Trial registration number NCT05139290.…”
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Deep learning analysis of long COVID and vaccine impact in low- and middle-income countries (LMICs): development of a risk calculator in a multicentric study by Ahmed Shaheen, Nour Shaheen, Long COVID Collaboration Study Group in the LMICs, Sheikh Shoib, Sheikh Shoib, Fahimeh Saeed, Mudathiru Buhari, Vishal Bharmauria, Vishal Bharmauria, Oliver Flouty

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Development and validation of a nomogram for predicting postoperative pulmonary complications in older patients undergoing noncardiac thoracic surgery: a prospective, bicentric coh... by Yongxin Zhou, Haiyan Wang, Dianyu Lu, Tao Jiang, Zhanpeng Huang, Feixiang Wang, Yonghua Yao, Yu Gu, Wei Wei

“…Methods A nomogram was developed using predefined candidate predictors of 30-day PPCs. …”
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Five years of patient and public involvement and engagement (PPIE) in the development and evaluation of the Pain-at-Work toolkit to support employees’ self-management of chronic pa... by Holly Blake, Victoria Abbott-Fleming, Sarah Greaves, Sarah Somerset, Wendy J. Chaplin, Elaine Wainwright, Karen Walker-Bone

“…We describe PPIE results in terms of the impact of PPIE on PAW Toolkit development (Phase 1–3) and the research process (Phase 1–4). …”
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A protocol for the development of PhyCaRe: An extension of the CARE guideline for physiotherapy using the Delphi method [version 3; peer review: 2 approved] by Praveen Kumar Kandakurti, Zahiruddin Quazi, Ramprasad Muthukrishnan, Chanan Goyal, Ashish R. Varma, Aishwarya A. Pashine, Sonia Gupta, Waqar M. Naqvi, Gaurav Mishra, Laxmikant Umate, Sakshi P. Arora

“…The guidelines will be propagated on different platforms and journals will be requested to adopt the guidelines. Registration The reporting guideline under development is prospectively registered on the EQUATOR Network website on PhyCaRe – Reporting guideline for physiotherapy case reports.…”
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Developing and testing the feasibility of a theory-based brief counseling intervention to promote physical activity in breast cancer survivors enrolled in the PAC-WOMAN trial by Sofia Franco, Eliana V. Carraça, Inês Nobre, Bruno Rodrigues, Vítor Ilharco, Lea Kahlert, Marlene N. Silva

“…This study describes the development of a brief counseling theory-based motivational intervention from the PAC-WOMAN trial, assessing its feasibility and acceptability. …”
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Treating Lower Phantom Limb Pain in the Postoperative Acute Care Setting Using Virtual Reality: Protocol for a 4-Phase Development and Feasibility Trial by Renée El-Gabalawy, Megan Crooks, Michael Sean Dyck Smith, Elizabeth Hammond, Patrick Gross, Marinya Roznik, David Perrin, Kristin Reynolds, Gabrielle Logan, Lily Pankratz, Hilary Johnson, Linda Girling, Daniel Wiebe

“…Results from phase 3 informed the development of a primary quantitative feasibility study. …”
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Development and validation of interpretable machine learning models for predicting AKI risk in patients treated with PD-1/PD-L1: a retrospective study by Wentong Liu, Kaiyue Ji, Qianwen Tang, Weiqi Xia, Wei Zhang, Lina Shao, Jiana Shi, Yukun Li, Ping Huang, Xiaolan Ye

“…An interpretable final GBM model with 13 features was developed after feature reduction based on feature importance ranking. …”
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How to estimate the probability of a live birth after one or more complete IVF cycles? the development of a novel model in a single-center by Xiangyi Kong, Zhiqiang Liu, Chunyu Huang, Xiuyu Hu, Meilan Mo, Hongzhan Zhang, Yong Zeng

“…Therefore, this model could assist clinicians with making clinical decisions and providing guidance for patients. Trial registration N/A.…”
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Co-Designing, Developing, and Testing a Mental Health Platform for Young People Using a Participatory Design Methodology in Colombia: Mixed Methods Study by Laura Ospina-Pinillos, Débora L Shambo-Rodríguez, Mónica Natalí Sánchez-Nítola, Alexandra Morales, Laura C Gallego-Sanchez, María Isabel Riaño-Fonseca, Andrea Carolina Bello-Tocancipá, Alvaro Navarro-Mancilla, Jaime A Pavlich-Mariscal, Alexandra Pomares-Quimbaya, Carlos Gómez-Restrepo, Ian B Hickie, Jo-An Occhipinti

“…ObjectiveThis study aims to co-design and develop an MH platform using participatory design methodologies and conduct a 15-month naturalistic observational trial to assess its feasibility among Colombian youth. …”
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A conceptual framework to develop a patient-reported experience measure of the quality of mental health care: a qualitative study of the PREMIUM project in France by S Fernandes, G Fond, X Zendjidjian, P Michel, C Lançon, F Berna, F Schurhoff, B Aouizerate, C Henry, B Etain, L Samalin, M Leboyer, D Misdrahi, PM Llorca, M Coldefy, P Auquier, K Baumstarck, L Boyer

“…Background: The objective of this study was to develop a conceptual framework to define a domain map describing the experience of patients with severe mental illnesses (SMIs) on the quality of mental health care. …”
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Development and pilot testing of a personalised decision aid for decision-making regarding fertility preservation in young female patients with cancer: a study protocol by Eun Mi Lee, Sokbom Kang, Keun Seok Lee, Ga Won Yim, Ji Hee Hong, Jieun Jang, Youn Kyung Chung, Dong Ock Lee, Hyeon Jin Park, June Hyuk Kim, A Ra Ko

“…Therefore, this protocol will develop and test a web-based decision aid (DA) for fertility preservation among young patients with cancer, considering patient preferences and values, evaluate acceptability and usability of the developed DA and assess its effectiveness.Methods and analysis This protocol outlines the development of a web-based DA for fertility preservation targeting females of reproductive age diagnosed with cancer. …”
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Impact of maternal antenatal nutrition and infection treatment interventions on Longitudinal Infant Development and Growth in rural Ethiopia: protocol of the LIDG child follow-up s... by Alemayehu Worku, Yemane Berhane, Luke C Mullany, Charles A Nelson, Lian V Folger, Anne CC Lee, Maria Andersson, Parul Christian, Krysten North, Yoseph Yemane Berhane, Nebiyou Fasil, Sitota Tsegaye, Kalkidan Yibeltal, Fred Van Dyk, Sara Cherkerzian, Firehiwot Workneh, Workagegnhu Tarekegn Kidane, Theresa I Chin, Sarah K G Jensen, Mulatu Melese, Unmesha Roy Paladhi, Betelhem Haimanot Abate, Atsede Teklehaimanot, Tizita Lemma Melka, Stephen Pihl, Winko W An, Sonya V Troller-Renfree, Moriah E Thomason, Terrie Inder, P Ellen Grant

“…Results will be disseminated to local and international stakeholders.Trial registration number NCT06296238.…”
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Development of culturally-appropriate text message booster content to follow a brief intervention focused on reducing alcohol related harms for injury patients in Moshi, Tanzania. by Catherine A Staton, Deepti Agnihotri, Ashley J Phillips, Kennedy Ngowi, Lily Huo, Judith Boshe, Francis Sakita, Anna Tupetz, Brian Suffoletto, Blandina T Mmbaga, Joao Ricardo Nickenig Vissoci

“…The process of culturalization is critical in order to create interventions that are applicable and beneficial to the target population. Trial registration: Clinical Trials Registration Number: NCT02828267, NCT04535011.…”
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Development and Validation of a Novel Nomogram Risk Prediction Model for In-Hospital Death Following Extended Aortic Arch Repair for Acute Type A Aortic Dissection by Qiyi Chen, Yulin Wang, Yixiao Zhang, Fangyu Liu, Kejie Shao, Hao Lai, Chunsheng Wang, Qiang Ji

“…Clinical Trial Registration: Registration number ChiCTR2200066414, https://www.chictr.org.cn/showproj.html?…”
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Prospective multi-centre analysis of rural trauma team development training for medical trainees and traffic law enforcement professionals in Uganda: an interrupted time series stu... by Herman Lule, Micheal Mugerwa, Robinson Ssebuufu, Patrick Kyamanywa, Jussi P. Posti, Michael Lowery Wilson

“…The findings could inform the design of future trauma teams in rural communities. Trial registration Retrospective registration (UIN: researchregistry9450).…”
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Accounting and Statistics in China Under the Qing Dynasty by M. A. Amurskaya

“…The Chinese economy has been steadily showing growth and development for decades, which attracts the attention of the largest scientists around the world to the economic model of this country, business practices, accounting and statistics. …”
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