The Data Artifacts Glossary: a community-based repository for bias on health datasets by Rodrigo R. Gameiro, Naira Link Woite, Christopher M. Sauer, Sicheng Hao, Chrystinne Oliveira Fernandes, Anna E. Premo, Alice Rangel Teixeira, Isabelle Resli, An-Kwok Ian Wong, Leo Anthony Celi

“…Conclusion The Data Artifacts Glossary serves as a vital resource for enhancing the integrity of AI applications in healthcare by providing a mechanism to recognize and mitigate dataset biases before they impact AI outputs. It not only aids in avoiding bias in model development but also contributes to understanding and addressing the root causes of health disparities.…”
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Care Complexity Factors and Discharge Destination in an Emergency Department: A Retrospective Cohort Study by Andrea Urbina, Jordi Adamuz, Maria-Eulàlia Juvé-Udina, Judith Peñafiel-Muñoz, Virginia Munoa-Urruticoechea, Maribel González-Samartino, Pilar Delgado-Hito, Javier Jacob, Marta Romero-García

“…Health professionals should consider these relationships for the design of early detection strategies and as an aid in decision-making, to ensure equity and quality of care. …”
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Detection and Classification of Teacher-Rated Children’s Activity Levels Using Millimeter-Wave Radar and Machine Learning: A Pilot Study in a Real Primary School Environment by Tianyi Wang, Takuya Sakamoto, Yu Oshima, Itsuki Iwata, Masaya Kato, Haruto Kobayashi, Manabu Wakuta, Masako Myowa, Tokomo Nishimura, Atsushi Senju

“…This work supports efforts for non-contact monitoring of children’s activity holding promise such as non-invasive, privacy protection, multi-targets, objective evaluation, and computer-aided screening.…”
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Plasma Metabolite Profiles of Healthy Volunteers after Administration of a Thai Herbal Formula for Dizziness by Ranida Boonrak, Kajee Pilakasiri, Suksalin Boonranasubkajorn, Natchagorn Lumlerdkij, Pravit Akarasereenont

“… The Thai herbal Yahom 20 formula (YHF20), is traditionally used for dizziness and fainting and off-label use for sleep aid, with inadequate substantial evidence afterward. …”
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Predictive value of enhanced CT and pathological indicators in lymph node metastasis in patients with gastric cancer based on GEE model by Ling Yang, Yingying Ding, Dafu Zhang, Guangjun Yang, Xingxiang Dong, Zhiping Zhang, Caixia Zhang, Wenjie Zhang, Youguo Dai, Zhenhui Li

“…Conclusion The predictive model constructed based on lymph node enhancement pattern, Ki67 level, and lymph node long-axis diameter exhibited good performance in predicting LNM in gastric cancer and should aid the lymph node staging of gastric cancer and clinical decision-making.…”
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Exploring avocado consumption and health: a scoping review and evidence map by Stephen A. Fleming, Tristen L. Paul, Rachel A. F. Fleming, Alison K. Ventura, Megan A. McCrory, Corrie M. Whisner, Paul A. Spagnuolo, Louise Dye, Jana Kraft, Jana Kraft, Nikki A. Ford

“…The results have been made public and freely available, and a visual, interactive map was created to aid in science translation. This evidence map should enable future meta-analyses, enhance communication and transparency in avocado research, and serve as a resource for policy guidance.…”
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Clinical Recommendations of Russian Gastroenterological Association and RENDO Endoscopic Society on Diagnosis and Treatment of Gastritis and Duodenitis by V. T. Ivashkin, I. V. Maev, T. L. Lapina, E. D. Fedorov, A. A. Sheptulin, A. S. Trukhmanov, A. V. Kononov, R. A. Abdulkhakov, O. P. Alexeeva, S. A. Alekseenko, D. N. Andreev, E. K. Baranskaya, N. N. Dekhnich, I. L. Klyaritskaya, R. S. Kozlov, E. A. Kogan, M. P. Korolev, N. V. Korochanskaya, S. A. Kurilovich, M. A. Livsan, M. F. Osipenko, P. V. Pavlov, S. S. Pirogov, A. S. Sarsenbaeva, V. I. Simanenkov, A. S. Tertychny, A. V. Tkachev, Yu. P. Uspensky, I. B. Khlynov, V. V. Tsukanov

“…The clinical guidelines are intended to supplement specialty decision-making for improved aid quality in patients with gastritis and duodenitis though acknowledging the latest clinical evidence and principles of evidencebased medicine.Key points. …”
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Imaging flow cytometry-based cellular screening elucidates pathophysiology in individuals with Variants of Uncertain Significance by Irena Josephina Johanna Muffels, Hans R. Waterham, Giuseppina D’Alessandro, Guido Zagnoli-Vieira, Michael Sacher, Dirk J. Lefeber, Celine Van der Vinne, Chaim M. Roifman, Koen L. I. Gassen, Holger Rehmann, Desiree Y. Van Haaften-Visser, Edward S. S. Nieuwenhuis, Stephen P. Jackson, Sabine A. Fuchs, Femke Wijk, Peter van Hasselt

“…Abstract Background Deciphering variants of uncertain significance (VUS) represents a major diagnostic challenge, partially due to the lack of easy-to-use and versatile cellular readouts that aid the interpretation of pathogenicity and pathophysiology. …”
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Online tools to predict individualised survival for primary oesophageal cancer patients with and without pathological complete response after neoadjuvant therapy followed by oesoph... by Jie Zhang, Xiang Chen, Dong Dong, Lijie Tan, Yajie Zhang, Hecheng Li, Yuqin Cao, Binhao Huang, Han Tang, Tianzheng Shen, Xijia Feng, Jiahao Zhang, Liqiang Shi, Chengqiang Li, Heng Jiao

“…The predictive models for pCR and non-pCR patients demonstrated good calibration and clinical utility, with acceptable discrimination that surpassed that of the current tumour, node, metastases staging system.Conclusions The web-based dynamic nomograms for pCR (https://predict-survival.shinyapps.io/pCR-eso/) and non-pCR patients (https://predict-survival.shinyapps.io/non-pCR-eso/) developed in this study can facilitate the calculation of OS probability for individual patients undergoing neoadjuvant therapy and radical oesophagectomy, aiding clinicians and patients in making personalised treatment decisions.…”
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Immune dysfunction revealed by digital spatial profiling of immuno-oncology markers in progressive stages of renal cell carcinoma and in brain metastases by Wei Wei, Michael Hurwitz, Sabina Signoretti, Lucia Jilaveanu, Toni K Choueiri, David L Rimm, Adebowale Adeniran, Sandra Martínez, Harriet M Kluger, David A Schoenfeld, Myrto Moutafi, Dijana Djureinovic, Ross D Merkin, David A Braun, Fabio Parisi

“…Our findings may have important implications for designing future biomarker and treatment studies and may aid in development of brain metastases-specific therapies.…”
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The role of natural exosomes from SHED-MSC in immunoregulation of M0/M1 polarized macrophage cells by Ali Fallah, Abasalt Hosseinzadeh Colagar, Ayyoob Khosravi, Ayyoob Khosravi, Azadeh Mohammad-Hasani, Azadeh Mohammad-Hasani, Mohsen Saeidi, Mohsen Saeidi

“…These nanovesicles, with their distinct physical properties and ability to penetrate target cells, may prove beneficial in conditions involving the depletion of M2 macrophages and M1 macrophage-induced diseases, potentially aiding in the reduction of inflammation and tissue injury.…”
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Coping with sand and dust storms: Developing and validating of an adaptation assessment tool by Shiva Salehi, Ali Ardalan, Abbas - Ostadtaghizadeh, Armin Zareiyan, Gholamreza Garmaroudi, Abbas Rahimiforoushani

“… Introduction: Given the multitude of climate changes and the varying level of adaptation in different societies, it is necessary to measure the degree of adaptation to climate change in any society, as these aids in planning strategies to promote adaptation. …”
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Phenotypic and transcriptomic analyses reveal major differences between apple and pear scab nonhost resistance by Vergne, Emilie, Chevreau, Elisabeth, Ravon, Elisa, Gaillard, Sylvain, Pelletier, Sandra, Bahut, Muriel, Perchepied, Laure

“…Concerning nonhost scab resistance in apple, further analyses must be considered with the aid of tools adapted to this resistance with very few cells engaged. …”
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Cochlear implantation in vestibular schwannoma: A game changer? A narrative review by Luis Lassaletta, Miryam Calvino, Isabel Sánchez-Cuadrado, José Manuel Morales-Puebla, Javier Gavilán

“…The aim of this paper is to discuss the current role of CIs in patients with VS, addressing the most controversial topics such as the variability of outcomes, the emerging clinical scenarios, the lack of consistent prognostic factors, and the need for an intraoperative tool to aid decision-making in challenging cases. Methods: A Pubmed search was performed, with a selection of relevant citations, and critical appraisal of selected studies. …”
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Recommender Systems for Unified Modeling Language and Vice Versa—A Systematic Literature Review by Elaheh Azadi Marand, Amir Sheikhahmadi, Moharram Challenger, Parham Moradi, Alireza Khalilipour

“…Consequently, there is growing research interest in approaches that aid the modeling process. This paper presents a systematic literature review (SLR) that analyzes how recommender systems techniques are used to suggest UML diagrams, as well as the role of UML diagrams in describing recommender systems. …”
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Analisis Sentimen untuk Identifikasi Bantuan Korban Bencana Alam berdasarkan Data di Twitter Menggunakan Metode K-Means dan Naive Bayes by Vincentius Riandaru Prasetyo, Gatum Erlangga, Delta Ardy Prima

“…Therefore, this study aims to conduct sentiment analysis from Twitter data to determine aid for victims of natural disasters in Indonesia. …”
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Comparison of Modified Biophysical Profile with Doppler Ultrasonographic Analysis in Determining Fetal well Being in the Third Trimester by Kadir Bakay, Ahmet Varolan, Ali Yazgan, Atif Akyol, İnci Davas

“…But combining modified biophysical profile with Doppler analysis has yielded a higher sensitivity aiding in the diagnosis of perinatal outcome and acute fetal distress. …”
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Kombinasi K-NN dan Gradient Boosted Trees untuk Klasifikasi Penerima Program Bantuan Sosial by Elly Firasari, Umi Khultsum, Monikka Nur Winnarto, Risnandar Risnandar

“…In the implementation of the social assistance program when it was still very limited, the acceptance of the aid program was not on target. Data mining helps to determine decisions in predicting data in the future. …”
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Interactive relationship between carbon flow and economic growth and influencing factors based on land use transition by ZHANG Changren, HAN Zenglin, ZHAO Yuqing, YAN Xiaolu

“…[Objective] Clarifying the interactive relationship between carbon flow and economic growth is of great significance for maintaining the balance between natural ecosystems and socio-economic systems, guiding the low-carbon transformation and sustainable development of the socio-economic system, as well as aiding the achievement of “dual carbon” targets. [Methods] This paper is based on land use, socio-economic, and energy consumption data, employing carbon flow model, entropy TOPSIS method, coupling coordination degree, geographical detector, and geographically weighted regression models to analyze the spatial evolution and influencing factors of the coupling coordination relationship between carbon flow caused by land use transition and economic growth in 30 provinces and cities of China from 2000 to 2020. …”
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The impact of delay in HIV diagnosis on patient survival: analysis of HIV infection trends from 2007 to 2023 by Riyaz A. Shaik, Sharan K. Holyachi, Mohammad S. Ahmad, Mohammed Miraj, Syed Yousaf Kazmi, Mohammad Rehan Asad, Ali Faraz, Mirwais Ramozi, Ritu Kumar Ahmad

“…TS/TG patients had a higher risk of death than women with a HR of 1.64 (95% CI: 1.52–1.78) and patients over 45 with a HR of 2.17 (95% CI: 1.94–2.43) compared to those under 30. AIDS stage patients had a higher risk of death with HR 2.54 (95% CI: 2.34–2.75) and TB patients with HR 1.43 (95% CI: 1.31–1.56). …”
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