Externally validated and clinically useful machine learning algorithms to support patient-related decision-making in oncology: a scoping review by Catarina Sousa Santos, Mário Amorim-Lopes

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Validation of the cancer-specific utility measure EORTC QLU-C10D using evidence from four lung cancer trials covering six country value sets by Simone Seyringer, Micha J. Pilz, Imad Al-Naesan, Madeleine T. King, Andrew Bottomley, Richard Norman, Lisa Schlosser, Tobias Hell, Eva M. Gamper, EORTC Quality of Life Group

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Clinical validation of two immunochromatographic SARS-CoV-2 antigen tests in near hospital facilities by Miha Skvarč

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Performance assessment of a ventilator developed for emergency use in a resource-constrained ICU setting during the COVID-19 pandemic by Sergio Sánchez-Gambetta, Giuliana Arrunategui-Salas, Juan L. Barrios-Morocho, Ricardo A. Hora, Sandra Pérez-Buitrago, Benjamin Castañeda, Albert H. Kwon, Christoph G. S. Nabzdyk, Fanny L. Casado

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Advancements in Biomarkers for Early Detection and Risk Stratification of Cardiovascular Diseases—A Literature Review by Abubakar Nazir, Awais Nazir, Usama Afzaal, Shafaq Aman, Safi ur Rehman Sadiq, Ozoemena Z. Akah, Muhammad Shah Wali Jamal, Syed Zawahir Hassan

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Multiple machine learning algorithms, validation of external clinical cohort and assessments of model gain effects will better serve cancer research on bioinformatic models by Fangshi Xu, Zongyu Li, Hao Guan, Jiancang Ma

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Bridging AI innovation and healthcare: scalable clinical validation methods for voice biomarkers by Agnieszka Ewa Krautz, Jörg Langner, Florian Helmhold, Florian Helmhold, Julia Volkening, Alina Hoffmann, Claudio Hasler

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Deep Learning–Driven Glaucoma Medication Bottle Recognition: A Multilingual Clinical Validation Study in Patients with Impaired Vision by Aidin C. Spina, BS, Christopher D. Yang, BS, Ayush Jain, BS, Christine Ha, BS, Lauren E. Chen, MD, Philina Yee, MD, Ken Y. Lin, MD, PhD

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A multicenter study on developing a prognostic model for severe fever with thrombocytopenia syndrome using machine learning by Jian-She Xu, Kai Yang, Bin Quan, Jing Xie, Yi-Shan Zheng, Yi-Shan Zheng

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Clinical validation of an artificial intelligence algorithm for classifying tuberculosis and pulmonary findings in chest radiographs by Thiago Fellipe Ortiz de Camargo, Thiago Fellipe Ortiz de Camargo, Guilherme Alberto Sousa Ribeiro, Guilherme Alberto Sousa Ribeiro, Maria Carolina Bueno da Silva, Luan Oliveira da Silva, Pedro Paulo Teixeira e Silva Torres, Denise do Socorro da Silva Rodrigues, Mayler Olombrada Nunes de Santos, William Salibe Filho, Marcela Emer Egypto Rosa, Magdala de Araujo Novaes, Thiago Augusto Massarutto, Osvaldo Landi Junior, Elaine Yanata, Marcio Rodrigues da Cunha Reis, Gilberto Szarf, Pedro Vieira Santana Netto, Joselisa Peres Queiroz de Paiva

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Development and clinical validation of a novel multiplex PCR test for detection of respiratory pathogens via fluorescence melting curve analysis by Yaping Jiang, Haifeng Wang, Guanghong Bai, Zihan Wei, Guowei Zhong, Jie Shi, Xiaolin Wang, Zhuo Wang, YuanWu Zou

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Classification of musculoskeletal pain using machine learning by Dalia Mohamed Fouad, Marwa Mahmoud Mahfouz, Mohammed Mostafa Mohamed, Mahmoud Yassin Elzanaty, Tarek Abd El-Hafeez

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Statistics and behavior of clinically significant extra-pulmonary vein atrial fibrillation sources: machine-learning-enhanced electrographic flow mapping in persistent atrial fibri... by Peter Ruppersberg, Steven Castellano, Philip Haeusser, Kostiantyn Ahapov, Melissa H. Kong, Stefan G. Spitzer, Stefan G. Spitzer, Georg Nölker, Andreas Rillig, Tamas Szili-Torok

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Educational and Clinical Applications of a Web- and Android-Based Telemedicine Platform to Expand Rural Health Care in Ecuador by Leonel Vasquez-Cevallos, Andrew Mitchell, Susana Muñoz-Hernández, Ángel Herranz-Nieva, Ana Garcia-Mingo, Paula De Corral-San Martin, Mijail Castro, Paul E.D. Soto-Rodriguez, Franklin Parrales-Bravo, Rosangela Caicedo-Quiroz

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Clinical validation of the scales of depression, neuroticism, somatization, personal anxiety and validity of the modified questionnaire for neurotic disorders by L. I. Tsydzik

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Intestinal microbiome: basics of diagnostics for maintaining health by O. O. Kremzer, O. V. Kraidashenko

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Clinical validation of controlled exposure to cat dander in the Specialized Particulate Control Environmental Exposure Unit (SPaC-EEU) by Lubnaa Hossenbaccus, Sophia Linton, Sarah Garvey, Hannah Botting, Terry Walker, Lisa Steacy, Anne K. Ellis

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Deep Learning for Medical Image Analysis Applications in Disease Detection and Diagnosis by Panchadhyayee Swagata, N Shirisha, S Sureshkumar, Priya S Harthy Ruby, Ramalingam Vanaja, M Mahima

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