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Identifying Patient-Reported Care Experiences in Free-Text Survey Comments: Topic Modeling Study

Brian Steele, Paul Fairie, Kyle Kemp, Adam G D'Souza, Matthias Wilms, Maria Jose Santana

JMIR Med Inform 2025;13:e63466

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Health Care Professionals and Data Scientists’ Perspectives on a Machine Learning System to Anticipate and Manage the Risk of Decompensation From Patients With Heart Failure: Qualitative Interview Study

Joana Seringa, Anna Hirata, Ana Rita Pedro, Rui Santana, Teresa Magalhães

J Med Internet Res 2025;27:e54990

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A Brief Web-Based Person-Centered Care Group Training Program for the Management of Generalized Anxiety Disorder: Feasibility Randomized Controlled Trial in Spain

Vanesa Ramos-García, Amado Rivero-Santana, Wenceslao Peñate-Castro, Yolanda Álvarez-Pérez, Andrea Duarte-Díaz, Alezandra Torres-Castaño, María del Mar Trujillo-Martín, Ana Isabel González-González, Pedro Serrano-Aguilar, Lilisbeth Perestelo-Pérez

JMIR Med Educ 2025;11:e50060

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A New Natural Language Processing–Inspired Methodology (Detection, Initial Characterization, and Semantic Characterization) to Investigate Temporal Shifts (Drifts) in Health Care Data: Quantitative Study

Bruno Paiva, Marcos André Gonçalves, Leonardo Chaves Dutra da Rocha, Milena Soriano Marcolino, Fernanda Cristina Barbosa Lana, Maira Viana Rego Souza-Silva, Jussara M Almeida, Polianna Delfino Pereira, Claudio Moisés Valiense de Andrade, Angélica Gomides dos Reis Gomes, Maria Angélica Pires Ferreira, Frederico Bartolazzi, Manuela Furtado Sacioto, Ana Paula Boscato, Milton Henriques Guimarães-Júnior, Priscilla Pereira dos Reis, Felício Roberto Costa, Alzira de Oliveira Jorge, Laryssa Reis Coelho, Marcelo Carneiro, Thaís Lorenna Souza Sales, Silvia Ferreira Araújo, Daniel Vitório Silveira, Karen Brasil Ruschel, Fernanda Caldeira Veloso Santos, Evelin Paola de Almeida Cenci, Luanna Silva Monteiro Menezes, Fernando Anschau, Maria Aparecida Camargos Bicalho, Euler Roberto Fernandes Manenti, Renan Goulart Finger, Daniela Ponce, Filipe Carrilho de Aguiar, Luiza Margoto Marques, Luís César de Castro, Giovanna Grünewald Vietta, Mariana Frizzo de Godoy, Mariana do Nascimento Vilaça, Vivian Costa Morais

JMIR Med Inform 2024;12:e54246

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Learning Styles of Medical Students, Surgical Residents, Medical Staff, and General Surgery Teachers When Learning Surgery: Protocol for a Scoping Review

Gabriela Gouvea Silva, Carlos Dario da Silva Costa, Bruno Cardoso Gonçalves, Luiz Vianney Cidrão Nunes, Emerson Roberto dos Santos, Sonia Maria Maciel Lopes, Alba Regina de Abreu Lima, Vânia Maria Sabadoto Brienze, Thaís Santana Gastardelo Bizotto, Júlio César André

JMIR Res Protoc 2024;13:e57229

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Traditional Machine Learning, Deep Learning, and BERT (Large Language Model) Approaches for Predicting Hospitalizations From Nurse Triage Notes: Comparative Evaluation of Resource Management

Dhavalkumar Patel, Prem Timsina, Larisa Gorenstein, Benjamin S Glicksberg, Ganesh Raut, Satya Narayan Cheetirala, Fabio Santana, Jules Tamegue, Arash Kia, Eyal Zimlichman, Matthew A Levin, Robert Freeman, Eyal Klang

JMIR AI 2024;3:e52190

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Surgical Residents’ Perception of Feedback on Their Education: Protocol for a Scoping Review

Carlos Dario da Silva Costa, Gabriela Gouvea Silva, Emerson Roberto dos Santos, Ana Maria Rita Pedroso Vilela Torres de Carvalho Engel, Ana Caroline dos Santos Costa, Taisa Morete da Silva, Washington Henrique da Conceição, Helena Cristóvão, Alba Regina de Abreu Lima, Vânia MS Brienze, Thaís Santana Gastardelo Bizotto, Antonio Hélio Oliani, Júlio César André

JMIR Res Protoc 2024;13:e56727

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Economic Evaluations and Equity in the Use of Artificial Intelligence in Imaging Exams for Medical Diagnosis in People With Skin, Neurological, and Pulmonary Diseases: Protocol for a Systematic Review

Giulia Osório Santana, Rodrigo de Macedo Couto, Rafael Maffei Loureiro, Brunna Carolinne Rocha Silva Furriel, Edna Terezinha Rother, Joselisa Péres Queiroz de Paiva, Lucas Reis Correia

JMIR Res Protoc 2023;12:e48544

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An Automated Electronic System in a Motorized Wheelchair for Telemonitoring: Mixed Methods Study Based on Internet of Things

Luma Carolina Câmara Gradim, André Luiz Maciel Santana, Marcelo Archanjo José, Marcelo Knörich Zuffo, Roseli de Deus Lopes

JMIR Form Res 2023;7:e49102

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Development of an Information Guideline for Kidney Transplant Recipients in a Clinical Trial: Protocol for a Modified Delphi Method

Araceli Faraldo-Cabana, Ana Sánchez-Fructuoso, Isabel Pérez-Flores, Juan Vicente Beneit-Montesinos, Daniel Muñoz-Jiménez, Belén Peix Jiménez, Sara Asensio Arredondo, Enriqueta Isabel Nuño Santana, María José Santana Valeros, Virginia Hidalgo González, Fernando González García, Ismael Ortuño-Soriano

JMIR Res Protoc 2023;12:e46961

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