From theory to practice – assessing translation of physical fitness research in the emergency department through machine learning and natural language processing by Kristin Morrow, Debajyoti Datta, Lindsey Spiegelman, Roy Almog, Kai Zheng, Don Brown, Dan Michael Cooper

Subjects: “…Natural language processing…”
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Understanding patterns of loneliness in older long-term care users using natural language processing with free text case notes. by Sam Rickman, Jose-Luis Fernandez, Juliette Malley

“…Using recent advances in natural language processing (NLP), we analysed pseudonymised administrative records containing 1.1 million free-text case notes about 3,046 older adults recorded in a London council between 2008 and 2020. …”
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Identifying Patient-Reported Outcome Measure Documentation in Veterans Health Administration Chiropractic Clinic Notes: Natural Language Processing Analysis by Brian C Coleman, Kelsey L Corcoran, Cynthia A Brandt, Joseph L Goulet, Stephen L Luther, Anthony J Lisi

“…Structured data are unavailable, with PROMs often embedded within clinic text notes as unstructured data requiring time-intensive, peer-conducted chart review for evaluation. Natural language processing (NLP) of clinic text notes is one promising solution to extracting care quality data from unstructured text. …”
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How did an election fraud narrative spread online? Testing theories us-ing machine learning and natural language processing by Loni Hagen, Diego Ford, Jahnae Edwards, Ly Dinh, Nic DePaula, Joshua Scacco

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Using Natural Language Processing to Explore Patient Perspectives on AI Avatars in Support Materials for Patients With Breast Cancer: Survey Study by Eleanor Cheese, Raouef Ahmed Bichoo, Kartikae Grover, Dorin Dumitru, Alexandros Zenonos, Joanne Groark, Douglas Gibson, Rebecca Pope

“…ObjectiveThis study aimed to use natural language processing (NLP) to understand free-text patient feedback on 1 of 7 AI-generated patient educational videos created in collaboration with Roche UK and the Hull University Teaching Hospitals NHS Trust breast cancer team, titled “Breast Cancer Follow Up Programme.” …”
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Early Diagnosis of Knee Osteoarthritis With a Natural Language Processing–Driven Approach Based on Clinician Notes: Development and Validation Study by Narathip Thanyakunsajja, Kulsawasd Jitkajornwanich, Shan Xu, Donghee Shin, Pattama Charoenporn

“…ObjectiveWe propose a novel natural language processing–driven approach based on clinicians’ or doctors’ notes of patient-reported symptoms (text data only) for diagnosing knee OA. …”
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Enhancing student reflections with natural language processing based scaffolding: A quasi-experimental study in a large lecture course by Muhsin Menekse, Alfa Satya Putra, Jiwon Kim, Ahmed Ashraf Butt, Mark A. McDaniel, Ido Davidesco, Michelle Cadieux, Joe Kim, Diane Litman

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What’s in a cue?: Using natural language processing to quantify content characteristics of episodic future thinking in the context of overweight and obesity by Haylee Downey, Shuangshuang Xu, Sareh Ahmadi, Aditya Shah, Jeremiah M. Brown, Warren K. Bickel, Leonard H. Epstein, Allison N. Tegge, Edward A. Fox, Jeffrey S. Stein

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Evaluating the Efficacy of Natural Language Processing Artificial Intelligence Models as a Patient Education Tool for Stature Lengthening Surgery and Reconstruction by Jorden L. Xavier, Joseph Khoury, Huai Ming Phen, Austin T. Fragomen, S. Robert Rozbruch, Mani Kahn

“…With the emergence of natural language processing artificial intelligence (NLP AI) models such as ChatGPT, patients interested in stature-lengthening surgery may turn to these chatbots for medical information instead of primary care providers. …”
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Comparing traditional natural language processing and large language models for mental health status classification: a multi-model evaluation by Thomas Kallstenius, Andrea Johansson Capusan, Gerhard Andersson, Adam Williamson

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Editorial: Revisiting a 150-year-old conundrum on the role of Broca's area in language processing: embracing expected and unexpected results by Maria V. Ivanova, Stephanie Kathleen Riès, Anais Llorens, Anais Llorens

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GC Insights: Breaking the silos – leveraging natural language processing (NLP) to encourage interdisciplinary interaction at the European Geosciences Union (EGU) by J. Sodoge, T. M. N. Carvalho, T. M. N. Carvalho, M. M. de Brito

“…To break this compartmentalization, we propose using natural language processing (NLP), enabling the geoscience community to explore the full breadth of knowledge beyond traditional disciplinary boundaries.…”
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Large Language Models Outperform Traditional Natural Language Processing Methods in Extracting Patient-Reported Outcomes in Inflammatory Bowel Disease by Perseus V. Patel, Conner Davis, Amariel Ralbovsky, Daniel Tinoco, Christopher Y.K. Williams, Shadera Slatter, Behzad Naderalvojoud, Michael J. Rosen, Tina Hernandez-Boussard, Vivek Rudrapatna

“…This study aimed to compare traditional natural language processing (tNLP) and large language models (LLMs) in extracting 3 IBD PROs (abdominal pain, diarrhea, fecal blood) from clinical notes across 2 institutions. …”
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Cross-Project Multiclass Classification of EARS-Based Functional Requirements Utilizing Natural Language Processing, Machine Learning, and Deep Learning by Touseef Tahir, Hamid Jahankhani, Kinza Tasleem, Bilal Hassan

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Systematic Identification of Caregivers of Patients Living With Dementia in the Electronic Health Record: Known Contacts and Natural Language Processing Cohort Study by Daniel Martin, Jason Lyons, J David Powers, Andrea E Daddato, Rebecca S Boxer, Elizabeth Bayliss, Jennifer Dickman Portz

“…MethodsAmong a cohort of people living with dementia aged 60 years and older from Kaiser Permanente Colorado, caregiver names were identified by combining structured patient contact fields, that is, known contacts, with name-matching and natural language processing techniques of unstructured notes and patient portal messages containing caregiver terms. …”
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Summarization, Prediction, and Analysis of Turkish Constitutional Court Decisions With Explainable Artificial Intelligence and a Hybrid Natural Language Processing Method by Tulay Turan, Ecir Ugur Kucuksille

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Automated derivation of diagnostic criteria for lung cancer using natural language processing on electronic health records: a pilot study by Andrew Houston, Sophie Williams, William Ricketts, Charles Gutteridge, Chris Tackaberry, John Conibear

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Performance of Natural Language Processing versus International Classification of Diseases Codes in Building Registries for Patients With Fall Injury: Retrospective Analysis by Atta Taseh, Souri Sasanfar, Michelle Chan, Evan Sirls, Ara Nazarian, Kayhan Batmanghelich, Jonathan F Bean, Soheil Ashkani-Esfahani

“… Abstract BackgroundStandardized registries, such as the International Classification of DiseasesICD ObjectiveThis study aimed to automate the extraction of fall incidents and mechanisms using natural language processing (NLP) and compare this approach with the ICD MethodsClinical notes for patients with fall-induced hip fractures were retrospectively reviewed by medical experts. …”
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The performance of GPT-3.5 and GPT-4 on genetic tests at PhD-level: GPT-4 as a promising tool for genomic medicine and education by Teymoor Khosravi, Arian Rahimzadeh, Farzaneh Motallebi, Fatemeh Vaghefi, Zainab Mohammad Al Sudani, Morteza Oladnabi

Subjects: “…natural language processing…”
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Text classification by CEFR levels using machine learning methods and BERT language model by Nadezhda S. Lagutina, Ksenia V. Lagutina, Anastasya M. Brederman, Natalia N. Kasatkina

Subjects: “…natural language processing…”
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