Exploring barriers and facilitators to capturing cancer stage at diagnosis in a population-based cancer registry: a cross-sectional survey of health information managers/clinical coders and multidisciplinary team members.

Authors: Woodings, Laura¹ (AUTHOR) laura.woodings@cancervic.org.au, Ivanova, Kris¹ (AUTHOR), Nolte, Linda² (AUTHOR), Baxter, Kathryn³ (AUTHOR), Read, Carla⁴ (AUTHOR), Kennett, Fiona¹ (AUTHOR), Catterson, Patsy⁵ (AUTHOR), Davidson, Kerry⁵ (AUTHOR), Hornby, Colin⁴ (AUTHOR), Yang, Vivian^1,4 (AUTHOR), Lydeker, Jodie⁶ (AUTHOR), te Marvelde, Luc¹ (AUTHOR), Yeo, Belinda⁷ (AUTHOR), Evans, Sue M.¹ (AUTHOR)

Source: BMC Health Services Research. 4/30/2025, Vol. 25 Issue 1, p1-10. 10p.

Subject Terms: *MEDICAL coding, *TUMOR classification, *OCCUPATIONAL roles, *PROFESSIONAL identity, *MEDICAL sciences

Development and validation of a distributed representation model of Japanese high-dimensional administrative claims data for clinical epidemiology studies.

Authors: Matsui, Hiroki¹ (AUTHOR) ptmatsui-tky@umin.ac.jp, Fushimi, Kiyohide² (AUTHOR) kfushimi.hci@tmd.ac.jp, Yasunaga, Hideo¹ (AUTHOR) yasunagah-tky@umin.ac.jp

Source: BMC Medical Research Methodology. 4/11/2025, Vol. 25 Issue 1, p1-10. 10p.

Subject Terms: *HIGH-dimensional model representation, *MEDICAL coding, *HEART failure patients, *CLINICAL epidemiology, *DISTRIBUTED algorithms

Systematic review and meta-analysis of workload among medical records coders in China.

Authors: Liu, Yu¹ (AUTHOR), Wu, Chao² (AUTHOR), Cao, Meiling³ (AUTHOR), Lei, Chunyan¹ (AUTHOR), Zhou, Zhiqiang¹ (AUTHOR), Ou, Wenjing^1,4 (AUTHOR) ou185247745@163.com

Source: BMC Medical Informatics & Decision Making. 11/28/2024, Vol. 24 Issue 1, p1-11. 11p.

Subject Terms: *MEDICAL record personnel, *MEDICAL coding, *HOSPITAL administration, *ACADEMIC qualifications, *BACHELOR'S degree

Medical Data Classification Using Genetic Programming: A Systematic Literature Review.

Authors: Maurya, Pratibha¹ (AUTHOR), Kushwaha, Arati² (AUTHOR), Prakash, Om³ (AUTHOR) au.omprakash@gmail.com

Source: Expert Systems. Mar2025, Vol. 42 Issue 3, p1-21. 21p.

Subject Terms: *ALGORITHMS, *EXPERTISE, MEDICAL coding, MACHINE learning, CLASSIFICATION

Identifying Coding Intensity in Medicare Advantage Through Switchers.

Authors: Jacobs, Paul D.¹ (AUTHOR) paul.jacobs@ahrq.hhs.gov, Layton, Timothy J.² (AUTHOR)

Source: Health Services Research. Apr2025, p1. 8p. 5 Illustrations.

Subject Terms: *MEDICARE, *MEDICAL coding, *HEALTH risk assessment, *COHORT analysis, *BENEFICIARIES, *MEDICARE Part C

Company/Entity: CENTERS for Medicare & Medicaid Services (U.S.)

Imprecise Coding in Allergic Contact Dermatitis: A Register‐Study From Northern Finland Between Years 1999 and 2022.

Authors: Kämäräinen, Jenni¹ (AUTHOR), Loukkola, Touko¹ (AUTHOR), Mikkola, Joanna¹ (AUTHOR), Sivonen, Minna¹ (AUTHOR), Jokelainen, Jari² (AUTHOR), Kiviniemi, Eetu² (AUTHOR), Huilaja, Laura^3,4 (AUTHOR), Sinikumpu, Suvi‐Päivikki^3,4 (AUTHOR) suvi‐paivikki.sinikumpu@oulu.fi

Source: Contact Dermatitis (01051873). Apr2025, Vol. 92 Issue 4, p273-276. 4p.

Subject Terms: *CONTACT dermatitis, *MEDICAL coding, *DERMATOLOGY, *MEDICAL registries, *MEDICAL practice, *HOSPITAL patients, *EPIDEMIOLOGICAL research

Geographic Terms: FINLAND

The Magic Word? Face-Work and the Functions of Please in Everyday Requests.

Authors: Chalfoun, Andrew¹ achalfoun@g.ucla.edu, Rossi, Giovanni¹, Stivers, Tanya¹

Source: Social Psychology Quarterly. Mar2025, Vol. 88 Issue 1, p66-88. 23p.

Subject Terms: *CONVERSATION, *MEDICAL coding software, *DESCRIPTIVE statistics, *INFORMATION resources, *LINGUISTICS, *CONCEPTUAL structures, *SOCIAL skills, *INTERPERSONAL relations, *COMPARATIVE studies

Pure Client-Side Data Wrangling: Building a Strongly Single Page Web Application in an Academic Library for Production of a Catalog-Ready Patron File.

Authors: Bengtson, Jason¹ bengtson@nmsu.edu

Source: Information Technology & Libraries. Dec2024, Vol. 43 Issue 4, p1-13. 13p.

Subject Terms: *World Wide Web, *Database management, *Academic libraries, *Java programming language, *Cataloging, *Web development, *Application software, *Library orientation, *User interfaces, *Access to information, Catalogs, Medical coding, Customer satisfaction

A medical text classification approach with ZEN and capsule network.

Authors: Liang, Shengbin^1,2 (AUTHOR), Sun, Fuqi¹ (AUTHOR), Sun, Haoran¹ (AUTHOR), Chen, Tingting¹ (AUTHOR), Du, Wencai² (AUTHOR) george.du@usj.edu.mo

Source: Journal of Supercomputing. Feb2024, Vol. 80 Issue 3, p4353-4377. 25p.

Subject Terms: *CAPSULE neural networks, *MEDICAL coding, *ZEN Buddhism, *SOCIAL media, *SOCIAL medicine, *NATURAL language processing, *FEATURE extraction

Medical video encryption using novel 2D Cosine-Sine map and dynamic DNA coding.

Authors: Dhingra, Deepti¹ (AUTHOR) deeptimona@gmail.com, Dua, Mohit¹ (AUTHOR)

Source: Medical & Biological Engineering & Computing. Jan2024, Vol. 62 Issue 1, p237-255. 19p.

Subject Terms: *MAGNETIC resonance imaging, *MEDICAL coding, *SURGICAL diagnosis, *VIDEO coding, *MATHEMATICAL transformations

An assessment of completeness and medical coding of Medicare Advantage hospitalizations in two national data sets.

Authors: Cotterill, Philip G.¹ (AUTHOR) poorscholar.pc@gmail.com

Source: Health Services Research. Dec2023, Vol. 58 Issue 6, p1303-1313. 11p.

Subject Terms: *MEDICARE Part C, *MEDICAL coding, *PROSPECTIVE payment systems, *HOSPITAL care, *TEACHING hospitals

Association between Noise and Cardiovascular Disease in a Nationwide U.S. Prospective Cohort Study of Women Followed from 1988 to 2018.

Authors: Roscoe, Charlotte^1,2,3 croscoe@hsph.harvard.edu, Grady, Stephanie T.⁴, Hart, Jaime E.^1,2, Iyer, Hari S.⁵, Manson, JoAnn E.^6,7, Rexrode, Kathryn M.⁸, Rimm, Eric B.^2,7,9, Laden, Francine^1,2,7, James, Peter^1,10

Source: Environmental Health Perspectives. Dec2023, Vol. 131 Issue 12, p127005-1-127005-10. 10p.

Subject Terms: *Anthropogenic effects on nature, *Population density, *Air pollution, Cardiovascular diseases risk factors, Confidence intervals, Nosology, Stroke, Noise, Self-evaluation, Cardiovascular diseases, Myocardial infarction, Psychology of nurses, Sleep duration, Risk assessment, Psychology of women, Social classes, Research funding, Data analysis software, Longitudinal method, Proportional hazards models, Medical coding, Adults

Geographic Terms: United States

A code for clinical trials centralized monitoring, sharing open-science solutions to high-quality data.

Authors: Daher, André¹ (AUTHOR), Castro-Alves, Júlio² (AUTHOR), Amparo, Leandro¹ (AUTHOR), Pacheco de Moraes, Natalia¹ (AUTHOR), Araújo dos Santos, Thaís Regina¹ (AUTHOR), Gram dos Santos, Karla Regina¹ (AUTHOR), Siqueira do Valle, Cristiane¹ (AUTHOR), Hermoso, Maria¹ (AUTHOR) maria.hermoso@fiocruz.br, Catoia Varela, Margareth² (AUTHOR), Correa Oliveira, Rodrigo¹ (AUTHOR)

Source: PLoS ONE. 11/22/2023, Vol. 18 Issue 11, p1-14. 14p.

Subject Terms: *CLINICAL trials monitoring, *MEDICAL coding, *DATA libraries, *OPEN scholarship, *CLINICAL trials

KAMPNet: multi-source medical knowledge augmented medication prediction network with multi-level graph contrastive learning.

Authors: An, Yang¹ (AUTHOR), Tang, Haocheng² (AUTHOR), Jin, Bo³ (AUTHOR) jinbo@dlut.edu.cn, Xu, Yi² (AUTHOR) yi.xu@ia.ac.cn, Wei, Xiaopeng⁴ (AUTHOR)

Source: BMC Medical Informatics & Decision Making. 10/30/2023, Vol. 23 Issue 1, p1-19. 19p.

Subject Terms: *ELECTRONIC health records, *MEDICAL coding, *SEQUENTIAL learning, *WEIGHTED graphs, *DRUGS

Accuracy of ICD Influenza Discharge Diagnosis Codes in Hospitalized Adults From the Valencia Region, Spain, in the Pre‐COVID‐19 Period 2012/2013 to 2017/2018.

Authors: Mira‐Iglesias, Ainara^1,2 (AUTHOR) ainara.mira@fisabio.es, López‐Lacort, Mónica^1,2 (AUTHOR), Bricout, Hélène³ (AUTHOR), Loiacono, Matthew⁴ (AUTHOR), Carballido‐Fernández, Mario^5,6 (AUTHOR), Mollar‐Maseres, Joan⁷ (AUTHOR), Tortajada‐Girbés, Miguel⁸ (AUTHOR), Schwarz‐Chávarri, Germán⁹ (AUTHOR), López‐Labrador, F. Xavier^2,10 (AUTHOR), Puig‐Barberà, Joan¹ (AUTHOR), Díez‐Domingo, Javier^1,2,11 (AUTHOR), Orrico‐Sánchez, Alejandro^1,2,11 (AUTHOR)

Source: Influenza & Other Respiratory Viruses. Feb2025, Vol. 19 Issue 2, p1-10. 10p.

Subject Terms: *INFLUENZA, *MEDICAL coding, *SENSITIVITY & specificity (Statistics), *REVERSE transcriptase polymerase chain reaction, *EPIDEMIOLOGICAL research, *DIAGNOSIS methods, *HOSPITAL patients

Geographic Terms: VALENCIA (Spain : Region), SPAIN

A model of integrating convolution and BiGRU dual-channel mechanism for Chinese medical text classifications.

Authors: Li, Xiaoli¹ (AUTHOR), Zhang, Yuying¹ (AUTHOR), Jin, Jiangyong¹ (AUTHOR), Sun, Fuqi¹ (AUTHOR), Li, Na² (AUTHOR), Liang, Shengbin^1,3 (AUTHOR) liangsbin@henu.edu.cn

Source: PLoS ONE. 3/16/2023, Vol. 18 Issue 3, p1-20. 20p.

Subject Terms: *MEDICAL coding, *FEATURE extraction, *CHINESE people, *SOCIAL networks, *MATHEMATICAL convolutions

Clinically meaningful categorisation of ICD-10-AM (Australian modification).

Authors: Duke, Graeme J.^1,2,3 (AUTHOR) graeme.duke@easternhealth.org.au, Hirth, Steven^1,2 (AUTHOR), Santamaria, John D.^4,5 (AUTHOR), Read, Carla³ (AUTHOR), Hamilton, Adina³ (AUTHOR), Lau, Melisa³ (AUTHOR), Fernando, Tharanga³ (AUTHOR), Li, Zhuoyang³ (AUTHOR), Le, Teresa³ (AUTHOR), Walkley, Kirstie³ (AUTHOR)

Source: Health Information Management Journal. Nov2024, p1-7. 7p.

Subject Terms: *MEDICAL coding, *NOSOLOGY, *INFORMATION resources management, *DIAGNOSIS, *DATA analysis

Cracking the code of the slow code: A taxonomy of slow code practices and their clinical and ethical implications.

Authors: Andrist, Erica^1,2 (AUTHOR) andrist@med.umich.edu, Meadow, Jacqueline^2,3,4 (AUTHOR), Lawal, Nurah^2,5 (AUTHOR), Laventhal, Naomi T.^2,3,4 (AUTHOR)

Source: Bioethics. Nov2024, p1. 9p. 1 Illustration.

Subject Terms: *MEDICAL coding, *TAXONOMY, *DEFINITIONS, *MEDICAL personnel, *MANUSCRIPTS

Pareto-principle in rare disease education: assessing the representation of common rare diseases in medical education and coding systems.

Authors: Berger, Alexandra¹ (AUTHOR) a.berger@med.uni-frankfurt.de, Grimm, Kai Lars¹ (AUTHOR), Noll, Richard² (AUTHOR), Wagner, Thomas OF¹ (AUTHOR)

Source: Orphanet Journal of Rare Diseases. 9/12/2024, Vol. 19 Issue 1, p1-9. 9p.

Subject Terms: *MEDICAL coding, *MEDICAL education, *RARE diseases, *PARETO principle, *MEDICAL education examinations

Performance evaluation of reduced complexity deep neural networks.

Authors: Agha, Shahrukh¹ (AUTHOR), Nazir, Sajid² (AUTHOR) sajid.nazir@gcu.ac.uk, Kaleem, Mohammad¹ (AUTHOR), Najeeb, Faisal¹ (AUTHOR), Talat, Rehab³ (AUTHOR)

Source: PLoS ONE. 3/20/2025, Vol. 20 Issue 3, p1-29. 29p.

Subject Terms: *ARTIFICIAL neural networks, *IMAGE recognition (Computer vision), *MEDICAL coding, *DIAGNOSIS, *DIAGNOSTIC imaging