Volume 24, issue 1, December 2024
127 articles in this issue
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An automated ICU agitation monitoring system for video streaming using deep learning classification
Authors (first, second and last of 10)
- Pei-Yu Dai
- Yu-Cheng Wu
- Lun-Chi Chen
- Content type: Research
- Open Access
- Published: 18 March 2024
- Article: 77
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SurvInt: a simple tool to obtain precise parametric survival extrapolations
Authors
- Daniel Gallacher
- Content type: Software
- Open Access
- Published: 14 March 2024
- Article: 76
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Exploring the potential of ChatGPT in medical dialogue summarization: a study on consistency with human preferences
Authors
- Yong Liu
- Shenggen Ju
- Junfeng Wang
- Content type: Research
- Open Access
- Published: 14 March 2024
- Article: 75
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Deep learning of movement behavior profiles and their association with markers of cardiometabolic health
Authors
- Vahid Farrahi
- Paul J Collings
- Mourad Oussalah
- Content type: Research
- Open Access
- Published: 13 March 2024
- Article: 74
This is part of 2 collections: -
KGSCS—a smart care system for elderly with geriatric chronic diseases: a knowledge graph approach
Authors (first, second and last of 6)
- Aihua Li
- Che Han
- Fan Pu
- Content type: Research
- Open Access
- Published: 12 March 2024
- Article: 73
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Assessing the research landscape and clinical utility of large language models: a scoping review
Authors (first, second and last of 7)
- Ye-Jean Park
- Abhinav Pillai
- Christopher Naugler
- Content type: Research
- Open Access
- Published: 12 March 2024
- Article: 72
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Implementation difficulties and solutions for a smart-clothes assisted home nursing care program for older adults with dementia or recovering from hip fracture
Authors (first, second and last of 6)
- Chung-Chih Lin
- Ching-Tzu Yang
- Wen-Chuin Hsu
- Content type: Research
- Open Access
- Published: 12 March 2024
- Article: 71
This is part of 2 collections: -
Development and validation of ‘Patient Optimizer’ (POP) algorithms for predicting surgical risk with machine learning
Authors (first, second and last of 8)
- Gideon Kowadlo
- Yoel Mittelberg
- Laurence Weinberg
- Content type: Research
- Open Access
- Published: 11 March 2024
- Article: 70
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Developing an integrated clinical decision support system for the early identification and management of kidney disease—building cross-sectoral partnerships
Authors (first, second and last of 16)
- Gillian Gorham
- Asanga Abeyaratne
- Alan Cass
- Content type: Research
- Open Access
- Published: 08 March 2024
- Article: 69
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A framework for inferring and analyzing pharmacotherapy treatment patterns
Authors (first, second and last of 11)
- Everett Rush
- Ozgur Ozmen
- Jonathan R. Nebeker
- Content type: Research
- Open Access
- Published: 08 March 2024
- Article: 68
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Continual learning framework for a multicenter study with an application to electrocardiogram
Authors (first, second and last of 4)
- Junmo Kim
- Min Hyuk Lim
- Hyung-Jin Yoon
- Content type: Research
- Open Access
- Published: 06 March 2024
- Article: 67
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Feasibility of a wearable self-management application for patients with COPD at home: a pilot study
Authors (first, second and last of 7)
- Robert Wu
- Eyal de Lara
- Andrea S. Gershon
- Content type: Research
- Open Access
- Published: 05 March 2024
- Article: 66
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MMIR: an open-source software for the registration of multimodal histological images
Authors (first, second and last of 4)
- Rodrigo Escobar DÃaz Guerrero
- José Luis Oliveira
- Thomas Bocklitz
- Content type: Software
- Open Access
- Published: 05 March 2024
- Article: 65
This is part of 2 collections: -
Identification of health-related problems in youth: a mixed methods feasibility study evaluating the Youth Health Report System
Authors (first, second and last of 7)
- Petra V. Lostelius
- Catharina Gustavsson
- Magdalena Mattebo
- Content type: Research
- Open Access
- Published: 05 March 2024
- Article: 64
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A qualitative analysis of algorithm-based decision support usability testing for symptom management across the trajectory of cancer care: one size does not fit all
Authors (first, second and last of 7)
- Hayley Dunnack Yackel
- Barbara Halpenny
- Mary E. Cooley
- Content type: Research
- Open Access
- Published: 05 March 2024
- Article: 63
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Seasonally adjusted laboratory reference intervals to improve the performance of machine learning models for classification of cardiovascular diseases
Authors (first, second and last of 4)
- Victorine P. Muse
- Davide Placido
- Søren Brunak
- Content type: Research
- Open Access
- Published: 04 March 2024
- Article: 62
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A comparative study of CNN-capsule-net, CNN-transformer encoder, and Traditional machine learning algorithms to classify epileptic seizure
Authors (first, second and last of 8)
- Sergio Alejandro Holguin-Garcia
- Ernesto Guevara-Navarro
- Mario Alejandro Bravo-Ortiz
- Content type: Research
- Open Access
- Published: 01 March 2024
- Article: 60
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Effect of early serum phosphate disorder on in-hospital and 28-day mortality in sepsis patients: a retrospective study based on MIMIC-IV database
Authors (first, second and last of 12)
- Yinghao Luo
- Yahui Peng
- Changsong Wang
- Content type: Research
- Open Access
- Published: 26 February 2024
- Article: 59
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Conceptual design of a generic data harmonization process for OMOP common data model
Authors (first, second and last of 6)
- Elisa Henke
- Michele Zoch
- Franziska Bathelt
- Content type: Research
- Open Access
- Published: 26 February 2024
- Article: 58
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A novel estimator for the two-way partial AUC
Authors (first, second and last of 4)
- Elias Chaibub Neto
- Vijay Yadav
- Larsson Omberg
- Content type: Research
- Open Access
- Published: 20 February 2024
- Article: 57
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Correction: Susceptibility of AutoML mortality prediction algorithms to model drift caused by the COVID pandemic
Authors (first, second and last of 7)
- Simone Maria Kagerbauer
- Bernhard Ulm
- Martin Graessner
- Content type: Correction
- Open Access
- Published: 19 February 2024
- Article: 56
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Exploring the potential of ChatGPT as an adjunct for generating diagnosis based on chief complaint and cone beam CT radiologic findings
Authors (first, second and last of 7)
- Yanni Hu
- Ziyang Hu
- Zitong Lin
- Content type: Research
- Open Access
- Published: 19 February 2024
- Article: 55
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Automatic de-identification of French electronic health records: a cost-effective approach exploiting distant supervision and deep learning models
Authors (first, second and last of 9)
- Mohamed El Azzouzi
- Gouenou Coatrieux
- Guillaume Bouzillé
- Content type: Research
- Open Access
- Published: 16 February 2024
- Article: 54
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Enhancing heart failure treatment decisions: interpretable machine learning models for advanced therapy eligibility prediction using EHR data
Authors (first, second and last of 5)
- Yufeng Zhang
- Jessica R. Golbus
- Kayvan Najarian
- Content type: Research
- Open Access
- Published: 14 February 2024
- Article: 53
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Which risk factor best predicts coronary artery disease using artificial neural network method?
Authors (first, second and last of 14)
- Nahid Azdaki
- Fatemeh Salmani
- Mohammad Reza Khazdair
- Content type: Research
- Open Access
- Published: 14 February 2024
- Article: 52
This is part of 2 collections: -
Characterizing the limitations of using diagnosis codes in the context of machine learning for healthcare
Authors (first, second and last of 11)
- Lin Lawrence Guo
- Keith E. Morse
- Lillian Sung
- Content type: Research
- Open Access
- Published: 14 February 2024
- Article: 51
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InsightSleepNet: the interpretable and uncertainty-aware deep learning network for sleep staging using continuous Photoplethysmography
Authors (first, second and last of 4)
- Borum Nam
- Beomjun Bark
- In Young Kim
- Content type: Research
- Open Access
- Published: 14 February 2024
- Article: 50
This is part of 2 collections: -
Dimension reduction and outlier detection of 3-D shapes derived from multi-organ CT images
Authors (first, second and last of 5)
- Michael Selle
- Magdalena Kircher
- Klaus Jung
- Content type: Research
- Open Access
- Published: 14 February 2024
- Article: 49
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Development of a predictive machine learning model for pathogen profiles in patients with secondary immunodeficiency
Authors (first, second and last of 9)
- Qianning Liu
- Yifan Chen
- Wei Zou
- Content type: Research
- Open Access
- Published: 13 February 2024
- Article: 48
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Data resource profile of an online database system for forensic mental health services
Authors (first, second and last of 6)
- Junko Koike
- Toshiaki Kono
- Naotsugu Hirabayashi
- Content type: Database
- Open Access
- Published: 13 February 2024
- Article: 47
This is part of 2 collections: -
Varying (preferred) levels of involvement in treatment decision-making in the intensive care unit before and during the COVID-19 pandemic: a mixed-methods study among relatives
Authors (first, second and last of 11)
- Sophie C. Renckens
- H. Roeline Pasman
- Bregje D. Onwuteaka-Philipsen
- Content type: Research
- Open Access
- Published: 12 February 2024
- Article: 46
This is part of 2 collections: -
DeepVAQ : an adaptive deep learning for prediction of vascular access quality in hemodialysis patients
Authors (first, second and last of 4)
- Sarayut Julkaew
- Thakerng Wongsirichot
- Pornpen Sangthawan
- Content type: Research
- Open Access
- Published: 12 February 2024
- Article: 45
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Usability and feasibility analysis of an mHealth-tool for supporting physical activity in people with heart failure
Authors (first, second and last of 5)
- Andreas Blomqvist
- Maria Bäck
- Tiny Jaarsma
- Content type: Research
- Open Access
- Published: 12 February 2024
- Article: 44
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Prediction of Sjögren’s disease diagnosis using matched electronic dental-health record data
Authors (first, second and last of 5)
- Jason Mao
- Grace Gomez Felix Gomez
- Thankam P. Thyvalikakath
- Content type: Research
- Open Access
- Published: 09 February 2024
- Article: 43
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Prediction of emergency department revisits among child and youth mental health outpatients using deep learning techniques
Authors (first, second and last of 9)
- Simran Saggu
- Hirad Daneshvar
- Laura Duncan
- Content type: Research
- Open Access
- Published: 08 February 2024
- Article: 42
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Choice of refractive surgery types for myopia assisted by machine learning based on doctors’ surgical selection data
Authors (first, second and last of 7)
- Jiajing Li
- Yuanyuan Dai
- Jimin Wang
- Content type: Research
- Open Access
- Published: 08 February 2024
- Article: 41
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Exploring the performance and explainability of fine-tuned BERT models for neuroradiology protocol assignment
Authors (first, second and last of 6)
- Salmonn Talebi
- Elizabeth Tong
- Mohammad R. K. Mofrad
- Content type: Research
- Open Access
- Published: 07 February 2024
- Article: 40
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Establishment of a risk prediction model for bowel necrosis in patients with incarcerated inguinal hernia
Authors
- Jiajie Zhou
- Xiaoming Yuan
- Content type: Research
- Open Access
- Published: 06 February 2024
- Article: 39
This is part of 2 collections: -
Prediction the prognosis of the poisoned patients undergoing hemodialysis using machine learning algorithms
Authors (first, second and last of 7)
- Mitra Rahimi
- Mohammad Reza Afrash
- Maral Ramezani
- Content type: Research
- Open Access
- Published: 06 February 2024
- Article: 38
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A reliable diabetic retinopathy grading via transfer learning and ensemble learning with quadratic weighted kappa metric
Authors (first, second and last of 5)
- Sai Venkatesh Chilukoti
- Liqun Shan
- Xiali Hei
- Content type: Research
- Open Access
- Published: 06 February 2024
- Article: 37
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Machine learning based biomarker discovery for chronic kidney disease–mineral and bone disorder (CKD-MBD)
Authors (first, second and last of 10)
- Yuting Li
- Yukuan Lou
- Xiang Shao
- Content type: Research
- Open Access
- Published: 05 February 2024
- Article: 36
This is part of 2 collections: -
Acute kidney injury comorbidity analysis based on international classification of diseases-10 codes
Authors (first, second and last of 6)
- Menglu Wang
- Guangjian Liu
- Zhisheng Bi
- Content type: Research
- Open Access
- Published: 03 February 2024
- Article: 35
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Susceptibility of AutoML mortality prediction algorithms to model drift caused by the COVID pandemic
Authors (first, second and last of 7)
- Simone Maria Kagerbauer
- Bernhard Ulm
- Martin Graessner
- Content type: Research
- Open Access
- Published: 02 February 2024
- Article: 34
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The validity of electronic health data for measuring smoking status: a systematic review and meta-analysis
Authors (first, second and last of 5)
- Md Ashiqul Haque
- Muditha Lakmali Bodawatte Gedara
- Lisa M. Lix
- Content type: Research
- Open Access
- Published: 02 February 2024
- Article: 33
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Patient values in patient-provider communication about participation in early phase clinical cancer trials: a qualitative analysis before and after implementation of an online value clarification tool intervention
Authors (first, second and last of 9)
- Liza G. G. van Lent
- Mirte van der Ham
- Julia C. M. van Weert
- Content type: Research
- Open Access
- Published: 02 February 2024
- Article: 32
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The development of evaluation scale of the patient satisfaction with telemedicine: a systematic review
Authors
- Yifei Du
- Yu Gu
- Content type: Research
- Open Access
- Published: 01 February 2024
- Article: 31
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An evaluation of GPT models for phenotype concept recognition
Authors (first, second and last of 8)
- Tudor Groza
- Harry Caufield
- Justin T. Reese
- Content type: Research
- Open Access
- Published: 31 January 2024
- Article: 30
This is part of 2 collections: -
O2 supplementation disambiguation in clinical narratives to support retrospective COVID-19 studies
Authors (first, second and last of 5)
- Akhila Abdulnazar
- Amila Kugic
- Markus Kreuzthaler
- Content type: Research
- Open Access
- Published: 31 January 2024
- Article: 29
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Development of a mobile application to represent food intake in inpatients: dietary data systematization
Authors (first, second and last of 8)
- Alan Renier Jamal Occhioni Molter
- Naise Oliveira da Rocha Carvalho
- Adriana Costa Bacelo
- Content type: Research
- Open Access
- Published: 30 January 2024
- Article: 28
This is part of 2 collections: