Articles

1. Analyzing the Impact of Personalization on Fairness in Federated Learning for Healthcare

   • Tongnian Wang
   • Kai Zhang
   • Yuanxiong Guo

   Research Article 23 March 2024 Pages: 181 - 205

   

2. Prompt Tuning in Biomedical Relation Extraction

   • Jianping He
   • Fang Li
   • Cui Tao

   Research Article 29 February 2024 Pages: 206 - 224

   

3. Improving Equity in Deep Learning Medical Applications with the Gerchberg-Saxton Algorithm

   • Seha Ay
   • Michael Cardei
   • Umit Topaloglu

   Research Article Open access 28 February 2024 Pages: 225 - 243

   

4. A Systematic Review on Pill and Medication Dispensers from a Human-Centered Perspective

   • Luigi Gargioni
   • Daniela Fogli
   • Pietro Baroni

   OriginalPaper Open access 22 February 2024 Pages: 244 - 285

   

5. Supervised and Unsupervised Deep Learning Approaches for EEG Seizure Prediction

   • Zakary Georgis-Yap
   • Milos R. Popovic
   • Shehroz S. Khan

   Research Article 16 February 2024 Pages: 286 - 312

   

6. Clinical Information Retrieval: A Literature Review

   • Sonish Sivarajkumar
   • Haneef Ahamed Mohammad
   • Yanshan Wang

   Research Article 23 January 2024 Pages: 313 - 352

   

7. NeighBERT: Medical Entity Linking Using Relation-Induced Dense Retrieval

   • Ayush Singh
   • Saranya Krishnamoorthy
   • John E. Ortega

   Research Article 18 January 2024 Pages: 353 - 369

   

8. Neural Models for Generating Natural Language Summaries from Temporal Personal Health Data

   • Jonathan Harris
   • Mohammed J. Zaki

   Research Article 16 January 2024 Pages: 370 - 399

   

9. Supporting Fair and Efficient Emergency Medical Services in a Large Heterogeneous Region

   • Francesca Da Ros
   • Luca Di Gaspero
   • Laura Deroma

   Research Article Open access 09 January 2024 Pages: 400 - 437

   

10. Identifying and Extracting Rare Diseases and Their Phenotypes with Large Language Models

    • Cathy Shyr
    • Yan Hu
    • Hua Xu

    Research Article Open access 05 January 2024 Pages: 438 - 461

    

11. Contextual Word Embedding for Biomedical Knowledge Extraction: a Rapid Review and Case Study

    • Dinithi Vithanage
    • Ping Yu
    • Chao Deng

    Research Article 03 January 2024 Pages: 158 - 179

    

12. Brain Activity is Influenced by How High Dimensional Data are Represented: An EEG Study of Scatterplot Diagnostic (Scagnostics) Measures

    • Ronak Etemadpour
    • Sonali Shintree
    • A. Duke Shereen

    Research Article 12 December 2023 Pages: 19 - 49

    

13. Validation of Electrocardiogram Based Photoplethysmogram Generated Using U-Net Based Generative Adversarial Networks

    • Jangjay Sohn
    • Heean Shin
    • Hee Chan Kim

    Research Article Open access 01 December 2023 Pages: 140 - 157

    

14. Depression Detection on Social Media: A Classification Framework and Research Challenges and Opportunities

    • Abdulrahman Aldkheel
    • Lina Zhou

    Research Article 20 November 2023 Pages: 88 - 120

    

15. Biases in Electronic Health Records Data for Generating Real-World Evidence: An Overview

    • Ban Al-Sahab
    • Alan Leviton
    • Bo Zhang

    Research Article 14 November 2023 Pages: 121 - 139

    

16. Interpretable Predictive Models to Understand Risk Factors for Maternal and Fetal Outcomes

    • Tomas M. Bosschieter
    • Zifei Xu
    • Rich Caruana

    Research Article 13 October 2023 Pages: 65 - 87

    

17. Chronic Cough: Characterizing and Quantifying Burden in Adults Using a Nationwide Electronic Health Records Database

    • Lindsey E. Scierka
    • Brooklyn A. Bradley
    • Kim G. Smolderen

    Research Article 27 September 2023 Pages: 50 - 64

    

18. Clinical Feature Ranking Based on Ensemble Machine Learning Reveals Top Survival Factors for Glioblastoma Multiforme

    • Gabriel Cerono
    • Ombretta Melaiu
    • Davide Chicco

    Research Article Open access 20 September 2023 Pages: 1 - 18

    

19. BioBERTurk: Exploring Turkish Biomedical Language Model Development Strategies in Low-Resource Setting

    • Hazal Türkmen
    • Oğuz Dikenelli
    • Süha Süreyya Özbek

    Research Article 19 September 2023 Pages: 433 - 446

    

20. Natural Language Processing to Classify Caregiver Strategies Supporting Participation Among Children and Youth with Craniofacial Microsomia and Other Childhood-Onset Disabilities

    • Vera C. Kaelin
    • Andrew D. Boyd
    • Mary A. Khetani

    Research Article Open access 18 September 2023 Pages: 480 - 500

    

21. Finding the Best Match — a Case Study on the (Text-)Feature and Model Choice in Digital Mental Health Interventions

    • Kirsten Zantvoort
    • Jonas Scharfenberger
    • Burkhardt Funk

    Research Article Open access 18 September 2023 Pages: 447 - 479

    

22. Sequence Labeling for Disambiguating Medical Abbreviations

    • Mucahit Cevik
    • Sanaz Mohammad Jafari
    • Savas Yildirim

    Research Article 14 September 2023 Pages: 501 - 526

    

23. State-of-the-Art of Breast Cancer Diagnosis in Medical Images via Convolutional Neural Networks (CNNs)

    • Pratibha Harrison
    • Rakib Hasan
    • Kihan Park

    Review Article 10 September 2023 Pages: 387 - 432

    

24. Application of Mixed Reality to Ultrasound-guided Femoral Arterial Cannulation During Real-time Practice in Cardiac Interventions

    • Miguel Alonso-Felipe
    • Javier Manuel Aguiar-Pérez
    • Ignacio J. Amat-Santos

    Research Article Open access 08 September 2023 Pages: 527 - 541

    

25. Towards More Generalizable and Accurate Sentence Classification in Medical Abstracts with Less Data

    • Yan Hu
    • Yong Chen
    • Hua Xu

    Research Article 30 August 2023 Pages: 542 - 556

    

26. Introduction and Comparison of Novel Decentral Learning Schemes with Multiple Data Pools for Privacy-Preserving ECG Classification

    • Martin Baumgartner
    • Sai Pavan Kumar Veeranki
    • Günter Schreier

    Research Article Open access 17 August 2023 Pages: 291 - 312

    

27. Extracting Complementary and Integrative Health Approaches in Electronic Health Records

    • Huixue Zhou
    • Greg Silverman
    • Rui Zhang

    Research Article 17 August 2023 Pages: 277 - 290

    

28. Assessment of Prediction Tasks and Time Window Selection in Temporal Modeling of Electronic Health Record Data: a Systematic Review

    • Sarah Pungitore
    • Vignesh Subbian

    Research Article 14 August 2023 Pages: 313 - 331

    

29. Survival Prediction After Transarterial Chemoembolization for Hepatocellular Carcinoma: a Deep Multitask Survival Analysis Approach

    • Guo Huang
    • Huijun Liu
    • Yongxin Ge

    Research Article 31 July 2023 Pages: 332 - 358

    

30. Factors and Design Features Influencing the Continued Use of Wearable Devices

    • Omar El-Gayar
    • Ahmed Elnoshokaty

    Research Article 13 July 2023 Pages: 359 - 385

    

31. Bias Analysis in Healthcare Time Series (BAHT) Decision Support Systems from Meta Data

    • Sagnik Dakshit
    • Sristi Dakshit
    • Balakrishnan Prabhakaran

    Research Article 19 June 2023 Pages: 225 - 253

    

32. ResNetFed: Federated Deep Learning Architecture for Privacy-Preserving Pneumonia Detection from COVID-19 Chest Radiographs

    • Pascal Riedel
    • Reinhold von Schwerin
    • Christian Späte

    Research Article Open access 14 June 2023 Pages: 203 - 224

    

33. The Minimum Feature Set for Designing Mobile Apps to Support Bipolar Disorder-Affected Patients: Proposal of Essential Functions and Requirements

    • Saeedeh Heydarian
    • Alia Shakiba
    • Sharareh Rostam Niakan Kalhori

    Research Article 06 June 2023 Pages: 254 - 276

    

34. The IHI Rochester Report 2022 on Healthcare Informatics Research: Resuming After the CoViD-19

    • Carlo Combi
    • Julio C. Facelli
    • Christopher C. Yang

    Research Article Open access 01 May 2023 Pages: 169 - 202

    

35. Experiences of Users with an Online Self-Guided Mental Health Training Program Using Gamification

    • L. M. van der Lubbe
    • C. Gerritsen
    • K. V. Hindriks

    Research Article Open access 13 March 2023 Pages: 141 - 168

    

36. How to Prevent the Drop-Out: Understanding Why Adults Participate in Summative eHealth Evaluations

    • Marian Z. M. Hurmuz
    • Stephanie M. Jansen-Kosterink
    • Lex van Velsen

    Research Article Open access 04 March 2023 Pages: 125 - 140

    

37. Data-Driven Technologies as Enablers for Value Creation in the Prevention of Surgical Site Infections: a Systematic Review

    • Luís Irgang
    • Henrik Barth
    • Magnus Holmén

    Review Article Open access 27 February 2023 Pages: 1 - 41

    

38. Prediction of Prednisolone Dose Correction Using Machine Learning

    • Hiroyasu Sato
    • Yoshinobu Kimura
    • Hiroaki Watanabe

    Research Article Open access 15 February 2023 Pages: 84 - 103

    

39. Interpretable Skin Cancer Classification based on Incremental Domain Knowledge Learning

    • Eman Rezk
    • Mohamed Eltorki
    • Wael El-Dakhakhni

    Research Article 15 February 2023 Pages: 59 - 83

    

40. Early Diagnosis of Neurodegenerative Diseases Using CNN-LSTM and Wavelet Transform

    • Elmira Amooei
    • Arash Sharifi
    • Mohammad Manthouri

    Research Article 13 February 2023 Pages: 104 - 124

    

41. Can Patients with Dementia Be Identified in Primary Care Electronic Medical Records Using Natural Language Processing?

    • Laura C. Maclagan
    • Mohamed Abdalla
    • Susan E. Bronskill

    Research Article 23 January 2023 Pages: 42 - 58

    

42. SuperpixelGridMasks Data Augmentation: Application to Precision Health and Other Real-world Data

    • Karim Hammoudi
    • Adnane Cabani
    • Mahmoud Melkemi

    Research Article 13 January 2023 Pages: 442 - 460

    

43. Electronic Health Records That Support Health Professional Reflective Practice: a Missed Opportunity in Digital Health

    • Anna Janssen
    • Judy Kay
    • Tim Shaw

    Commentary Open access 20 January 2023 Pages: 375 - 384

    

44. A Machine Learning Framework for Assessing the Risk of Venous Thromboembolism in Patients Undergoing Hip or Knee Replacement

    • Elham Rasouli Dezfouli
    • Dursun Delen
    • Behrooz Davazdahemami

    Research Article 25 October 2022 Pages: 423 - 441

    

45. Automatic Assessment of the Type and Intensity of Agitated Hand Movements

    • Fiona Marshall
    • Shuai Zhang
    • Bryan W. Scotney

    Research Article Open access 23 September 2022 Pages: 401 - 422

    

46. Robustness of Multiple Imputation Methods for Missing Risk Factor Data from Electronic Medical Records for Observational Studies

    • Sanjoy K. Paul
    • Joanna Ling
    • Olga Montvida

    Research Article 10 September 2022 Pages: 385 - 400

    

47. Auto Response Generation in Online Medical Chat Services

    • Hadi Jahanshahi
    • Syed Kazmi
    • Mucahit Cevik

    Research Article 15 July 2022 Pages: 344 - 374

    

48. Active Learning for Multi-way Sensitivity Analysis with Application to Disease Screening Modeling

    • Mucahit Cevik
    • Sabrina Angco
    • Nicholas Prayogo

    Research Article 15 July 2022 Pages: 317 - 343

    

49. Informative Causality Extraction from Medical Literature via Dependency-Tree–Based Patterns

    • M. Ahsanul Kabir
    • AlJohara Almulhim
    • Mohammad Al Hasan

    Research Article 25 May 2022 Pages: 295 - 316

    

50. The HoPE Model Architecture: a Novel Approach to Pregnancy Information Retrieval Based on Conversational Agents

    • João Luis Zeni Montenegro
    • Cristiano André da Costa

    Research Article 06 April 2022 Pages: 253 - 294