DDE: Deep Dynamic Epidemiological Modeling for Infectious Illness Development Forecasting in Multi-level Geographic Entities Ruhan LiuJiajia LiDavid Dagan Feng Research Article 28 May 2024
Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports of Lung Cancer Screening Patients Using Transformer Models Shuang YangXi YangJiang Bian Research Article Open access 17 May 2024
Analyzing the Impact of Personalization on Fairness in Federated Learning for Healthcare Tongnian WangKai ZhangYuanxiong Guo Research Article 23 March 2024 Pages: 181 - 205
Prompt Tuning in Biomedical Relation Extraction Jianping HeFang LiCui Tao Research Article 29 February 2024 Pages: 206 - 224
Improving Equity in Deep Learning Medical Applications with the Gerchberg-Saxton Algorithm Seha AyMichael CardeiUmit Topaloglu Research Article Open access 28 February 2024 Pages: 225 - 243
A Systematic Review on Pill and Medication Dispensers from a Human-Centered Perspective Luigi GargioniDaniela FogliPietro Baroni OriginalPaper Open access 22 February 2024 Pages: 244 - 285
Supervised and Unsupervised Deep Learning Approaches for EEG Seizure Prediction Zakary Georgis-YapMilos R. PopovicShehroz S. Khan Research Article 16 February 2024 Pages: 286 - 312
Clinical Information Retrieval: A Literature Review Sonish SivarajkumarHaneef Ahamed MohammadYanshan Wang Research Article 23 January 2024 Pages: 313 - 352
NeighBERT: Medical Entity Linking Using Relation-Induced Dense Retrieval Ayush SinghSaranya KrishnamoorthyJohn E. Ortega Research Article 18 January 2024 Pages: 353 - 369
Neural Models for Generating Natural Language Summaries from Temporal Personal Health Data Jonathan HarrisMohammed J. Zaki Research Article 16 January 2024 Pages: 370 - 399
Supporting Fair and Efficient Emergency Medical Services in a Large Heterogeneous Region Francesca Da RosLuca Di GasperoLaura Deroma Research Article Open access 09 January 2024 Pages: 400 - 437
Identifying and Extracting Rare Diseases and Their Phenotypes with Large Language Models Cathy ShyrYan HuHua Xu Research Article Open access 05 January 2024 Pages: 438 - 461
Contextual Word Embedding for Biomedical Knowledge Extraction: a Rapid Review and Case Study Dinithi VithanagePing YuChao Deng Research Article 03 January 2024 Pages: 158 - 179
Brain Activity is Influenced by How High Dimensional Data are Represented: An EEG Study of Scatterplot Diagnostic (Scagnostics) Measures Ronak EtemadpourSonali ShintreeA. Duke Shereen Research Article 12 December 2023 Pages: 19 - 49
Validation of Electrocardiogram Based Photoplethysmogram Generated Using U-Net Based Generative Adversarial Networks Jangjay SohnHeean ShinHee Chan Kim Research Article Open access 01 December 2023 Pages: 140 - 157
Depression Detection on Social Media: A Classification Framework and Research Challenges and Opportunities Abdulrahman AldkheelLina Zhou Research Article 20 November 2023 Pages: 88 - 120
Biases in Electronic Health Records Data for Generating Real-World Evidence: An Overview Ban Al-SahabAlan LevitonBo Zhang Research Article 14 November 2023 Pages: 121 - 139
Interpretable Predictive Models to Understand Risk Factors for Maternal and Fetal Outcomes Tomas M. BosschieterZifei XuRich Caruana Research Article 13 October 2023 Pages: 65 - 87
Chronic Cough: Characterizing and Quantifying Burden in Adults Using a Nationwide Electronic Health Records Database Lindsey E. ScierkaBrooklyn A. BradleyKim G. Smolderen Research Article 27 September 2023 Pages: 50 - 64
Clinical Feature Ranking Based on Ensemble Machine Learning Reveals Top Survival Factors for Glioblastoma Multiforme Gabriel CeronoOmbretta MelaiuDavide Chicco Research Article Open access 20 September 2023 Pages: 1 - 18
BioBERTurk: Exploring Turkish Biomedical Language Model Development Strategies in Low-Resource Setting Hazal TürkmenOğuz DikenelliSüha Süreyya Özbek Research Article 19 September 2023 Pages: 433 - 446
Natural Language Processing to Classify Caregiver Strategies Supporting Participation Among Children and Youth with Craniofacial Microsomia and Other Childhood-Onset Disabilities Vera C. KaelinAndrew D. BoydMary A. Khetani Research Article Open access 18 September 2023 Pages: 480 - 500
Finding the Best Match — a Case Study on the (Text-)Feature and Model Choice in Digital Mental Health Interventions Kirsten ZantvoortJonas ScharfenbergerBurkhardt Funk Research Article Open access 18 September 2023 Pages: 447 - 479
Sequence Labeling for Disambiguating Medical Abbreviations Mucahit CevikSanaz Mohammad JafariSavas Yildirim Research Article 14 September 2023 Pages: 501 - 526
State-of-the-Art of Breast Cancer Diagnosis in Medical Images via Convolutional Neural Networks (CNNs) Pratibha HarrisonRakib HasanKihan Park Review Article 10 September 2023 Pages: 387 - 432
Application of Mixed Reality to Ultrasound-guided Femoral Arterial Cannulation During Real-time Practice in Cardiac Interventions Miguel Alonso-FelipeJavier Manuel Aguiar-PérezIgnacio J. Amat-Santos Research Article Open access 08 September 2023 Pages: 527 - 541
Towards More Generalizable and Accurate Sentence Classification in Medical Abstracts with Less Data Yan HuYong ChenHua Xu Research Article 30 August 2023 Pages: 542 - 556
Introduction and Comparison of Novel Decentral Learning Schemes with Multiple Data Pools for Privacy-Preserving ECG Classification Martin BaumgartnerSai Pavan Kumar VeerankiGünter Schreier Research Article Open access 17 August 2023 Pages: 291 - 312
Extracting Complementary and Integrative Health Approaches in Electronic Health Records Huixue ZhouGreg SilvermanRui Zhang Research Article 17 August 2023 Pages: 277 - 290
Assessment of Prediction Tasks and Time Window Selection in Temporal Modeling of Electronic Health Record Data: a Systematic Review Sarah PungitoreVignesh Subbian Research Article 14 August 2023 Pages: 313 - 331
Survival Prediction After Transarterial Chemoembolization for Hepatocellular Carcinoma: a Deep Multitask Survival Analysis Approach Guo HuangHuijun LiuYongxin Ge Research Article 31 July 2023 Pages: 332 - 358
Factors and Design Features Influencing the Continued Use of Wearable Devices Omar El-GayarAhmed Elnoshokaty Research Article 13 July 2023 Pages: 359 - 385
Bias Analysis in Healthcare Time Series (BAHT) Decision Support Systems from Meta Data Sagnik DakshitSristi DakshitBalakrishnan Prabhakaran Research Article 19 June 2023 Pages: 225 - 253
ResNetFed: Federated Deep Learning Architecture for Privacy-Preserving Pneumonia Detection from COVID-19 Chest Radiographs Pascal RiedelReinhold von SchwerinChristian Späte Research Article Open access 14 June 2023 Pages: 203 - 224
The Minimum Feature Set for Designing Mobile Apps to Support Bipolar Disorder-Affected Patients: Proposal of Essential Functions and Requirements Saeedeh HeydarianAlia ShakibaSharareh Rostam Niakan Kalhori Research Article 06 June 2023 Pages: 254 - 276
The IHI Rochester Report 2022 on Healthcare Informatics Research: Resuming After the CoViD-19 Carlo CombiJulio C. FacelliChristopher C. Yang Research Article Open access 01 May 2023 Pages: 169 - 202
Experiences of Users with an Online Self-Guided Mental Health Training Program Using Gamification L. M. van der LubbeC. GerritsenK. V. Hindriks Research Article Open access 13 March 2023 Pages: 141 - 168
How to Prevent the Drop-Out: Understanding Why Adults Participate in Summative eHealth Evaluations Marian Z. M. HurmuzStephanie M. Jansen-KosterinkLex van Velsen Research Article Open access 04 March 2023 Pages: 125 - 140
Data-Driven Technologies as Enablers for Value Creation in the Prevention of Surgical Site Infections: a Systematic Review Luís IrgangHenrik BarthMagnus Holmén Review Article Open access 27 February 2023 Pages: 1 - 41
Prediction of Prednisolone Dose Correction Using Machine Learning Hiroyasu SatoYoshinobu KimuraHiroaki Watanabe Research Article Open access 15 February 2023 Pages: 84 - 103
Interpretable Skin Cancer Classification based on Incremental Domain Knowledge Learning Eman RezkMohamed EltorkiWael El-Dakhakhni Research Article 15 February 2023 Pages: 59 - 83
Early Diagnosis of Neurodegenerative Diseases Using CNN-LSTM and Wavelet Transform Elmira AmooeiArash SharifiMohammad Manthouri Research Article 13 February 2023 Pages: 104 - 124
Can Patients with Dementia Be Identified in Primary Care Electronic Medical Records Using Natural Language Processing? Laura C. MaclaganMohamed AbdallaSusan E. Bronskill Research Article 23 January 2023 Pages: 42 - 58
SuperpixelGridMasks Data Augmentation: Application to Precision Health and Other Real-world Data Karim HammoudiAdnane CabaniMahmoud Melkemi Research Article 13 January 2023 Pages: 442 - 460
Electronic Health Records That Support Health Professional Reflective Practice: a Missed Opportunity in Digital Health Anna JanssenJudy KayTim Shaw Commentary Open access 20 January 2023 Pages: 375 - 384
A Machine Learning Framework for Assessing the Risk of Venous Thromboembolism in Patients Undergoing Hip or Knee Replacement Elham Rasouli DezfouliDursun DelenBehrooz Davazdahemami Research Article 25 October 2022 Pages: 423 - 441
Automatic Assessment of the Type and Intensity of Agitated Hand Movements Fiona MarshallShuai ZhangBryan W. Scotney Research Article Open access 23 September 2022 Pages: 401 - 422
Robustness of Multiple Imputation Methods for Missing Risk Factor Data from Electronic Medical Records for Observational Studies Sanjoy K. PaulJoanna LingOlga Montvida Research Article 10 September 2022 Pages: 385 - 400
Auto Response Generation in Online Medical Chat Services Hadi JahanshahiSyed KazmiMucahit Cevik Research Article 15 July 2022 Pages: 344 - 374
Active Learning for Multi-way Sensitivity Analysis with Application to Disease Screening Modeling Mucahit CevikSabrina AngcoNicholas Prayogo Research Article 15 July 2022 Pages: 317 - 343