OOIR: Observatory of International Research

Papers

(The H4-Index of Health Information Science and Systems is 23. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-05-01 to 2026-05-01.)

Article	Citations
K-cql: an arterial blood gas analysis-based deep offline reinforcement learning algorithm for mechanical ventilation treatment	86
Leveraging deep learning for epigenetic protein prediction: a novel approach for early lung cancer diagnosis and drug discovery	63
Nationwide hospital admission data statistics and disease-specific 30-day readmission prediction	61
Microstate feature fusion for distinguishing AD from MCI	50
ADHD-KG: a knowledge graph of attention deficit hyperactivity disorder	46
A novel multi-modal model to assist the diagnosis of autism spectrum disorder using eye-tracking data	42
ProsthetiX-AI: An LLM-based clinical decision support system for evidence-based prosthetic recommendations	40
DALI-Syn: integrating chemical LLMs with multi-level attention architectures for synergistic drug combination prediction	39
Exploring relationship between emotion and probiotics with knowledge graphs	39
Efficient management of pulmonary embolism diagnosis using a two-step interconnected machine learning model based on electronic health records data	38
MSER: an emotion recognition method based on multi-signal information fusion	36
Identification of circRNA-miRNA-mRNA networks to explore underlying mechanism in lung cancer	36
Gpmb-yolo: a lightweight model for efficient blood cell detection in medical imaging	35
Knowledge-enhanced medical image classification via descriptive priors from large language models	34
Image-based second opinion for blood typing	34
Structured reflective reasoning for precise medical knowledge graph retrieval augmented generation	32
A 3D decoupling Alzheimer’s disease prediction network based on structural MRI	32
An enhanced heart disease prediction model based on linear Diophantine fuzzy-integrated supervised machine learning	30
A novel clustered-based binary grey wolf optimizer to solve the feature selection problem for uncovering the genetic links between non-Hodgkin lymphomas and rheumatologic diseases	28
Detecting stress from videos via intra-subject and inter-subject learning	27
Embedding-based link predictions to explore latent comorbidity of chronic diseases	27
Automated robust human emotion classification system using hybrid EEG features with ICBrainDB dataset	25
Computational and statistical insights for leveraging biomarker-driven machine learning models in predicting COVID-19 patient outcomes	24
Deep continual multitask out-of-hospital incident severity assessment from changing clinical features	23