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 2022-06-01 to 2026-06-01.)

Article	Citations
K-cql: an arterial blood gas analysis-based deep offline reinforcement learning algorithm for mechanical ventilation treatment	91
Leveraging deep learning for epigenetic protein prediction: a novel approach for early lung cancer diagnosis and drug discovery	67
Microstate feature fusion for distinguishing AD from MCI	66
ADHD-KG: a knowledge graph of attention deficit hyperactivity disorder	54
Nationwide hospital admission data statistics and disease-specific 30-day readmission prediction	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
Development and application of an intelligent management and home care system for geriatric diseases under the ‘Internet Plus’ model: big data-based risk prediction and personalized intervention	39
Efficient management of pulmonary embolism diagnosis using a two-step interconnected machine learning model based on electronic health records data	39
DALI-Syn: integrating chemical LLMs with multi-level attention architectures for synergistic drug combination prediction	39
Identification of circRNA-miRNA-mRNA networks to explore underlying mechanism in lung cancer	38
Exploring relationship between emotion and probiotics with knowledge graphs	36
MSER: an emotion recognition method based on multi-signal information fusion	36
Knowledge-enhanced medical image classification via descriptive priors from large language models	34
Gpmb-yolo: a lightweight model for efficient blood cell detection in medical imaging	34
Image-based second opinion for blood typing	33
A 3D decoupling Alzheimer’s disease prediction network based on structural MRI	32
Structured reflective reasoning for precise medical knowledge graph retrieval augmented generation	29
An enhanced heart disease prediction model based on linear Diophantine fuzzy-integrated supervised machine learning	28
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
Deep continual multitask out-of-hospital incident severity assessment from changing clinical features	27
Detecting stress from videos via intra-subject and inter-subject learning	27
Computational and statistical insights for leveraging biomarker-driven machine learning models in predicting COVID-19 patient outcomes	24
MedGAITS: a graph autoencoder network for modeling irregular time series data in electronic medical records	23
Automated robust human emotion classification system using hybrid EEG features with ICBrainDB dataset	23