OOIR: Observatory of International Research

Papers

(The H4-Index of Health Information Science and Systems is 24. 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 2022-08-01 to 2026-08-01.)

Article	Citations
K-cql: an arterial blood gas analysis-based deep offline reinforcement learning algorithm for mechanical ventilation treatment	91
Nationwide hospital admission data statistics and disease-specific 30-day readmission prediction	71
ADHD-KG: a knowledge graph of attention deficit hyperactivity disorder	68
A novel multi-modal model to assist the diagnosis of autism spectrum disorder using eye-tracking data	59
Leveraging deep learning for epigenetic protein prediction: a novel approach for early lung cancer diagnosis and drug discovery	49
ProsthetiX-AI: An LLM-based clinical decision support system for evidence-based prosthetic recommendations	48
DALI-Syn: integrating chemical LLMs with multi-level attention architectures for synergistic drug combination prediction	43
Efficient management of pulmonary embolism diagnosis using a two-step interconnected machine learning model based on electronic health records data	42
Identification of circRNA-miRNA-mRNA networks to explore underlying mechanism in lung cancer	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	40
MSER: an emotion recognition method based on multi-signal information fusion	40
Gpmb-yolo: a lightweight model for efficient blood cell detection in medical imaging	38
Exploring relationship between emotion and probiotics with knowledge graphs	38
Knowledge-enhanced medical image classification via descriptive priors from large language models	36
Hybridization of fuzzy logic based relevance vector and multi kernel image enhancement for Alzheimer′s disease diagnosis	36
A 3D decoupling Alzheimer’s disease prediction network based on structural MRI	31
Detecting stress from videos via intra-subject and inter-subject learning	31
An enhanced heart disease prediction model based on linear Diophantine fuzzy-integrated supervised machine learning	31
Structured reflective reasoning for precise medical knowledge graph retrieval augmented generation	29
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	29
Image-based second opinion for blood typing	28
Deep continual multitask out-of-hospital incident severity assessment from changing clinical features	26
Computational and statistical insights for leveraging biomarker-driven machine learning models in predicting COVID-19 patient outcomes	25
MedGAITS: a graph autoencoder network for modeling irregular time series data in electronic medical records	24
Automated robust human emotion classification system using hybrid EEG features with ICBrainDB dataset	24