Machine Learning in Healthcare

82 works

Explainable Predictions of Preterm Birth: A LIME-Supported Ensemble Framework
Mohammad Tarek Aziz, Renzon Daniel Cosme Pecho, Nahida Zakir +8
ArticlePreterm Birth and Chorioamnionitis20250 citations
ABI
AI-Powered Diagnostic Models: Leveraging Deep Learning and Computer Vision for Early Disease Detection
Astha Gupta, Richa Vijay, Jabbarov Anvar +3
ArticleCOVID-19 diagnosis using AI20250 citations
ABI
Predicting Risk of Future Hospitalizations in Patients with Type 2 Diabetes Mellitus and Cardiovascular Diseases Using Machine Learning
Alisher Ikramov, Shakhnoza Mukhtarova, Раиса Тригулова +2
ChapterMachine Learning in HealthcareLecture notes in networks and systems20250 citations
ABI
AI in Modern Health Services: Synthetic Data Approach
Bobur Raximov, Hamza Iftikhar, Abdullaeva Dilbar Ubaydullaevna +2
ChapterArtificial Intelligence in Healthcare and Education20250 citations
ABI
Synthetic Genomic and Omics Data Applications in Precision Medicine and Biomedical Research
Barno Matchanova, Nilufar Niyazova, Latofat Salayeva +2
ChapterMachine Learning in Healthcare20250 citations
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Large Language Models-guided Agentic Discovery of Imaging-informed Pharmacodynamic Models for Predicting Hematological Toxicity from Radioligand Therapy
Romain Ferrara, Victor Gertner, Adil Moussali +7
PreprintComputational Drug Discovery MethodsHAL (Le Centre pour la Communication Scientifique Directe)20250 citations
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Integrating machine learning models to assess the combined risk of diabetes and tuberculosis in populations
Nitinkumar Marotrao Waghmare, Bharti P Jagdale Dr. Bharti P Jagdale, Rahul Bhagwat Mapari +4
Review articleArtificial Intelligence in HealthcareIndian Journal of Tuberculosis20250 citations
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Optimizing sepsis mortality prediction using hybrid federated learning and explainable AI framework
Muhammad Zubair Fuzail, Irfanud Din, Shakeel Ahmed +2
ArticleMachine Learning in HealthcareScientific Reports20260 citations
ABI
Retraction notice to “Optimizing CNN performance in medical imaging with cross-modality pre-training: A study using MobileNetV3” [Intelligence-Based Medicine 12 (2025) 100281]
Mithunraj, Preethika, Shruti Mishra +5
ArticleCOVID-19 diagnosis using AIIntelligence-Based Medicine20260 citations
ABI
AN ALGORITHM FOR CREATING A SEMI-SYNTHETIC DATASET FOR DIABETES
Akhram Nishanov, Farkhod Mengturayev, Fayzulla Ollamberganov +3
ArticleArtificial Intelligence in HealthcareJournal of Mathematics Mechanics and Computer Science20260 citations
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Deep Learning based Early-Stage Restrictive Lung Disease Prediction
C Ambika Bhuvaneswari, Muyassar Allaberganova, Feruza Kholovna Khudaykulova +3
ArticleMachine Learning in Healthcare20260 citations
ABI
A Cascade of Evaluation Biases in LLM-Based Knowledge Graph Verification
Anatoliy Kremenchutskiy
ArticleAdvanced Graph Neural NetworksZenodo (CERN European Organization for Nuclear Research)20260 citations
ABI
A Cascade of Evaluation Biases in LLM-Based Knowledge Graph Verification
Anatoliy Kremenchutskiy
ArticleAdvanced Graph Neural NetworksZenodo (CERN European Organization for Nuclear Research)20260 citations
ABI
Algorithm for Assessing the Quality of Medical Synthetic Data Based on The Multi-Criteria and Pac-Bayesian Model
Juraev Gulomjon Primovich, Jovlieva Dilnoz Mustofa kizi
ArticleMachine Learning in HealthcareAmerican Journal Of Applied Science And Technology20260 citations
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A Calibrated Multi-Task Ensemble Architecture for Biomedical Risk Prediction
Zhainagul Khamitova, Gulmira Omarova, Madi Akhmetzhanov +7
ArticleArtificial Intelligence in HealthcareComputers20260 citations
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Effectiveness and Hyperparameter Selection of Ensemble Models of Artificial Intelligence in Diagnosing Diabetes
Shokhrukh Sariyev, Gulzoda Negmatova, Muhammad B. Niyozov
ArticleArtificial Intelligence in Healthcare20260 citations
ABI
Evaluation of Classical and Ensemble Machine Learning Algorithms in KNN-Based Missing Data Imputation
Fayzullo Nazarov, Abror Akhatov, Sanjar Kenjaev
ArticleMachine Learning and ELM20260 citations
ABI
Retraction notice to “Leveraging FastViT Based Knowledge Distillation with EfficientNet-B0 for Diabetic Retinopathy Severity Classification” [SLAS Technology 33 (2025) 100325]
Jyotirmayee Rautaray, Ali B M Ali, Meenakshi Kandpal +5
ArticleRetinal Imaging and AnalysisSLAS TECHNOLOGY20260 citations
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Graph Neural Networks for Modelling Financial Market Dependencies
Rashmi Banchhor, Sulabha Narendra Patil, Gurpreet Kaur +3
ArticleStock Market Forecasting Methods20260 citations
ABI
Methods for Improving the Efficiency of Artificial Intelligence on Small Datasets: Alternative Algorithms and Transfer Learning
Otepbergenov Jetkerbay Sakbergenovich
ArticleDomain Adaptation and Few-Shot LearningInternational Journal of Pedagogics20260 citations
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Optimizing Resource Allocation in Smart Healthcare Edge Networks Using Federated Swarm Intelligence and Artificial Neural Networks
K. Praghash, Geno Peter, Christo Ananth +3
ArticleIoT and Edge/Fog ComputingInternational Journal of Distributed Sensor Networks20260 citations
ABI
Stability-aware hybrid intelligence for interpretable and scalable diabetes risk prediction
Yasser Taha Alzubaidi, Ahmed Kateb Jumaah Al-Nussairi, Ali K. Abdul Raheem +7
ArticleArtificial Intelligence in HealthcareIntelligence-Based Medicine20260 citations
ABI
Machine Learning-Based Predictive Modelling for Early Diagnosis of Type 2 Diabetes Mellitus: A Comparative Analysis of Supervised Classification Algorithms
Rupanjali Singh, Priyanka Bhandari, S Madan +5
ArticleArtificial Intelligence in HealthcareInternational Journal of Drug Delivery Technology20260 citations
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DESIGN OF AN ENTITY–RELATIONSHIP MODEL FOR AN AI-ASSISTED CARDIOVASCULAR DISEASE DIAGNOSTIC INFORMATION SYSTEM
Muhammadmirzo Ulugbekov
ArticleArtificial Intelligence in HealthcareJournal of Interdisciplinary Human Studies20260 citations
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Efficient prediction of Lung disease using Transfer learning and VGG16 deep learning model
Vishal Kumar, P Karthik Reddy, Jakhongir Norkulov +4
ArticleCOVID-19 diagnosis using AI20260 citations
ABI