Machine Learning in Healthcare

82 works

Revolutionizing sepsis diagnosis using machine learning and deep learning models: a systematic literature review
Muhammad Zubair, Irfanud Din, Nadeem Sarwar +3
ArticleSepsis Diagnosis and TreatmentBMC Infectious Diseases202510 citations
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New Approach for Generating Synthetic Medical Data to Predict Type 2 Diabetes
Zarnigor Tagmatova, Akmalbek Abdusalomov, Rashid Nasimov +3
ArticleArtificial Intelligence in HealthcareBioengineering202310 citations
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Blockchain Adaptation in Healthcare: SWOT Analysis
Halimjon Khujamatov, Nurshod Akhmedov, Lazarev Amir +1
ChapterBlockchain Technology Applications and SecurityLecture notes in networks and systems20226 citations
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Optimized Deep Learning for Diabetes Detection: A BGRU-based Approach with SA-GSO Hyperparameter Tuning
Ramya Vani Rayala, Srinivas Cheekati, Mukhayya Ruzieva +3
ArticleArtificial Intelligence in Healthcare20256 citations
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AI-Enhanced Clinical Decision-Making Through a Collaborative Approach
R. N. Ravikumar, S. Aarthi, Bekhzod Ruzimbaev Saparbaevich +3
ChapterArtificial Intelligence in Healthcare and EducationAdvances in computational intelligence and robotics book series20256 citations
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Challenges and Opportunities for AI in Healthcare
Kan Yekaterina
ArticleArtificial Intelligence in Healthcare and EducationInternational Journal of Law and Policy20243 citations
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GAN-Based Novel Approach for Generating Synthetic Medical Tabular Data
Rashid Nasimov, Nigorakhon Nasimova, Sanjar Mirzakhalilov +4
ArticlePrivacy-Preserving Technologies in DataBioengineering20242 citations
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Predicting Multiple Diseases Using Machine Learning: A Symptom-Based Model for Medical Diagnosis
Bakhtiyor Makhkamov, Khakimjon Zaynidinov, Danish Ather +3
ArticleArtificial Intelligence in Healthcare20242 citations
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COVID-19 Severity Prediction in Patients Based on Anomaly Detection Approach
Alisher Ikramov, Fatima Аdilova, Khikmat Anvarov +1
ChapterCOVID-19 diagnosis using AILecture notes in networks and systems20211 citations
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Implementation and Methods of a Medical Expert System for Diagnosing Epilepsy in Children
Talat Magrupov, N. A. Kuchkarova, Emiliia A. Daminova
ArticleMachine Learning in Healthcare20231 citations
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METHODOLOGY FOR BUILDING A COMPUTERIZED ADVISORY EXPERT SYSTEM FOR THE DIAGNOSIS OF EPILEPSY IN CHILDREN
Talat Magrupov, N. A. Kuchkarova, S. S. Gaibnazarov
ArticleEEG and Brain-Computer InterfacesBiomedical Engineering20241 citations
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The data retrieval optimization from the perspective of evidence-based medicine
Vladimir Dobrynin, Yu. Е. Balykina, Michael Kamalov +3
ArticleBiomedical Text Mining and OntologiesAnnals of Computer Science and Information Systems20151 citations
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An Assessment of Type-2 Diabetes Risk Prediction Using Machine Learning Techniques
Hardeep Kour, Munish Sabharwal, Shakhzod Suvanov +1
ChapterArtificial Intelligence in HealthcareLecture notes in networks and systems20200 citations
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Symptoms Based Disease Diagnosis and Treatment Recommendation
Jyoti Agarwal, Manoj Kumar, Atul Kumar Srivastava
ArticleArtificial Intelligence in Healthcare2021 International Conference on Computational Performance Evaluation (ComPE)20210 citations
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A Comparative Machine Learning Modelling Approach for Patients’ Mortality Prediction in Hospital Intensive Care Unit
Mahmoud Aldraimli, Nodira Nazyrova, Abdumalik Djumanov +2
ChapterMachine Learning in HealthcareLecture notes in networks and systems20220 citations
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Machine Learning Algorithms in Application to COVID-19 Severity Prediction in Patients
Alisher Ikramov, Khikmat Anvarov, V. Kh. Sharipova +3
ChapterCOVID-19 diagnosis using AILecture notes in computer science20220 citations
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Artificial Intelligence in Healthcare: Diagnosis, Treatment, and Prediction
Kharibam Jilenkumari Devi, Wajdi Alghamdi, N Divya +3
ArticleArtificial Intelligence in Healthcare and EducationE3S Web of Conferences20230 citations
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Application of ensemble machine learning methods for diabetes diagnosis
Davron Ziyadullaev, Dilnoz Muhamediyeva, Komil Madazimov +3
ArticleArtificial Intelligence in HealthcareBIO Web of Conferences20240 citations
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Automated Quantification of Lateral and Medial Temporal Lobe Volumes for Improved Diagnosis of Early Alzheimer’s Disease
M. Salokhiddinov, Dharmesh Singh, Akash Gandhamal +5
ArticleDementia and Cognitive Impairment ResearchApplied Magnetic Resonance20240 citations
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Solving diabetes diagnosis problems using machine learning
Donaxon Olimboyeva, Davron Ziyadullaev, Dilnoz Muhamediyeva +3
ArticleArtificial Intelligence in HealthcareBIO Web of Conferences20240 citations
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A heuristic algorithm for forming stored structured medical data
Isamidin Sidikov, Sanjarbek Bekturdiev, Shaxnoza Sadikova +1
ArticleMachine Learning in HealthcareAIP conference proceedings20240 citations
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AI-Based Prediction of Respiratory Complications
Zaid Alsalami, Bhupchand Kumhar, Neeraj Varshney +3
ArticleCOVID-19 diagnosis using AI20240 citations
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Swift Cerebral Modelling with DenseUNet
Mohammed Al-Farouni, K. Barathi, Anjani Kumar Rai +3
ArticleMachine Learning in Healthcare20240 citations
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Design and implementation of a natural language processing system at the point of care: MiADE (Medical information AI Data Extractor)
Jennifer Jiang-Kells, James Brandreth, Leilei Zhu +14
PreprintBiomedical Text Mining and OntologiesResearch Square20240 citations
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PHeP: TrustAlert Open-Source Platform for Enhancing Predictive Healthcare with Deep Learning
Sandro Gepiro Contaldo, Emanuele Pietropaolo, Lorenzo Bosio +9
PreprintMachine Learning in HealthcaremedRxiv20240 citations
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