Heart Disease: Research, Papers and Researchers

01Research activity

Heart Disease research by ScholarsColab researchers

What researchers combine with Heart Disease

Words that appear most often in these paper titles. Tap one to see those papers.

Recent focus (2024 onwards): learning, prediction, machine, model, classification, diagnosis.

02Researchers

PhD researchers working on Heart Disease

Every researcher below is registered on ScholarsColab and can be hired as a mentor or for a project. Publication counts are their papers on this topic.

Dr M.A.JABBARVARDHAMAN COLLEGE OF ENGINEERING16 papers on this topic · 1,723 citationsTop 2% scientist · Artificial Intelligence & Image ProcessingRoseline Oluwaseun OgundokunRedeemer's University Ede, Osun State5 papers on this topic · 45 citationsDr Senbagavalli MAssociate Professor, Alliance University, Bangalore, Karnataka4 papers on this topic · 9 citationsDr Amit AgrawalGandhi Medical College, Bhopal3 papers on this topic · 68 citationsDILIP MOTWANIVidyalankar Institute of Technology, Mumbai3 papers on this topic · 7 citationsProf. (Dr.) Akhilesh A. WaooAKS University, SATNA, MP3 papers on this topic · 3 citationsP M Durai Raj VincentProfessor in VIT University2 papers on this topic · 321 citationsMDr. Mallikharjuna Rao KPhD2 papers on this topic · 76 citationsDr. LokeshVIT Bhopal University2 papers on this topic · 56 citationsDr.Vijayalkahsmi kakulapatiSreenidhi Institute of Science and Technology2 papers on this topic · 8 citationsDr Rupali MahajanVishwakarma Institute of Technology,2 papers on this topic · 7 citationsDr.Nijaguna G SVTU2 papers on this topic · 5 citationsMANIMARAN VKONGU ENGINEERING COLLEGE2 papers on this topic · 4 citationsMd.Faishal Ahmed RudroStudent2 papers on this topic · 0 citationsRahama salmanPh.D in Computer Science2 papers on this topic · 0 citationsAbhishek KumarAssociate Professor1 paper on this topic · 69 citationsAnkit KumarAssistant Professor1 paper on this topic · 45 citationsShamik TiwariIILM University Gurugram1 paper on this topic · 28 citationsVV K BairagiPune University1 paper on this topic · 22 citationsRRK SharmaRSSA Management Services and Research Centre1 paper on this topic · 20 citationsDr. A. SureshProfessor, School of Computing, SRM Institute of Science and Technology, SRM Nagar,…1 paper on this topic · 15 citationsNalini Kanta SahooDirector and Principal, MIT College of Pharmacy, MIT Campus, Ram Ganga vihar,…1 paper on this topic · 13 citationsDr. V. Gokula KrishnanProfessor, Department of Computer Science Engineering, Easwari Engineering College, Ramapuram, Chennai, Tamil…1 paper on this topic · 13 citationsRAJKUMAR YESURAJVIT-AP UNIVERSITY1 paper on this topic · 13 citationsAditya GuptaThapar University1 paper on this topic · 10 citationsDr Pradip JawandhiyaDiorector, P R Pote Patil college of Engineering & Management, Amravati1 paper on this topic · 6 citationsDr.B. Omkar Lakshmi JaganAssociate Professor, Dept. of CSE, Vignan's Institute of INformation Technology1 paper on this topic · 6 citationsDr. Ajay SinghDoctorate in Food Science1 paper on this topic · 6 citationsDr. V SurendarKONGU ENGINEERING COLLEGE1 paper on this topic · 6 citationsAAbdul Joseph FofanahGriffith University1 paper on this topic · 5 citationsMuhammad SaleemAssistant Professor in Computer Science1 paper on this topic · 5 citationsUdham SinghAssociate Professor1 paper on this topic · 5 citationsShashi Kant DargarKalasalingam Academy of Research and Education1 paper on this topic · 5 citationsDr. M. PrasadShri Vishnu Engineering College for Women(A), Bhimavaram1 paper on this topic · 4 citationsShilpee SrivastavaDepartment of Mathematics, Chandigarh University, Mohali, India1 paper on this topic · 4 citationsXXiaochun ChengSwansea University1 paper on this topic · 4 citationsDr. Mishi WassonDelhi University1 paper on this topic · 4 citationsDr. Debarati Dey RoyB. P. Poddar Institute of Management and Technology Kolkata India, Applied Artificial…1 paper on this topic · 2 citationsAssistant Professor Computational Intelligence Dr. Raguvaran SSRM Institute of Science and Technology1 paper on this topic · 2 citationsDr. K. DineshKONGU ENGINEERING COLLEGE1 paper on this topic · 2 citationsDr. Karthikeyan MSRM Institute of Science and Technology1 paper on this topic · 1 citationsPPUSHPARAJ PALPh.D., Research Scholar, AICTE QIP (POLY) Sponsored Scheme (2019-2023) Electronics & Communication…1 paper on this topic · 0 citationsMDr. Muhammad Aminur RahamanGreen University of Bangladesh1 paper on this topic · 0 citationsAatmaj Amol SalunkeNortheastern University, Boston1 paper on this topic · 0 citationsDr. Mohammad Aman UllahAssociate Professor, Department of CSE, International Islamic University Chittagong1 paper on this topic · 0 citationsDr. Deepak DudejaMaharishi Markandeshwar (Deemed to be University), Mullana, Ambala1 paper on this topic · 0 citationsDr. Lokesh SSRM Institute of Science and Technology1 paper on this topic · 0 citationsDr. Saroj Kumar PandeyGLA University1 paper on this topic · 0 citationsSanjay AgrawalVeer Surendra Sai University of Technology Burla India1 paper on this topic · 0 citationsDr.S.PandikumarAssociate Professor1 paper on this topic · 0 citationsUrvashi ShuklaAssociate Professor1 paper on this topic · 0 citationsFarah JemiliUniversity of Sousse Tunisia1 paper on this topic · 0 citationsDr. Mehtab AlamAssistant Professor1 paper on this topic · 0 citationsDr. Dillip Narayan SahuAssistant Professor, Department of MCA, Gangadhar Meher University, Odisha1 paper on this topic · 0 citationsDr Antony PradeeshAssociate Dean of Innovation1 paper on this topic · 0 citations

03Papers

Research papers on Heart Disease

1. Classification of heart disease using k-nearest neighbor and genetic algorithm2013515 citationsProcedia technologyDr M.A.JABBAR
2. Iot-cloud-based smart healthcare monitoring system for heart disease prediction via deep learning2022297 citationsElectronicsP M Durai Raj Vincent
3. Heart disease prediction using lazy associative classification2013190 citationsDr M.A.JABBAR
4. Classification of heart disease using artificial neural network and feature subset selection2013153 citationsDr M.A.JABBAR
5. Heart disease prediction system based on hidden naïve bayes classifier2016126 citationsIEEEDr M.A.JABBAR
6. Prediction of heart disease using ensemble learning and Particle Swarm Optimization2017113 citationsDr M.A.JABBAR
7. Prediction of heart disease using random forest and feature subset selection201592 citationsDr M.A.JABBAR
8. Prediction of risk score for heart disease using associative classification and hybrid feature subset selection201280 citationsDr M.A.JABBAR
9. Intelligent heart disease prediction system using random forest and evolutionary approach201677 citationsDr M.A.JABBAR
10. Prediction of heart disease using k-nearest neighbor and particle swarm optimization201771 citationsDr M.A.JABBAR
11. Comparative analysis of data mining techniques to predict heart disease for diabetic patients202069 citationsAbhishek Kumar
12. Categorical Data: Need, Encoding, Selection of Encoding Method and Its Emergence in Machine Learning Models—A Practical Review Study on Heart Disease Prediction Dataset Using …202364 citationsDr. Mallikharjuna Rao K
13. Heart disease classification using nearest neighbor classifier with feature subset selection201364 citationsDr M.A.JABBAR
14. Alternating decision trees for early diagnosis of heart disease201462 citationsDr M.A.JABBAR
15. Computational intelligence technique for early diagnosis of heart disease201556 citationsDr M.A.JABBAR
16. Pulse oximeter accuracy and precision at five different sensor locations in infants and children with cyanotic heart disease201050 citationsIndian Journal of AnaesthesiaDr Amit Agrawal
17. A hybrid deep neural net learning model for predicting coronary heart disease using randomized search cross-validation optimization202350 citationsDecision Analytics JournalDr. Lokesh
18. A clinical data analysis based diagnostic systems for heart disease prediction using ensemble method202345 citationsBig Data Mining and AnalyticsAnkit Kumar
19. An evolutionary algorithm for heart disease prediction201238 citationsDr M.A.JABBAR
20. Knowledge discovery using associative classification for heart disease prediction201333 citationsDr M.A.JABBAR
21. Knowledge discovery from mining association rules for heart disease prediction201231 citationsJournal of Theoretical and Applied Information TechnologyDr M.A.JABBAR
22. Two-phase heart disease diagnosis system using deep learning201928 citationsInternational Journal of Control and AutomationShamik Tiwari
23. Heart disease prediction system using ensemble of machine learning algorithms202124 citationsP M Durai Raj Vincent
24. An effective heart disease prediction framework based on ensemble techniques in machine learning202322 citationsInternational Journal of Advanced Computer Science and ApplicationsV K Bairagi
25. Graph based approach for heart disease prediction201222 citationsDr M.A.JABBAR
26. LabVIEW based design of heart disease detection system201420 citationsRRK Sharma
27. Pulse oximetry as a screening test for congenital heart disease in newborns202216 citationsJournal of Mother and ChildDr Amit Agrawal
28. Computational intelligence approaches for heart disease detection202216 citationsRoseline Oluwaseun Ogundokun
29. Heart Disease Prediction System Using ANN, RBF and CBR201715 citationsInternational Journal of Pure and Applied MathematicsDr. A. Suresh
30. A systemic review of ginseng and its activity on coronary heart disease202413 citationsPharmacological Research - Modern Chinese MedicineNalini Kanta Sahoo
31. Hybrid optimization based feature selection with densenet model for heart disease prediction202313 citationsDr. V. Gokula Krishnan
32. Hypersoft sets with weight-based SVM for medical uncertainty modeling: A case study in heart disease diagnosis202513 citationsJournal of Fuzzy Extension and ApplicationsRAJKUMAR YESURAJ
33. Medical data analysis for IoT-based datasets in the cloud using Naïve Bayes classifier for prediction of heart disease202213 citationsNew frontiers in cloud computing and Internet of ThingsRoseline Oluwaseun Ogundokun
34. Heart Disease Prediction using Clustered Particle Swarm Optimization Techniques202212 citationsDr. Mallikharjuna Rao K
35. Assessment of machine learning classifiers for heart diseases discovery202111 citationsRoseline Oluwaseun Ogundokun
36. EDL‐NSGA‐II: Ensemble deep learning framework with NSGA‐II feature selection for heart disease prediction202310 citationsExpert SystemsAditya Gupta
37. A novel heart disease monitoring and prediction using machine learning algorithm20239 citationsDr Senbagavalli M
38. Enhancing heart disease risk prediction accuracy through ensemble classification techniques20237 citationsInternational Journal of Intelligent Systems and Applications in EngineeringDr Rupali Mahajan
39. Use of Ensemblers Learning for Prediction of Heart Disease20217 citationsDILIP MOTWANI
40. Telemedicine For Heart Disease Patients Based On Iot And Fog Computing Using Deep Belief Network20196 citationsDr Pradip Jawandhiya
41. Heart disease diagnosis process using Mri segmentation and lasso net classification ML20196 citationsJournal of Critical ReviewsDr.B. Omkar Lakshmi Jagan
42. Role of Immunoturbidimetric plasma fibrin D-dimer test in patients with coronary artery disease as well as ischemic heart disease in emergency medicine20116 citationsDr. Ajay Singh
43. Improved smart healthcare system of cloud-based IoT framework for the prediction of heart disease20236 citationsInformation Technology and ControlDr. V Surendar
44. Privacy-preserving diabetes and heart disease prediction via federated learning and WCO20256 citationsInternational Journal of Computational Intelligence SystemsDr. Lokesh
45. A generic heart diseases prediction and application of genetic algorithms in healthcare systems: Genetic algorithm and machine learning algorithm approaches20225 citationsInternational Journal of Health SciencesAbdul Joseph Fofanah
46. Intelligent Heart Disease Prediction Using CatBoost Empowered with XAI20235 citationsInternational Journal of Computational and Innovative SciencesMuhammad Saleem
47. A clinical data analysis based diagnostic systems for heart disease prediction using ensemble method. Big Data Min Anal 6 (4): 513–525. ISSN 2096–0654 10/1020225 citationsUdham Singh
48. Predictive Analysis of Heart Disease using Stochastic Gradient Boosting along with Recursive Feature Elimination20175 citationsInternational Journal of Science and ResearchDr.Vijayalkahsmi kakulapati
49. PCA-based feature extraction for classification of heart disease20215 citationsRoseline Oluwaseun Ogundokun
50. An Effective Investigation on Implementation of Different Learning Techniques Used for Heart Disease Prediction20245 citationsShashi Kant Dargar
51. HRAESN-IoT: A Hybrid Residual Attention and Echo State Network Approach for IoT-Enabled Heart Disease Prediction20255 citationsDr.Nijaguna G S
52. A comprehensive analysis on risk prediction of heart disease using machine learning models20234 citationsInternational Journal on Recent and Innovation Trends in Computing and Dr. M. Prasad
53. Advancements in heart disease classification: Leveraging deep learning techniques for ECG analysis20244 citationsMANIMARAN V
54. Heart disease predication using various machine learning algorithms20244 citationsShilpee Srivastava
55. Diabetes and heart disease identification using biomedical iris data20234 citationsXiaochun Cheng
56. Lectin complement pathway components as risk factors for rheumatic heart disease in Assam, India20224 citationsHuman GeneDr. Mishi Wasson
57. Prediction and Diagnosis of Heart Diseases Using Data Mining and Artificial Intelligence-Based Algorithms20233 citationsDr.Vijayalkahsmi kakulapati
58. Defining the best-fit machine learning classifier prediction model for diagnosis of heart disease20212 citationsDr. Debarati Dey Roy
59. To determine the pattern and severity of cardiac valves involvement in children with rheumatic heart disease20162 citationsThe Indian journal of child healthDr Amit Agrawal
60. Heart Disease Prediction Using Hybrid Machine Learning Algorithms, Vol. 13 No. 01 (2020): Vol 13 No 1 (2020)2 citationsAssistant Professor Computational Intelligence Dr. Raguvaran S
61. Heart diseases prediction with sound wave using support vector machine20242 citationsDr. K. Dinesh
62. Optimizing Heart Disease Prediction Accuracy using Machine Learning Models20241 citationsInternational Journal of All Research Education and Scientific Methods Prof. (Dr.) Akhilesh A. Waoo
63. Enhancing Heart Disease Prediction Accuracy: A Comparative Study of Machine Learning Models with Ensemble Method20241 citationsProf. (Dr.) Akhilesh A. Waoo
64. PREDICTING HEART DISEASE USING MACHINE LEARNING CLASSIFICATION TECHNIQUE20241 citationsJournal of the Maharaja Sayajirao University of BarodaProf. (Dr.) Akhilesh A. Waoo
65. Enhanced Machine Learning Model for Heart Disease Prediction20251 citationsDr. Karthikeyan M
66. Review of Cardiovascular Heart Disease using Data Mining Techniques and Neural Network20210 citationsInternational Journal of Research in Informative Science Application PUSHPARAJ PAL
67. Web-based Explainable Machine Learning Model for Early-Stage Heart Disease Detection0 citationsDr. Muhammad Aminur Rahaman
68. Comprehensive Machine Learning Framework for Heart Disease, Hypertension, and Diabetes Assessment20240 citationsDr Rupali Mahajan
69. An Explainable Self-Supervised Learning Framework for Interpretable and Accurate Heart Disease Prediction Using EDA–SimCLR–SHAP Pipeline20250 citationsMd.Faishal Ahmed Rudro
70. Heart Disease Risk Prediction Using Machine Learning and Explainable Ai: A Data-Driven Approach for Early Diagnosis and Prevention0 citationsMd.Faishal Ahmed Rudro
71. A Novel Heart Disease Monitoring and Prediction Using Machine Learning20240 citationsDr Senbagavalli M
72. Datamining Techniques on predicting Heart Disease(An Extensive Survey)20190 citationsDr Senbagavalli M
73. ‘Opinion mining of Health Data for heart disease using machine learning Approach’20160 citationsDr Senbagavalli M
74. Comparative Analysis of Heart Disease Prediction Models: Unveiling the Most Accurate and Reliable Machine Learning Algorithm20230 citationsAatmaj Amol Salunke
75. Machine Learning Based Diagnosis System for Easy and Fast Heart Disease Prediction20210 citationsDr. Mohammad Aman Ullah
76. Predictive Modeling of Heart Disease Risk: A Machine Learning Approach20250 citationsDr. Deepak Dudeja
77. Clinical profile of ischemic heart disease in Women20100 citationsPQDT-GlobalDr. Lokesh S
78. Effective Prediction of Coronary Heart Disease Using Machine Learning Techniques20230 citationsMANIMARAN V
79. An Empirical Review of Machine Learning Algorithms for Heart Disease Diagnosis20240 citationsDr. Saroj Kumar Pandey
80. Heart Disease Classification Utilizing Modified Probabilistic K-Nearest Neighbor with Active Learning20250 citationsSanjay Agrawal
81. Naive Bayes and SVM-based Classification of Myocardial Tissue with Echocardiography Images for Heart Disease Diagnosis20230 citationsDr.S.Pandikumar
82. Healthcare Diagnosis Support System for Detection of Heart Disease in a Patient using Machine Leaming Methods20210 citationsRoseline Oluwaseun Ogundokun
83. AG-PSO: prediction of heart diseases for an unbalanced dataset using feature extraction20240 citationsUrvashi Shukla
84. Retraction Notice: Use of Ensemblers Learning for Prediction of Heart Disease20200 citationsDILIP MOTWANI
85. Heart Disease Prediction Using Ensemblers Learning20200 citationsDILIP MOTWANI
86. Scalable and Explainable Heart Disease Prediction on Imbalanced Data20250 citationsFarah Jemili
87. IoT Enabled Heart Disease Accuracy Prediction of Healthcare Dataset Using Deep Belief20240 citationsRahama salman
88. IoT Enabled Heart Disease Accuracy Prediction of Healthcare Dataset Using Deep Belief Network20230 citationsRahama salman
89. Enhancing Disease Diagnosis in Healthcare Using LSTM Networks with Optimized Feature Selection: A Comparative Research on Heart Disease, Breast Cancer, and Liver Disease Datasets20260 citationsITEGAM-JETIADr. Mehtab Alam
90. Heart disease detection and classification using grid search with random forest20260 citationsIAES International Journal of Artificial IntelligenceDr.Nijaguna G S
91. Predictive Analysis of Coronary Heart Disease (CHD) based on Machine Learning Classification Algorithm20210 citationsIJARCCEDr. Dillip Narayan Sahu
92. IoT-Enabled Automated Machine Learning System for Early Detection of Heart Diseases0 citationsDr Antony Pradeesh

04Journals

Journals that publish Heart Disease research

Where our researchers published their papers on this topic, with each journal’s indexing.

*Impact factor and quartile calculated from OpenAlex open data where available; official Journal Impact Factors are published by Clarivate. Indexing from the SCIE, SSCI, AHCI, ESCI, Scopus and JCR 2024 lists. Find the right journal for your own paper →

05Top 2% scientists

World’s Top 2% scientists in Cardiovascular System & Hematology

The Stanford/Elsevier World’s Top 2% Scientists list ranks researchers by a composite citation indicator. Cardiovascular System & Hematology is the research subfield closest to Heart Disease in that list; 5,100 researchers from 60 countries are listed in it.

Source: Elsevier Data Repository, Ioannidis et al., 2026 edition, citations to the end of 2025 (career-long ranking). ScholarsColab is not affiliated with Stanford University or Elsevier, and the researchers listed are not ScholarsColab mentors unless marked so above.

06Related topics

Topics related to Heart Disease

Topics that share the most papers with Heart Disease in our researchers’ work:

• Machine Learning (ML)1,348 papers · 424 researchers
• Machine Learning Algorithms117 papers · 80 researchers
• Random Forest63 papers · 42 researchers
• Healthcare445 papers · 205 researchers
• Particle Swarm Optimization (PSO)158 papers · 82 researchers
• Data Mining107 papers · 69 researchers
• Internet of Things (IoT)1,334 papers · 356 researchers
• Diabetes193 papers · 81 researchers
• Deep Learning (DL)968 papers · 331 researchers
• Neural Network819 papers · 267 researchers

07Questions

Frequently asked questions