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Full-length Peer-Reviewed Papers/Chapters
https://scholar.google.com/citations?user=SQ7fuusAAAAJ
https://sciprofiles.com/profile/tomamil
| 2025 |
→ D. Nasef, D. Nasef, M. Sher, M. Toma, "A Standardized Validation Framework for Clinically Actionable Healthcare Machine Learning with Knee Osteoarthritis Grading as a Case Study", Algorithms, 2025, Volume: 18, Article 343, doi: 10.3390/a18060343
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→ D. Remyes, D. Nasef, S. Remyes, J. Tawfellos, M. Sher, D. Nasef, M. Toma, "Clinical Applicability and Cross-Dataset Validation of Machine Learning Models for Binary Glaucoma Detection", Information, 2025, Volume: 16, Issue: 6, Article 432, doi: 10.3390/info16060432
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→ M. Sher, R. Sharma, D. Remyes, D. Nasef, D. Nasef, M. Toma, "Stratified Multisource Optical Coherence Tomography Integration and Cross-Pathology Validation Framework for Automated Retinal Diagnostics", Applied Sciences, 2025, Volume: 15, Issue: 9, Article 4985, doi: 10.3390/app15094985
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→ R. Jose, N. Lewis, Z. Satti, R. Steinberg, A. Toufexis, D. Nasef, M. Toma, "Machine-learning-based diagnosis and progression analysis of knee osteoarthritis", Discover Data, 2025, Volume: 3, Article 6, doi: 10.1007/s44248-025-00026-6
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→ J. Mayer, D. Nasef, M. Bekbolatova, H. Zwibel, M. Toma, "Influence of Chinstrap Stiffness on Cerebrospinal Fluid Dynamics and Brain Stress in Helmet Impacts", Applied Sciences, 2025, Volume: 15, Issue: 10, Article 5459, doi: 10.3390/app15105459
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→ G. Husain, A. Siddiqua, M. Toma, "Evaluating the Performance of DenseNet in ECG Report Automation", Electronics, 2025, Volume: 14, Issue: 9, Article 1837, doi: 10.3390/electronics14091837
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→ K.J. Basco, A. Singh, D. Nasef, C. Hartnett, M. Ruane, J. Tagliarino, M. Nizich, M. Toma, "Electrocardiogram Abnormality Detection Using Machine Learning on Summary Data and Biometric Features", Diagnostics, 2025, Volume: 15, Issue: 7, Article 903, doi: 10.3390/diagnostics15070903
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→ D. Nasef, D. Nasef, K.J. Basco, A. Singh, C. Hartnett, M. Ruane, J. Tagliarino, M. Nizich, M. Toma, "Clinical Applicability of Machine Learning Models for Binary and Multi-Class Electrocardiogram Classification", AI, 2025, Volume: 6, Issue: 3, Article 59, doi: 10.3390/ai6030059
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→ D. Nasef, V. Sawiris, D. Nasef, M. Toma, "Machine learning-based recognition of epileptic and non-epileptic EEG signals", Advanced Neurology, 2025, Volume: 4, Issue: 2, pp 112–122, doi: 10.36922/an.7941
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→ L. Chong, G. Husain, D. Nasef, P. Vathappallil, M. Matalia, M. Toma, "Machine Learning Strategies for Improved Cardiovascular Disease Detection", Medical Research Archives, 2025, Volume: 13, Issue: 1, pp 1-13, doi: 10.18103/mra.v13i1.6245
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→ L. Chong, G. Husain, D. Nasef, P. Vathappallil, M. Matalia, M. Toma, "Machine Learning Strategies for Improved Cardiovascular Disease Detection", Medical Research Archives, 2025, Volume: 13, Issue: 1, pp 1-13, doi: 10.18103/mra.v13i1.6245
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→ G. Husain, D. Nasef, R. Jose, J. Mayer, M. Bekbolatova, T. Devine, M. Toma, "SMOTE vs. SMOTEENN: A Study on the Performance of Resampling Algorithms for Addressing Class Imbalance in Regression Models", Algorithms, 2025, Volume: 18, Issue: 1, pp 37, doi: 10.3390/a18010037
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→ D. Nasef, D. Nasef, V. Sawiris, P. Girgis, M. Toma, "Machine-Learning-Based Biomechanical Feature Analysis for Orthopedic Patient Classification with Disk Hernia and Spondylolisthesis", BioMedInformatics, 2025, Volume: 5, Issue: 1, pp 3, doi: 10.3390/biomedinformatics5010003
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→ D. Nasef, D. Nasef, V. Sawiris, P. Girgis, M. Toma, "Deep Learning for Automated Kellgren-Lawrence Grading in Knee Osteoarthritis Severity Assessment", Surgeries, 2025, Volume: 6, Issue: 1, pp 3, doi: 10.3390/surgeries6010003
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→ M. Toma, J. Mayer, M. Bekbolatova, T. Devine, P. Ryo, "Impact of Convulsive Maternal Seizures on Fetus Dynamics", International Journal for Numerical Methods in Biomedical Engineering, 2025, Volume: 41, Issue: 1, pp e3901, doi: 10.1002/cnm.3901
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2024 |
→ G. Husain, J. Mayer, M. Bekbolatova, P. Vathappallil, M. Matalia, M. Toma, "Machine Learning for Medical Image Classification", Academia Medicine, 2024, Volume: 1, Issue: 4, doi: 10.20935/AcadMed7444
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→ P. Joseph, H. Ali, D. Matthew, A. Thomas, R. Jose, J. Mayer, M. Bekbolatova, T. Devine, M. Toma, "Regressive Machine Learning for Real-Time Monitoring of Bed-Based Patients", Applied Sciences, 2024, Volume: 14, Issue: 21, pp 9978, doi: 10.3390/app14219978
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→ M. Toma, R. Jose, F. Syed, T. Devine, "A Safety-Centric Study on the Use of Inflatable Abdominal Binders for Managing Orthostatic Hypotension", Clinics and Practice, 2024, Volume: 14, Issue: 5, pp 1737-1743, doi: 10.3390/clinpract14050138
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→ A. D. Ashkezari, M. Bekbolatova, J. Mayer, T. Devine, K. Nio, R. Chan-Akeley, M. Toma, "Post-Trauma Fetal Care using Computational Analysis in Prenatal Surgical Guidance", Surgeries, 2024, Volume: 5, Issue: 3, pp 682-693, doi: 10.3390/surgeries5030054
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→ A. Abraham, R. Jose, N. Farooqui, J. Mayer, J. Ahmad, Z. Satti, T. Jacob, F. Syed, M. Toma, "The Role of ArtificiaI Intelligence in Brain Tumor Diagnosis: An Evaluation of a Machine Learning Model", Cureus Journal of Medical Science, 2024, Volume: 16, Issue: 6, pp e61483, doi: 10.7759/cureus.61483
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→ J. Mayer, R. Jose, M. Bekbolatova, C. Coletti, T. Devine, M. Toma, "Enhancing Patient Safety through Integrated Sensor Technology and Machine Learning for Bed-Based Patient Movement Detection in Inpatient Care", Artificial Intelligence in Health, 2024, Volume: 1, Issue: 2, pp 132–143, doi: 10.36922/aih.2790
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→ A. Thomas, R. Jose, F. Syed, C.W. Ong, M. Toma, "Machine Learning-Driven Predictions and Interventions for Cardiovascular Occlusions", Technology and Health Care, 2024, Volume: 32, Issue: 5, pp 3535-3556, doi: 10.3233/THC-240582
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→ M. Bekbolatova, J. Mayer, R. Jose, F. Syed, G. Kurgansky, P. Singh, R. Pao, H. Zaw, T. Devine, R. Chan-Akeley, M. Toma, "Biomechanical Effects of Seizures on Cerebral Dynamics and Brain Stress", Brain Sciences, 2024, Volume: 14, Issue: 4, pp 323, doi: 10.3390/brainsci14040323
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→ R. Jose, A. Thomas, J. Guo, R. Steinberg, M. Toma, "Evaluating Machine Learning Models for Prediction of Coronary Artery Disease", Global Translational Medicine, 2024, Volume: 3, Issue: 1, pp 2669, doi: 10.36922/gtm.2669
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→ M. Toma and G. Husain, "Algorithm Selection and Data Utilization in Machine Learning for Medical Imaging Classification," 2024 IEEE Long Island Systems, Applications and Technology Conference (LISAT), Holtsville, NY, USA, 2024, pp. 1-6, doi: 10.1109/LISAT63094.2024.10807895.
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→ F. Syed, S. Khan, M. Toma, "Jugular Vein Compression Collars for Mitigating Traumatic Brain Injuries in High-Impact Activities: A Narrative Review", Journal of Dawning Research, 2024, Volume: 6, pp 1, [ Online]
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→ R. Jose, F. Syed, A. Thomas, M. Toma, "Cardiovascular Health Management in Diabetic Patients with Machine-Learning-Driven Predictions and Interventions", Applied Sciences, 2024, Volume: 14, Issue: 5, pp 2132, doi: 10.3390/app14052132
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→ M. Bekbolatova, J. Mayer, C.W. Ong, M. Toma, "Transformative Potential of AI in Healthcare: Definitions, Applications, and Navigating the Ethical Landscape and Public Perspectives", Healthcare, 2024, Volume: 12, Issue: 2, pp 125, doi: 10.3390/healthcare12020125
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→ M. Toma, F. Syed, L. McCoy, M. Nizich, W. Blazey, "Engineering in Medicine: Bridging the Cognitive and Emotional Distance between Medical and Non-Medical Students", International Journal of Education in Mathematics, Science, and Technology (IJEMST), 2024, Volume: 12, Issue: 1, pp 99-113, doi: 10.46328/ijemst.3089
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2023 |
→ J. Mayer, R. Jose, G.D. Kurgansky, P. Singh, C. Coletti, T. Devine, M. Toma, "Evaluating the Feasibility of Euler Angles for Bed-Based Patient Movement Monitoring", Signals, 2023, Volume: 4, Issue: 4, pp 788-799, doi: 10.3390/signals4040043
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→ E. Frankini, E.J. Basile, F. Syed, O.C. Wei, M. Toma, "Understanding Traumatic Brain Injuries in Military Personnel: Investigating the Dynamic Interplay of Cerebrospinal Fluid and Brain during Blasts", Cureus Journal of Medical Science, 2023, Volume: 15, Issue: 10, pp e46962, doi: 10.7759/cureus.46962
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→ A. Abraham, R. Jose, J. Ahmad, J. Joshi, T. Jacob, A. Khalid, H. Ali, P. Patel, J. Singh, M. Toma, "Comparative Analysis of Machine Learning Models for Image Detection of Colonic Polyps vs. Resected Polyps", Imaging, 2023, Volume: 9, Issue: 10, pp 215, doi: 10.3390/jimaging9100215
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→ O.C. Wei, I.J.Y. Wee, M. Toma, F. Cui, X.Y. Xu, A.M.
Richards, H.L. Leo, A.M.T.L. Choong, "Haemodynamic changes in Visceral Hybrid Repairs of Type III and Type V Thoracoabdominal Aortic Aneurysms", Scientific Reports, 2023, Volume: 13, pp 13760, doi: 10.1038/s41598-023-40323-1
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→ J. Arias, G. Kurgansky, O.C. Wei, R. Chan-Akeley, M. Toma, "Fluid-Structure Interaction Analysis of Amniotic Fluid with Fetus and Placenta Inside Uterus Exposed to Military Blasts", Injury, 2023, Volume: 54, Issue: 8, pp 110843, doi: 10.1016/j.injury.2023.110843
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→ F. Syed, S. Khan, M. Toma, "Modeling Dynamics of the Cardiovascular System Using Fluid-Structure Interaction Methods", Biology, 2023, Volume 12, Issue 7, pp 1226, doi: 10.3390/biology12071026
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→ S. Khan, F. Syed, M. Toma, "Management of Intracranial Hemorrhage in the Setting of Mechanical Heart Valve Replacement Therapy", Appl. Mech., 2023, Volume 4, Issue 2, pp 644-667, doi: 10.3390/applmech4020033
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→ M. Toma, O.C. Wei, "Predictive Modeling in Medicine", Encyclopedia, 2023, Volume 3, Issue 2, pp 590-601, doi: 10.3390/encyclopedia3020042
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→ F. Syed, E. Frankini, K. Hurdle, J. Garcia, R. Chan-Akeley, M. Toma, "Cushioning Effect of Conventional Padded Helmets on Interaction between Cerebrospinal Fluid and Brain after a Low-Speed Head Impact", Appl. Sci., 2023, Volume 13, Issue 7, pp 4544, doi: 10.3390/app13074544
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→ M. Toma, F. Syed, L. McCoy, "Integrating Multi-Professional Principles and Practices into the Medical Education Curriculum", 13th IEEE Integrated STEM Education Conference, 2023, pp 88-95, doi: 10.1109/ISEC57711.2023.10402190
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→ M. Toma, L. McCoy, T. Pham, "The Positive Impact of Dropping the Lowest Test Score on Academic Performance and Stress Levels in Math-Based Graduate Courses", Qeios, 2023, doi: 10.32388/2PV3VF
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2022 |
→ F. Syed, R. Jose, T. Devine, C. Coletti, M. Toma, "Assessment of Abdominal Constrictor’s Forces for Informing Computational Models of Orthostatic Hypotension", Materials, 2022, Volume 15, Issue 9, pp 3116, doi: 10.3390/ma15093116
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→ M. Toma, S. Singh-Gryzbon, E. Frankini, A. Wei, A. Yoganathan, "Clinical Impact of Computational Heart Valve Models", Materials, 2022, Volume 15, Issue 9, pp 3302, doi: 10.3390/ma15093302
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→ C Varlotta, M. Toma, "Technological & Neurocognitive Assessment Tools in Combat Sports", Association of Ringside Physician's Manual of Combat Sports Medicine, Issue 2, Chapter 6
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→ G. Kurgansky, J. Arias, E. Frankini, S. Echeverri, R. Chan-Akeley, M. Toma, "Fluid-Structure Interaction Analyses of Amniotic Fluid with a Comprehensive Fetus Model Exposed to External Loading", Scipedia, 2022, Volume: Computational Natural Sciences, doi: 10.23967/eccomas.2022.124
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2021 |
→ M. Toma, D. Addepalli, R. Chan-Akeley, "The Intricacies of Computational Medical Research: An Advanced Study Approach", Recent Developments in Medicine and Medical Research, 2021, Volume 4, pp 71-83, doi: 10.9734/bpi/rdmmr/v4/13580D
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→ M. Toma, S. K. Guru, W. Wu, M. Ali, O. C. Wei, "Addressing Discrepancies between Experimental and Computational Procedures", Biology, 2021, Volume 10, Issue 6, pp 536, doi: 10.3390/biology10060536
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→ M. Toma, R. Concu, "Computational Biology: A New Frontier in Applied Biology", Biology, 2021, Volume 10, Issue 5, pp 374, doi: 10.3390/biology10050374
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→ M. Toma, R. Chan-Akeley, J. Arias, G. D. Kurgansky, W. Mao, "Fluid-Structure Interaction Analyses of Biological Systems using Smoothed-Particle Hydrodynamics", Biology, 2021, Volume 10, Issue 3, pp 185, doi: 10.3390/biology10030185
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→ M. Toma, Y. H. Pandya, D. Dongre, M. Nizich, "Assessing Forces Exerted on Horses Using Varying Riding Crops", Journal of Equine Veterinary Science, 2021, Volume 98, pp 103341, doi: 10.1016/j.jevs.2020.103341
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→ M. Toma, Y. Lu, H. Zhou, J. D. Garcia, "Thresholding Segmentation Errors and Uncertainty with Patient-Specific Geometries", Biomedical Physics and Engineering, 2021, Volume 11, Issue 1, pp 115-122, doi: 10.31661/JBPE.V0I0.2001-1062
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→ M. Toma, R. Chan-Akeley, "Biofluid-Biostructure Interaction Analyses Using Comprehensive Patient-Specific Geometries", Advances in Intelligent Systems and Computing, 2021, Volume 1290, doi: 10.1007/978-3-030-63092-8_1
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2020 |
→ M. Toma, D. R. Einstein, K. Kohli, S. L. Caroll, C. H. Bloodworth, R. P. Cochran, K. S. Kunzelman, A. P. Yoganathan, "Effect of Edge-to-Edge Mitral Valve Repair
on Chordal Strain: Fluid-Structure Interaction Simulations", Biology, 2020, Volume 9, Issue 7, doi: 10.3390/biology9070173
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→ M. Toma, D. R. Einstein, C. H. Bloodworth, K. Kohli, R. P. Cochran, K. S. Kunzelman, A. P. Yoganathan, "Fluid-Structure Interaction Analysis of Subject-Specific Mitral Valve Regurgitation Treatment with an Intra-valvular Spacer", Prosthesis, 2020, Volume 2, Issue 2, doi: 10.3390/prosthesis2020007
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→ M. Toma, R. Chan-Akeley, C. Lipari, S.-H. Kuo, "Mechanism of Coup and Contrecoup Injuries Induced by a Knock-Out Punch", Journal of Mathematical and Computational Applications, 2020, Volume 25, Issue 2, doi: 10.3390/mca25020022
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→ M. Toma, A. Dehesa-Baeza, R. Chan-Akeley, P. D. H. Nguyen, H. Zwibel, "Cerebrospinal Fluid Interaction with Cerebral Cortex during Pediatric Abusive Head Trauma", Journal of Pediatric Neurology, 2020, Volume 18, Issue 5, pp 223-230, doi: 10.1055/s-0040-1708495
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→ M. Toma, S.-H. Kuo, "Computational Assessment of Risk of Subdural Hematoma Associated with Ventriculoperitoneal Shunt Placement", Lecture Notes in Computational Vision and Biomechanics, 2020, Volume 36, pp 36-47, doi: 10.1007/978-3-030-43195-2_4
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→ M. Toma, P. D. H. Nguyen, "Coup-contrecoup brain injury: fluid-structure interaction simulations", International Journal of Crashworthiness, 2020, Volume 25, Issue 2, pp 175-182, doi: 10.1080/13588265.2018.1550910
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2019 |
→ S. Singh-Gryzbon, V. Sadri, M. Toma, E. L. Pierce; Z. A. Wei, A. P. Yoganathan, "Development of a Computational Method for Simulating Tricuspid Valve Dynamics", Annals of Biomedical Engineering, 2019, Volume 47, pp 1422-1434, doi: 10.1007/s10439-019-02243-y
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→ C. W. Ong, F. Kabinejadian, F. Xiong, Y. R. Wong, M. Toma, Y. N. Nguyen, K. J. Chua, F.S. Cui, P. Ho, H. L. Leo, "Pulsatile Flow Investigation in Development of Thoracic Aortic Aneurysm: An In-Vitro Validated Fluid Structure Interaction Analysis", Journal of Applied Fluid Mechanics, 2019, Volume 12, Issue 6, pp 1855-1872, doi: 10.29252/jafm.12.06.29769
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→ M. Toma, "Predicting Concussion Symptoms Using Computer Simulations", Advances in Intelligent Systems and Computing, 2019, Volume 880, pp 557-568, doi: 10.1007/978-3-030-02686-8_42
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2018 |
→ M. Toma, P. D. H. Nguyen, "Fluid-structure interaction analysis of cerebrospinal fluid with a comprehensive head model subject to a rapid acceleration and deceleration", Brain Injury, 2018, Volume 32, Issue 12, pp 1576-1584, doi: 10.1080/02699052.2018.1502470
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→ Z. A. Wei, S. J. Sonntag, M. Toma, S. Singh-Gryzbon, W. Sun, "Computational Fluid Dynamics Assessment Associated with Transcatheter Heart Valve Prostheses: A Position Paper of the ISO Working Group", Cardiovascular Engineering and Technology, 2018, Volume 9, Issue 3, pp 289-299, doi: 10.1007/s13239-018-0349-y
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→ Milan Toma, "Computational Fluid Dynamics Simulations Using FDA's Idealized Medical Device Demonstrating the Importance of Model Validation", Biomedical Research and Reviews, 2018, Volume 1, Issue 1, pp 104-107, [ Online]
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2017 |
→ Milan Toma, "The Emerging Use of SPH in Biomedical Applications", Significances of Bioengineering & Biosciences, 2017, Volume 1, Issue 1, SBB.000502, doi: 10.31031/SBB.2017.01.000502, [ Online]
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→ C. H. Bloodworth, E. L. Pierce, T. F. Easley, A. Drach, A. H. Khalighi, M. Toma, M. O. Jensen, M. S. Sacks, A. P. Yoganathan, "Ex Vivo Methods for Informing and Validating Computational Models of the Mitral Valve", Annals of Biomedical Engineering, 2017, Volume 45, Issue 2, pp 496-507, doi: 10.1007/s10439-016-1734-z
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→ M. Toma, C. H. Bloodworth, E. L. Pierce, D. R. Einstein, R. P. Cochran, A. P. Yoganathan, K. S. Kunzelman, "Fluid-Structure Interaction Analysis of Ruptured Mitral Chordae Tendineae", Annals of Biomedical Engineering, 2017, Volume 45, Issue 3, pp 619-631, doi: 10.1007/s10439-016-1727-y, [ Online]
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→ M. Toma, D. R. Einstein, C. H. Bloodworth, R. P. Cochran, A. P. Yoganathan, K. S. Kunzelman, "Fluid-Structure Interaction and Structural Analyses using a Comprehensive Mitral Valve Model with 3D Chordal Structure", International Journal for Numerical Methods in Biomedical Engineering, 2017, Volume 33, Issue 4, doi: 10.1002/cnm.2815
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2016 |
→ M. Toma, M. Oshima and S. Takagi, "Decomposition and parallelization of strongly coupled fluid-structure interaction linear subsystems based on the Q1/P0 discretization", Journal of Computers & Structures, 2016, Volume 173, pp. 84-94, doi: 10.1016/j.compstruc.2016.06.001, [ Online]
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→ M. Toma, C. H. Bloodworth, D. R. Einstein, E. L. Pierce, R. P. Cochran, A. P. Yoganathan, K. S. Kunzelman, "High Resolution Subject-Specific Mitral Valve Imaging and Modeling: Experimental and Computational Methods", Journal of Biomechanics and Modelling in Mechanobiology, 2016, Volume 15, Issue 6, pp 1619-1630, doi: 10.1007/s10237-016-0786-1, [ Online]
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→ M. Toma, M. O. Jensen, D. R. Einstein, A. P. Yoganathan, R. P. Cochran, K. S. Kunzelman, "Fluid-Structure Interaction Analysis of Papillary Muscle Forces Using a Comprehensive Mitral Valve Model with 3D Chordal Structure", Annals of Biomedical Engineering, April 2016, Volume 44, Issue 4, pp 942-953, doi: 10.1007/s10439-015-1385-5, [ Online]
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Older |
→ F. Bisetti, S. M. Sarathy, M. Toma, S. H. Chung, "Stabilization and structure of n-heptane tribrachial flames in axisymmetric laminar jets", Proceedings of the Combustion Institute, June 2014, volume 35, issue 1. doi: 10.1016/j.proci.2014.06.077
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→ M. Toma, A. Krdey, S. Takagi and M. Oshima: Strongly Coupled Fluid-Structure Interaction Cardiovascular Analysis with the Effect of Peripheral Network, SEISAN KENKYU, 2011, volume 64, issue 3, pp. 339-344 [6 pages]. doi: 10.11188/seisankenkyu.63.339, [ Online]
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→ M. Toma, F. E. A. Njilie, M. Ghajari, U. Galvanetto: Assessing motorcycle crash-related head injuries using finite element simulations, International Journal of Simulation Modelling, 2010, volume 9, issue 3, pp. 143-151 [9 pages]. doi: 10.2507/ijsimm09(3)3.164, [ Online]
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→ J. A. Teixeira de Freitas, I. D. Moldovan, M. Toma: Mixed and Hybrid Stress Elements for Biphasic Media, International Journal Computers & Structures, 2010, Volume 88, Issues 23-24, pp. 1286-1299 [14 pages]. doi: 10.1016/j.compstruc.2009.01.015
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→ J. A. Teixeira de Freitas and M. Toma: Hybrid-Trefftz stress elements for incompressible biphasic media, International Journal for Numerical Methods in Engineering, 2009, volume 79, issue 2, pp. 205-238 [34 pages]. doi: 10.1002/nme.2560
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→ J. A. Teixeira de Freitas and M. Toma: Hybrid-Trefftz stress and displacement elements for axisymmetric incompressible biphasic media, International Journal for Computer Methods in Applied Mechanics and Engineering, 2009, volume 198, issues 30-32, pp. 2368-2390 [23 pages]. doi: 10.1016/j.cma.2009.02.023
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→ V. Kompiš, M. Toma, M. Žmindák, M. Handrik: Use of Trefftz functions in non-linear BEM/FEM, International Journal Computers & Structures, 2004, volume 82, issue 27, pp. 2351-2360 [10 pages]. doi: 10.1016/j.compstruc.2004.04.006
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