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  2. Vol 5, No 1 (2021)
  3. Abdul Rasheed

Mathematical Modelling of the Relationship between Two Different Temperament Classifications: During the Covid-19 Pandemic

Mohammed Aref Abdul Rasheed, Murtaza M. Junaid Farooque, Haridas S. Acharya, Mohammed Sharique A. Quadri

Abstract


In medicine, it is well known that healthy individuals have different physical and mental characteristics. Ancient Indian medicine, Ayurveda and the Persian-Arabic traditional Unani medicine has two distinct approaches for the classification of human subjects according to their temperaments. The individual temperament is an important foundation for personalized medicine, which can help in the prevention and treatment of many diseases including COVID-19. This paper attempts to explore the relationship of the utmost important concepts of these systems called individual temperament named as Prakruti in Ayurveda and Mizaj in Unani practice using mathematical modelling. The results of mathematical modelling can be adopted expediently for the development of algorithms that can be applied in medical informatics. For this, a significant literature review has been carried out. Based on the previous researchers' reviews the essential parameters have been identified for making the relationship and hypothesis were framed. The mathematical modelling was adopted to propose the existence of the relationship between the parameters of such an ancient and rich medicine systems. The hypotheses are validated through the mathematic driven model.

 

Doi: 10.28991/esj-2021-01258

Full Text: PDF


Keywords


Temperament; Medical Informatics; Alternative Medicine; Unani Mizaj; Ayurvedic Prakruti; Prakriti; Ayurveda; Unani; Individual Difference.

References


Bell, Clayton, R. Eric Heidel, Jean Sunega, and Jeanne Drisko. "Ancient Wisdom: Can Ayurvedic Prakruti Provide Invaluable Insights into Integrative Medicine?." Ayu. J Health 15, no. 3 (2017): 27-34.

Svoboda, R. E. “Prakriti: Your Ayurvedic Constitution” Lotus Press, (1998): 224.

Gadre, Gayatri. “Classification of Humans into Ayurvedic Prakruti Types Using Computer Vision” (2019):710. doi:10.31979/etd.dmwg-2nee.

Buchiramulu, Rapolu Sunil, and Piyush Tripathi. "Assessment of Prakriti to maintain the health condition and for the prevention of disease by the Ayurvedic Regimen," Scholars Journal of Applied Medical Sciences (SJAMS), pp. 702-705, (2014):702-705.

H. Rotti, R. Raval, A. S., R. Bellampalli, B. S. and e. a. Bharadwaj R, et al. “Determinants of Prakriti, the Human Constitution Types of Indian Traditional Medicine and Its Correlation with Contemporary Science.” Journal of Ayurveda and Integrative Medicine 5, no. 3 (2014): 167-175. doi:10.4103/0975-9476.140478.

Sharoni Narang, Saumya PSK, Omkar Batwal, and Mrunal Khandagale. "Ayurveda based Disease Diagnosis using Machine Learning." Inetnational Research Journal of Engineering and Technology (2018):3704-3707.

Dunlap, Corina, Douglas Hanes, Charles Elder, Carolyn Nygaard, and Heather Zwickey. “Reliability of Self-Reported Constitutional Questionnaires in Ayurveda Diagnosis.” Journal of Ayurveda and Integrative Medicine 8, no. 4 (October 2017): 257–262. doi:10.1016/j.jaim.2017.04.011.

Kshirsagar, Manisha, and Ana Cristina Magno., Ayurveda: a quick reference handbook, Twin Lake, USA: Lotus Press, (2011).

Usha, L., and L. Vasant. "Ayurvedic cooking for self-healing." Motilal Banarsidass Publisher, Delhi, India (2005).

Prasher, Bhavana, Sapna Negi, Shilpi Aggarwal, Amit K Mandal, Tav P Sethi, Shailaja R Deshmukh, Sudha G Purohit, et al. “Whole Genome Expression and Biochemical Correlates of Extreme Constitutional Types Defined in Ayurveda.” Journal of Translational Medicine 6, no. 1 (2008): 48. doi:10.1186/1479-5876-6-48.

Jyothy, Kothanath Bhaskaran, and Pansi Siddhali. "Clinical Assessment of Prakriti–A Pilot Study," Journal of Research in Traditional Medicine, vol. 3, no. 6 (2017): 167-171.

Bhalerao, Supriya, and Kishor Patwardhan. “Prakriti-Based Research: Good Reporting Practices.” Journal of Ayurveda and Integrative Medicine 7, no. 1 (March 2016): 69–72. doi:10.1016/j.jaim.2015.08.002.

Fenglin, Liu. “Female Objects and Feminist Consciousness for the Purpose to Awake Readers’ Awareness: A Comparative Analysis between Angela Carter’s The Bloody Chamber and Anne Sexton’s Transformations.” Emerging Science Journal 4, no. 1 (February 1, 2020): 25–36. doi:10.28991/esj-2020-01207.

The Editors of Encyclopaedia Britannica, Unani medicine, "Mizaj" Arabian medicine, Islamic medicine, Unani Tibb. Available online: https://britannica.com/science/Unani-medicine#ref1167451. (accessed on October 2020)

Rafatullah, S., and S. Alqasoumi. “Unani Medicine: An Integral Part of Health Care System in Indian Subcontinent.” European Journal of Integrative Medicine 1 (November 2008): 39–40. doi:10.1016/j.eujim.2008.08.076.

Ahmer, S. M., Ferasat Ali, Abu Waris Jamil, Hafiz Iqtidar Ahmad, and S. Javed Ali. "Mizaj: Theory of Greko-Arabic Medicine for Health and." Asian Journal of Complementary and Alternative Medicine 1 (2015):1-9.

Hakim Sayed, I. A., Introduction to Al-umur Al-Tabiyah, Paharganj: Saini Printers, (1980).

Naaz, Farah, Adnan Mastan, Mohd Abid, and Noman Khan. "Clinical Evaluation of Mizaj (Temperament) of the subjects of pelvic inflammatory disease." vol. 5, no. 8, (2016): 713-28.

Akhtari, Marjan, Reihaneh Moeini, Morteza Mojahedi, and Narjes Gorji. “Assessment the Studies on the Concept of Mizaj (temperament) in Persian Medicine.” Journal of Complementary and Integrative Medicine 17, no. 3 (September 23, 2020). doi:10.1515/jcim-2018-0122.

Mojahedi, Morteza, Mohsen Naseri, Reza Majdzadeh, Mansoor Keshavarz, Mohammad Ebadini, Esmaeil Nazem, and Mohsen Saberi Isfeedvajani. “Reliability and Validity Assessment of Mizaj Questionnaire: A Novel Self-Report Scale in Iranian Traditional Medicine.” Iranian Red Crescent Medical Journal 16, no. 3 (March 5, 2014). doi:10.5812/ircmj.15924.

Mozaffarpur, Seyyed Ali, Morteza Mojahedi, Roshnak Saghebi, Abbas Alipour, and Hoda Shirafkan. “The Relationship between Mizaj and Its Indices in Persian Medicine.” Advances in Integrative Medicine 6 (May 2019): S81. doi:10.1016/j.aimed.2019.03.233.

Roshandel, Hamid Reza Sheikh, Fateme Ghadimi, and Romina Sheikh Roshandel. "Developing and standardization of a structured questionnaire to determine the temperament (Mizaj) of individuals." Greek, (2016).

Bhushan, Patwardhan, Joshi Kalpana, and Chopra Arvind. “Classification of Human Population Based on HLA Gene Polymorphism and the Concept of Prakriti in Ayurveda.” The Journal of Alternative and Complementary Medicine 11, no. 2 (April 2005): 349–353. doi:10.1089/acm.2005.11.349.

Rotti, Harish, Kanive Parashiva Guruprasad, Jayakrishna Nayak, Shama Prasada Kabekkodu, Harpreet Kukreja, Sandeep Mallya, Jyothi Nayak et al., “Immunophenotyping of Normal Individuals Classified on the Basis of Human Dosha Prakriti.” Journal of Ayurveda and Integrative Medicine 5, no. 1 (2014): 43-49. doi:10.4103/0975-9476.128857.

Venkataraghavan, S., T. P. Sunderesan, V. Rajagopalan, and Kanchana Srinivasn. "Constitutional study of cancer patients–its prognostic and therapeutic scope." Ancient science of life 7, no. 2 (1987): 110-115.

Joob, Beuy, and Viroj Wiwanitkit. "Aerobic isotonic exercise and Prameha (diabetes mellitus) as per Prakriti." An International Quaterly Journal Research in Ayurveda 33, no. 2 (2012):317. doi: 10.4103/0974-8520.105262.

Nair, Pratibha P., Parvathy G. Nair, and K.M. Pratap Shankar. “An Ayurvedic Personalized Prophylactic Protocol in COVID-19.” Journal of Ayurveda and Integrative Medicine (September 2020). doi:10.1016/j.jaim.2020.08.004.

Kukade, Snehal V., Prashant S. Bhokardankar, Namrata Chauragade, and Bhushan Mhaiskar. "An Ayurvedic Approach of Covid-19." Journal of Critical Reviews 7, no. 10 (2020): 579-581.

Neman, Kiran Anant, and Sarika Chopde. "Review of Entities in Covid-19 and its Relevance with Rachana Sharir," World Journal of Pharmaceutical REsearch, (2020):713-719.

Setooni, Mahnaz, Mohsen Razeghi, Amir Mohammad Jaladat, and Ali Soleimani. "The comparison of genetic factors influences on physical activity and health between classical medicine and Iranian traditional medicine." Iranian journal of medical sciences 41, no. 3 Suppl (2016): S61.

Khan, Mohammad Saad Ahmad, T. Latafat, and M. M. H. Siddiqui. "Nutrition and Immunity in the Light of Unani Medicine." Journal of Integrated Community Health 9, no. 1 (2020): 35-38.

Carden, Craig P., and Ian R. Judson. "Humors of tumors: potential for interaction between cancer type and treating oncologist's personality?." Journal of Clinical Oncology 26, no. 9 (2008): 1566-1567. doi:10.1200/jco.2007.15.6711.

Siavash, Mansour, Reza Ilkhani, Zahra Aghanouri, Morteza Mojahedi, Ali Montazeri, and Fatemeh Tabatabaei. “Comparing Mizaj (temperament) in Type 1 Diabetes Mellitus and Healthy Controls: A Case–control Study.” Journal of Research in Medical Sciences 24, no. 1 (2019): 58. doi:10.4103/jrms.jrms_980_18.

Baig, Zarreen, Mohd Monis, and Sadique Ali. "A scientific study on Human Temperament (Mizaj) and Diabetes," International Journal of Research and Analytical Reviews, (2018):401-404.

Nikhat, Sadia, and Mohammad Fazil. “Overview of Covid-19; Its Prevention and Management in the Light of Unani Medicine.” Science of the Total Environment 728 (August 2020): 138859. doi:10.1016/j.scitotenv.2020.138859.

Khan, Asim Ali, Fouzia Bashir, and Jamal Akhtar. “TIRYAQ E ARBA: A Classical Unani Formulation to Boost Immunity.” Journal of Drug Delivery and Therapeutics 10, no. 4-s (August 15, 2020): 259–263. doi:10.22270/jddt.v10i4-s.4312.

Kaur, Ramandeep, Manu Chopra, Nidhi Garg, and Hardeep S Ryait. “Role of Pulse Diagnosis: A Review.” International Conference on Computing, Communication & Automation (May 2015). doi:10.1109/ccaa.2015.7148391.

Navghare, Sonali, and Preeti Bajaj. "Detection of Prakriti of Person using Arterial Pulse Detection System with Linear Vector Quantization Method." International Journal of Computer Science and Information Security 14, no. 10 (2016): 636-641.

Khajuria, Ritika, Tapsy Sharma, Ruchi Gupta, and Vasundhra Parihar. "Diagnostic aid in Ayurveda-Nadi Pariksha." Journal of Ayurveda and Integrated Medical Sciences (ISSN 2456-3110) 4, no. 6 (2020): 75-81.

Bandara, R.I.S., Shageesha Prabagaran, S.A.K.G Perera, M.N Rumana Banu, and K.A.D.C.P Kahandawaarachchi. “Wedaduru -An Intelligent Ayurvedic Disease Screening and Remedy Analysis Solution.” 2019 International Conference on Advancements in Computing (ICAC) (December 2019). doi:10.1109/icac49085.2019.9103410.

Shalini, T. V. "Exploring the Correlation between Body Constitution of an Individual as Per Ayurveda and Gut Microbiome Inhealthy, Multi Ethnic Urban Population In Bangalore, India." Journal of Evolutionary Medicine (2020): 18-18.

Stranieri, Andrew, Kerryn Butler-Henderson, Tony Sahama, Pathirage Kamal Perera, Jonas Lima Da Silva, Danwin Pelonio, Sai Suman Manjunath, and Dharini Raghavachar. “A Visual Grid to Digitally Record an Ayurvedic Prakriti Assessment; a First Step toward Integrated Electronic Health Records.” Journal of Traditional and Complementary Medicine 7, no. 2 (April 2017): 264–268. doi:10.1016/j.jtcme.2016.06.005.

Tiwari, Pradeep, Rintu Kutum, Tavpritesh Sethi, Ankita Shrivastava, Bhushan Girase, Shilpi Aggarwal, Rutuja Patil, et al. “Recapitulation of Ayurveda Constitution Types by Machine Learning of Phenotypic Traits.” Edited by Gyaneshwer Chaubey. PLOS ONE 12, no. 10 (October 5, 2017): e0185380. doi:10.1371/journal.pone.0185380.

Madaan, Vishu, and Anjali Goyal. “Predicting Ayurveda-Based Constituent Balancing in Human Body Using Machine Learning Methods.” IEEE Access 8 (2020): 65060–65070. doi:10.1109/access.2020.2985717.

Junaid Farooque, Murtaza M., Mohammed Aref, Mohammed Imran Khan, and Shareque Mohammed. “Data Mining Application in Classification Scheme of Human Subjects According to Ayurvedic Prakruti – Temperament.” Indian Journal of Science and Technology 9, no. 13 (April 18, 2016). doi:10.17485/ijst/2016/v9i13/84658.

Madaan, Vishu, and Anjali Gayal. “An Adaptive Neuro Fuzzy Inference System for Predicting Ayurvedic Dosha.” 2019 4th International Conference on Information Systems and Computer Networks (ISCON) (November 2019). doi:10.1109/iscon47742.2019.9036168.

Becerro, Francisco Bautista. “Phraseological Variations in Medical-Pharmaceutical Terminology and Its Applications for English and German into Spanish Translations.” SciMedicine Journal 2, no. 1 (March 1, 2020): 22–29. doi:10.28991/scimedj-2020-0201-4.

Amin, Hetal, and Rohit Sharma. “Biochemical and Anthropometric Profiles of Different Prakriti (Ayurvedic Constitution) Patients of Non-Insulin Dependent Diabetes Mellitus.” Journal of Obesity and Metabolic Research 2, no. 2 (2015): 120. doi:10.4103/2347-9906.156533.

C, Pallavi, Sivakumar G, Krishna Malagi, Anoop Shastry, Shivaprakash G, and Vineetha Nayak. “A Comparative Study of Anthropometric and Body Composition Analysis Variables in Different Human Constitution Types of Indian Traditional Medicine.” National Journal of Physiology, Pharmacy and Pharmacology (2018): 1. doi:10.5455/njppp.2018.8.0309422032018.

Murtaza, Syed Tariq, Farkhunda Jabin, and Mohammad Imran. "A Comparative Study of Somatotypes in Different Mizaj-e-Insani." Hamdard Medicus 55, no. 3 (2012): 5-11.

Mulla, G., Jalis, A. , Qureshi, F., Ghawte, S., Joshi, K. and Sha, T. "The Mizaj (Temperament) Patterns Versus Somatotypes concordance or Coincidence," Hippocratic Journal of Unani Medicine, vol. 12, no. 1, (2017):47-56.

Nasir, Mohd. “Determination of Temperament with the Help of Hair Thickness and Colour.” International Journal of Traditional Medicine and Applications 1, no. 1 (March 19, 2019): 18–21. doi:10.18689/ijtma-1000104.

Afrough, S. and Junaid Farooque, M. M., "Integrating the process of determining Mizaj (temperament) in an hospital management System," Allana Management Journal of Research, vol. 2, no. 2, (2012).

Naghizadeh, Ayeh, Donya Hamzeheian, Shaghayegh Akbari, Hossein Rezaeizadeh, Mahdi Alizadeh Vaghasloo, Mehdi Mirzaie, Mehrdad Karimi, and Mohieddin Jafari. “Revisiting Temperaments with a Fine-Tuned Categorization Using Iranian Traditional Medicine General Ontology” (November 3, 2019). doi:10.20944/preprints201911.0024.v1.

Farooque, Murtaza M. Junaid, Sayyed Abidurrahman, and Farhana Sarkhawas. "Identification of Mizaj (Temprament) Based on Tibbi Fundamentals using Classification as Tool." in National Conference on Data Minning, Pune, India (2011): 94-97.

Bandgar, B. M., A. D. More, and Binod Kumar. "Analysis of Temperament (Mizaj) by Using Different Data Mining Techniques," International Journal of Data Warehousing and Mining, vol. 3, no. 2, (2013): 79-81.

Rezaei, Inanlou Roya, Gharehchopogh Farhad Soleimanian, and Morteza Mojahedi. "A model for temperament (Mizaj) recognition based on fuzzy decision tree in traditional Persian medicine." vol. 9, no. 3 (2018): 227-237.

Mulla, G., Ghawte, S. A., Ajmal. K. , “Mizaj and Prakruti – The twin Temperaments forming the foundation Pillars of Unani and Ayurveda Systems of Alternative Medicine” at “RAJAYUCON 2013” International Conference on “Ayurveda and Complementary System of Medicines” organized by Mission Ayurveda Rajkot in collaboration with Maharashtra University of Health Sciences, Nashik, on 23rd and 24th February, Rajkot, Gujrat, India (2013).

Gazala Mulla, M. M., and H. S. Acharya. "ANN based Dual convertor model to get Ayurvedic Prakruiti from fuzzy Unani scores and Unani Mizaj from Fuzzy Ayurvedic scores," in National Confence on data Minning, Pune, India, (2013):67-70.

Rolfe, Randy. The Four Temperaments: A Rediscovery of the Ancient Way of Understanding Character and Health. Marlowe & Company, (2002).

Endo, Jiro, and Teruko Nakamura. "Comparative studies of the tridosha theory in Ayurveda and the theory of the four deranged elements in Buddhist medicine." Kagakushi kenkyu; Journal of the history of science, Japan 34, no. 193 (1995): 1-9.

Ahmed, Sayed I. "Introduction to Al-Umur-Al-Tabi’Yah." A & U Tibbi College, Ministry of Health and Family Welfare, New Delhi, Govt. of India, New Delhi (2009): 109-113.

Naisal, S. A., and K. Reji Kumar. "A Mathematical Modeling of Ayurveda Doshas: Application of Fuzzy Soft Topology." International Journal of Pure and Applied Mathematics 106, no. 8 (2016): 33-43.

Smarandache, Florentin. Neutropsychic Personality: A mathematical approach to psychology. Infinite Study, (2018).


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DOI: 10.28991/esj-2021-01258

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Copyright (c) 2021 Mohammed Aref Abdul Rasheed, Murtaza Mohiuddin Junaid Farooque, Haridas S. Acharya