1 1687 89 OSTEOPATHY AND (HATHA) YOGA. DIFFERENCES AND POINTS OF CONTACT BETWEEN OSTEOPATHY AND YOGA AS REGARDS THEIR HISTORY AND PRACTICAL APPLICATION ARE OUTLINED. BOTH SEEK TO PROMOTE HEALING. YOGA SEEKS THE ATTAINMENT OF CONSCIOUSNESS; OSTEOPATHY AIMS FOR PROVIDING SUPPORT TO HEALTH. ONE FUNDAMENTAL DIFFERENCE IS THE PERSONAL INVOLVEMENT OF THE INDIVIDUAL IN YOGA. TEACHER AND STUDENT ALIKE ARE CHALLENGED TO RE-EXAMINE THE ATTITUDES OF MIND THEY HAVE ADOPTED TOWARD THEIR LIVES. OSTEOPATHY GENERALLY INVOLVES A RELATIVELY PASSIVE PATIENT WHILE THE OSTEOPATH IS ACTIVE IN PROVIDING TREATMENT. PRACTICAL EXAMPLES ARE USED TO HIGHLIGHT POINTS OF CONTACT BETWEEN YOGA AND OSTEOPATHY. THE TEXT INCLUDES A DISCUSSION OF THE IMPORTANCE OF PHYSICALITY AND A DESCRIPTION OF WAYS OF USING IT IN HEALING PROCESSES. FURTHERMORE, PROCESSES OF ATTAINING CONSCIOUSNESS ARE OUTLINED. POSSIBLE REDUCTIONIST MISCONCEPTIONS IN YOGA AND OSTEOPATHY ARE ALSO POINTED OUT. FUNDAMENTAL ATTITUDES AND FOCUS THAT COMPLEMENT EACH OTHER ARE PRESENTED, TAKING THE CONCEPT OF STILLNESS AS A PARTICULAR EXAMPLE. 2011 2 1581 17 MECHANISM OF ACTION OF YOGA ON PREVENTION AND MANAGEMENT OF TYPE 2 DIABETES MELLITUS: NARRATIVE REVIEW. BACKGROUND: RESEARCH IN INDIA HAS RECOGNIZED TYPE 2 DIABETES MELLITUS (T2DM) AND PREDIABETES (PDM) AS PSYCHOSOMATIC METABOLIC ENDOCRINE DISORDERS CHARACTERIZED BY GLYCEMIC DISHARMONY. THIS REVIEW AIMED AT COLLATING INFORMATION FROM PUBLISHED E-PAPERS ON MECHANISM OF ACTION (MOA) OF YOGA THERAPY(YT) AND INTEGRATED APPROACH OF YOGA THERAPY (IAYT) ON PDM AND T2DM. METHOD: CONTENT ON YT AND THE MOA ON PREVENTION AND MANAGEMENT OF T2DM WERE EXTRACTED FROM ONLINE SOURCES SUCH AS PUBMED, GOOGLE SCHOLAR, COCHRANE LIBRARY AND LIBRARY GENESIS. THIS REVIEW INCLUDED 58 ARTICLES RELATED TO PREDIABETES, T2DM, PRE-DIABETES TO T2DM CONVERSION, MECHANISM OF ACTION OF YOGA, YOGA AND T2DM, PREDIABETES AND YOGA. ARTICLES RELATED TO TYPE 1 DIABETES, DIABETES INSIPIDUS AND GESTATIONAL DIABETES WERE EXCLUDED. RESULT: CURRENT SCIENTIFIC REVIEW RESULTED IN UNDERSTANDING THE DIFFERENT MECHANISMS INVOLVED IN REJUVENATING EFFECT OF YOGA AS YT AND IAYT IN PREDIABETES AND T2DM. HOWEVER, THE VARIOUS MECHANISMS BY WHICH THE INTERVENTIONS WORK ARE UNDERSTOOD EITHER THROUGH A SINGLE OR COMBINED IMPACT ON REGAINING AUTONOMIC BALANCE, VAGAL MODULATION, REGULATION OF HORMONES AND THEREBY ATTAINING GLYCEMIC CONTROL. MOREOVER, THESE MECHANISMS ARE THE FORTHCOMINGS OF THE CROSS TALK BETWEEN BRAIN, MIND AND BODY SYSTEMS UNDER BRANCHES OF NEUROPHYSIOLOGY, NEUROENDOCRINOLOGY, PSYCHOPHYSIOLOGY, PSYCHO NEUROENDOCRINOLOGY AND/OR NEUROPSYCHOLOGY. CONCLUSION: EVIDENCE SOUGHT FROM PUBLISHED RESEARCH WORKS PROCLAIM YT BASED LIFE STYLE MODIFICATION FOR PREVENTION AND MANAGEMENT OF T2DM. SUMMING UP, THE EFFECT IS STIPULATED BASED ON THE APPROACH, METHOD OF PRACTICE, TIME OF THE DAY, BELIEF AND DEDICATION OF THE PRACTITIONERS. 2022 3 2254 26 THE ORIGIN AND CLINICAL RELEVANCE OF YOGA NIDRA. YOGA NIDRA, ALSO KNOWN AS 'YOGIC SLEEP', IS A SIMPLIFIED FORM OF AN ANCIENT TANTRIC RELAXATION TECHNIQUE. THE MOST GENERAL DESCRIPTION OF THE PRACTICE IS THAT IT COMBINES GUIDED MENTAL IMAGERY WITH A SPECIFIC YOGA POSTURE CALLED SHAVASANA (OR "CORPSE POSE"). THE GOAL OF YOGA NIDRA IS TO PROMOTE A PROFOUND STATE OF RELAXATION, WHICH DIFFERS FROM SLEEP INASMUCH AS THERE IS STILL AN AWARENESS OF ONE'S SURROUNDINGS. WHILE SEVERAL COMPONENTS OF THE PRACTICE HAVE BEEN KNOWN SINCE ANCIENT TIMES, IT WAS NOT UNTIL THE 1960S THAT AN UPDATED AND SYSTEMATIZED SYSTEM OF PRACTICE WAS INTRODUCED TO THE PUBLIC THROUGH THE WRITINGS OF SWAMI SATYANANDA SARASWATI. UNLIKE OTHER SCHOOLS OF YOGA, WHICH EMPHASIZE CONCENTRATION OR CONTEMPLATION, YOGA NIDRA'S GOAL IS COMPLETE RELAXATION. AS SUCH, ITS ADVOCATES CLAIM THAT IT IS SUITABLE FOR ALL INDIVIDUALS, FROM BEGINNERS TO ADVANCED PRACTITIONERS OF YOGA. THE CALM INNER STILLNESS INDUCED BY YOGA NIDRA IS CLAIMED BY PRACTITIONERS TO BE AN EFFECTIVE STRESS MANAGEMENT TOOL AS WELL AS A MEANS FOR ATTAINING GREATER RECEPTIVITY TO PERSONAL RESOLUTIONS. THESE RESOLUTIONS CAN RANGE FROM THE GOAL OF ACHIEVING SELF-TRANSFORMATION, ENHANCING CREATIVITY, OR IMPROVING ONE'S LEARNING ABILITY. ADDITIONALLY, YOGA NIDRA IS CLAIMED TO PROMOTE BENEFICIAL CHANGES IN PHYSIOLOGICAL AND MENTAL HEALTH. THE FOLLOWING NARRATIVE REVIEW SUMMARIZES THE BASIC STEPS USED TO ACHIEVE THE FINAL STATE OF YOGA NIDRA RELAXATION AS WELL AS SOME RECENT EXPERIMENTAL FINDINGS REGARDING ITS PHYSIOLOGICAL AND PSYCHOLOGICAL EFFECTS. STANDARD RESEARCH DATABASES WERE SEARCHED FOR RELEVANT ARTICLES. CLINICAL STUDIES HAVE SHOWN THAT YOGA NIDRA MEDITATION IS ASSOCIATED WITH POSITIVE PHYSIOLOGICAL CHANGES, INCLUDING IMPROVEMENTS IN SEVERAL HEMATOLOGICAL VARIABLES, RED BLOOD CELL COUNTS, BLOOD GLUCOSE LEVELS, AND HORMONAL STATUS. TWO NEUROIMAGING STUDIES HAVE SHOWN THAT YOGA NIDRA PRODUCES CHANGES IN ENDOGENOUS DOPAMINE RELEASE AND CEREBRAL BLOOD FLOW, A FURTHER CONFIRMATION THAT ITS EFFECTS ON THE CNS ARE OBJECTIVELY MEASURABLE. THE PRACTICE HAS ALSO BEEN SHOWN TO REDUCE PSYCHOMETRICALLY MEASURED INDICES OF MILD DEPRESSION AND ANXIETY, ALTHOUGH THESE BENEFITS WERE NOT SHOWN IN AN EXPERIMENTAL STUDY TO EXTEND TO SEVERE DEPRESSION OR SEVERE ANXIETY. 2022 4 2867 15 YOGA-BASED LIFESTYLE TREATMENT AND COMPOSITE TREATMENT GOALS IN TYPE 2 DIABETES IN A RURAL SOUTH INDIAN SETUP- A RETROSPECTIVE STUDY. THIS MULTICENTRE RETROSPECTIVE STUDY EXAMINED THE EFFECTS OF ADJUNCT YOGA-TREATMENT IN ACHIEVING COMPOSITE CARDIOVASCULAR GOALS FOR TYPE 2 DIABETES (T2D), SET FORTH BY THE AMERICAN DIABETES ASSOCIATION (ADA) IN RURAL INDIAN SETTINGS. RECORDS WERE EXTRACTED FOR 146 T2D PATIENTS, AGED >/=20-70 YEARS, AND TREATED UNDER THE "APOLLO TOTAL HEALTH PROGRAMME" FOR RURAL DIABETES MANAGEMENT, FOR THE PERIOD APRIL 2016 TO NOVEMBER 2016. THE STUDY COHORT COMPRISED OF TWO TREATMENT GROUPS (N = 73 EACH); NON-YOGA GROUP (STANDARD OF CARE) AND YOGA GROUP (ADJUNCT YOGA-TREATMENT). PROPENSITY SCORE MATCHING WAS APPLIED BETWEEN THE STUDY GROUPS TO DEFINE THE COHORT. COMPOSITE CARDIOVASCULAR SCORES WERE BASED ON THE COMBINATION OF INDIVIDUAL ADA GOALS; A1C < 7%, BLOOD PRESSURE (BP) < 140/90 MMHG, STRINGENT BP (<130/80 MMHG) AND LIPID, LDL-C < 100 MG/DL [RISK FACTOR FOR ATHEROSCLEROTIC CARDIOVASCULAR DISEASE]. LOGISTIC REGRESSION WAS USED TO COMPARE BETWEEN THE TWO TREATMENT GROUPS. COMPARED TO STANDARD OF CARE, ADJUNCT YOGA-TREATMENT WAS FOUND TO SIGNIFICANTLY FACILITATE THE ATTAINMENT OF ADA COMPOSITE SCORE BY 8-FOLD; A1C, ~2-FOLD; LDL-C, ~2-FOLD; BP < 140/90 MMHG AND <130/80 MMHG BY ~8-AND ~6-FOLD RESPECTIVELY. THIS STUDY PROVIDES THE FIRST EVIDENCE FOR SIGNIFICANT EFFICACY OF ADJUNCT YOGA-TREATMENT FOR THE ATTAINMENT OF FAVOURABLE TREATMENT GOALS FOR T2D IN RURAL INDIAN SETTINGS. CLINICAL TRIAL REGISTRATION NUMBER: CTRI/2020/02/0232790. 2020 5 1911 17 ROLE OF AYURVEDA AND YOGA-BASED LIFESTYLE IN THE COVID-19 PANDEMIC - A NARRATIVE REVIEW. THE COVID-19 PANDEMIC HAS POSED AN IMMENSE CHALLENGE TO HEALTH CARE SYSTEMS AROUND THE GLOBE IN TERMS OF LIMITED HEALTH CARE FACILITIES AND PROVEN MEDICAL THERAPEUTICS TO ADDRESS THE SYMPTOMS OF THE INFECTION. THE CURRENT HEALTH CARE STRATEGIES ARE PRIMARILY FOCUSED ON EITHER THE PATHOGEN OR THE ENVIRONMENTAL FACTORS. HOWEVER, EFFORTS TOWARDS STRENGTHENING THE HOST IMMUNITY ARE IMPORTANT FROM PUBLIC HEALTH PERSPECTIVE TO PREVENT THE SPREAD OF INFECTION AND DOWNREGULATE THE POTENCY OF THE INFECTIOUS AGENT. WHILE A VACCINE CAN INDUCE SPECIFIC IMMUNITY IN THE HOST, NON-SPECIFIC WAYS OF IMPROVING OVERALL HOST IMMUNITY ARE NEEDED AS WELL. THIS SCENARIO HAS PAVED THE WAY FOR THE USE OF TRADITIONAL INDIAN THERAPIES SUCH AS AYURVEDA AND YOGA. THIS REVIEW AIMS AT COLLATING AVAILABLE EVIDENCE ON AYURVEDA, YOGA, AND COVID-19. FURTHER, IT DRAWS INFERENCES FROM RECENT STUDIES ON YOGA AND AYURVEDA ON IMMUNITY, RESPIRATORY HEALTH, AND MENTAL HEALTH RESPECTIVELY TO APPROXIMATE ITS PROBABLE ROLE IN PROPHYLAXIS AND AS AN ADD-ON MANAGEMENT OPTION FOR THE CURRENT PANDEMIC. 2022 6 372 19 AWARENESS OF YOGA FOR SUPPORTIVE CARE IN CANCER: IMPLICATIONS FOR DISSEMINATION. OBJECTIVES: EVIDENCE INDICATES THERE ARE BENEFICIAL PHYSICAL AND PSYCHOSOCIAL EFFECTS FROM PRACTICING YOGA IN CANCER PATIENTS AND SURVIVORS. DESPITE YOGA HAVING BEEN INCORPORATED INTO NATIONAL COMPREHENSIVE CANCER NETWORK GUIDELINES FOR SYMPTOMS RANGING FROM FATIGUE TO PAIN, PATIENTS' USE OF YOGA FOR SUPPORTIVE CARE IS LOW, RANGING FROM 6% TO 12%. THIS STUDY AIMS TO EVALUATE THE AWARENESS OF YOGA AS THERAPY IN AN ACADEMIC CANCER CENTER AND THE PREFERENCES FOR INFORMATION DELIVERY IN THIS POPULATION. DESIGN: WE CONDUCTED A CROSS-SECTIONAL SURVEY STUDY AT AN URBAN ACADEMIC CANCER CENTER. RESPONSES REGARDING AWARENESS AND USE OF YOGA WERE EVALUATED; THOSE RESPONDING "NOT AWARE" WERE ANALYZED FOR PREFERENCES IN INFORMATION DELIVERY. UNIVARIATE ANALYSIS WAS USED TO FURTHER CHARACTERIZE AWARENESS OF YOGA FOR SUPPORTIVE CARE. RESULTS: OF 303 RESPONDENTS, 68% WERE FEMALE, 77% WERE WHITE, AND 75% WERE COLLEGE EDUCATED. DESPITE ACCESS TO YOGA AT THE CANCER CENTER, 171 (56%) PATIENTS EXPRESSED THEY WERE NOT AWARE OF THE AVAILABILITY OF YOGA. MALE PATIENTS WERE MORE LIKELY TO BE UNAWARE OF YOGA (72.4% VS. 48.8%, P = 0.045). AWARENESS DID NOT VARY BY AGE, RACE, EDUCATIONAL ATTAINMENT, MARITAL STATUS, CANCER TYPE, OR CANCER STAGE. OF THE 171 "NOT AWARE" PATIENTS, 87.6% EXPRESSED DESIRE FOR INFORMATION IN THE FORM OF PRINTED MATERIAL, FOLLOWED BY 80.4% FOR E-MAIL, 37.6% FOR SMARTPHONE APPLICATION, AND 27.6% FOR SOCIAL MEDIA. NON-WHITE RESPONDENTS WERE MORE LIKELY TO EXPRESS INTEREST IN RECEIVING INFORMATION BY SMARTPHONE. CONCLUSIONS: MORE THAN HALF OF CANCER PATIENTS WERE UNAWARE OF THE YOGA PROGRAM DESPITE ADVERTISING ACROSS THE INSTITUTION. PATIENTS PREFER VARYING METHODS FOR INFORMATION RECEIPT, WITH PREFERENCES DIFFERING BY SOCIODEMOGRAPHIC FACTORS. TARGETED EDUCATION AND OUTREACH USING APPROPRIATE ENGAGEMENT IS NEEDED TO IMPROVE THE AWARENESS OF YOGA FOR SYMPTOM CONTROL IN CANCER PATIENTS. 2019 7 80 18 A MATHEMATICAL METHOD FOR ELECTROMYOGRAPHY ANALYSIS OF MUSCLE FUNCTIONS DURING YOGASANA. CONTEXT: FOR THE PAST FEW DECADES, THE NUMBER OF PEOPLE PRACTICING YOGA IS INCREASING IN NUMBER. YOGASANAS NEED SMOOTH BODY MOVEMENTS IN THE PROCESS OF ATTAINING DEFINED POSTURES THAT THE PERSON MUST HOLD ON TO ACTIVATE SPECIFIC MUSCLES OF THE BODY RELATED TO THAT ASANA. YOGASANAS SHOULD BE PERFORMED WITH PERFECTION TO DERIVE MAXIMUM BENEFITS. OBJECTIVE: THE OBJECTIVE OF THIS STUDY WAS TO INTRODUCE A MATHEMATICAL METHOD TO UNDERSTAND MUSCLE FUNCTIONALITIES WHILE DOING YOGASANAS. MATERIALS AND METHODS: USED DELSYS SURFACE ELECTROMYOGRAPHY (SEMG) - TRIGNO (DELSYS INC.) SENSORS FOR DATA RECORDING AND ANALYZING MUSCLE ACTIVATION PATTERNS. RESULTS: PERFORMANCE ANALYSIS WAS QUANTIFIED USING NORMALIZED SEMG SIGNALS. THE SEMG DATA DURING FINAL POSTURE WERE FIT TO A STRAIGHT LINE USING LINEAR REGRESSION ANALYSIS. CONCLUSION: THE RESULTS SUGGESTED THAT THE SLOPE OF THE BEST FIT LINE IS A GOOD METRIC FOR MONITORING THE MUSCLE ACTIVITY DURING YOGA PERFORMANCE. THE ADVANTAGES OF THIS METHOD ARE THE SLOPE OF THE LINE IS A GOOD INDICATOR FOR MONITORING THE MUSCLE ACTIVITY WHILE DOING YOGASANA AND THE METHOD SUGGESTED IN THIS STUDY CAN BE EXTENDED FOR ANALYZING OTHER ASANAS AS WELL. 2019 8 2057 16 THE BENEFITS OF YOGA FOR ADULTS WITH TYPE 2 DIABETES: A REVIEW OF THE EVIDENCE AND CALL FOR A COLLABORATIVE, INTEGRATED RESEARCH INITIATIVE. TYPE 2 DIABETES (T2DM) IS A GLOBAL PUBLIC HEALTH CRISIS. RESEARCH SUGGESTS THAT YOGA HOLDS PROMISE FOR T2DM MANAGEMENT. THIS ARTICLE SUMMARIZES EVIDENCE REGARDING THE EFFICACY OF YOGA FOR T2DM MANAGEMENT AND ENCOURAGES THE DEVELOPMENT OF AN INTEGRATED RESEARCH AGENDA AND A COLLABORATIVE WORK GROUP TO TEST IT. WE PRESENT A BRIEF OVERVIEW OF THE GLOBAL RISE IN T2DM AND ITS CONSEQUENCES AND COSTS, REVIEW THE EVIDENCE REGARDING THE POTENTIAL BENEFITS OF YOGA FOR T2DM MANAGEMENT, OUTLINE LIMITATIONS IN THE LITERATURE, DISCUSS POSSIBLE MECHANISMS UNDERLYING THE EFFECTS OF YOGA ON T2DM, AND SUGGEST HOW A COLLABORATIVE, MULTINATIONAL EFFORT BY YOGA THERAPIST AND RESEARCH COMMUNITIES MIGHT CONTRIBUTE TO RESEARCH AND INFORM CLINICAL PRACTICE. YOGA PROTOCOLS THAT SERVE T2DM PATIENTS AND A RESEARCH FRAMEWORK FOR CREATING AN EVIDENCE BASE TO SUPPORT THE USE OF YOGA FOR T2DM MANAGEMENT ARE CLEARLY NEEDED. 2013 9 2130 18 THE EFFECTIVENESS OF YOGA TO PREVENT DIABETES MELLITUS TYPE 2: A PROTOCOL FOR SYSTEMATIC REVIEW AND META-ANALYSIS. BACKGROUND: TYPE 2 DIABETES MELLITUS (T2DM) IS BECOMING A LEADING PROBLEM WORLDWIDE. EMERGING REPORTS REVEAL ALARMING EVIDENCE OF INCREASING PREVALENCE OF T2DM THAT HAS REACHED PANDEMIC LEVELS. DESPITE THE SIGNIFICANT INCIDENCE, THERE ARE LIMITED RELIABLE DATA RESOURCES AND COMPREHENSIVE SYSTEMATIC REVIEW AND META-ANALYSIS ON THE EFFECTS OF YOGA ON PEOPLE WHO ARE A PREDIABETIC OR HIGH RISK FOR DEVELOPING T2DM. OBJECTIVE: THE OBJECTIVE OF THIS PROTOCOL IS TO CONDUCT A FULL-SCALE SYSTEMATIC REVIEW AND META-ANALYSES ON THE EFFECTS OF YOGA ON PEOPLE WHO ARE PREDIABETES OR HIGH RISK OF DEVELOPING T2DM. METHODS: THE ARTICLES ENROLLED IN THE STUDY WILL BE RETRIEVED FROM THE ONLINE DATABASES BETWEEN 2002 AND THE DATE THE SEARCHES ARE EXECUTED. THE SEARCHES WILL BE REPEATED JUST BEFORE THE FINAL ANALYSES AND FURTHER RELEVANT STUDIES FOR INCLUSION. WE WILL CONDUCT A BIBLIOGRAPHIC SEARCH IN DATABASES: MEDLINE/PUBMED, SCOPUS, COCHRANE LIBRARY, EBSCO, AND INDMED USING KEYWORDS INCLUDING PREDIABETES STATE, HIGH RISK FOR DIABETES, METABOLIC SYNDROME, AND YOGA. A DEFINED SEARCH STRATEGY WILL BE IMPLEMENTED ALONG WITH SELECTION CRITERIA TO OBTAIN FULL-TEXT ARTICLES OF RELEVANT STUDIES. THIS STUDY PROTOCOL WAS PREPARED ACCORDING TO THE PREFERRED REPORTING ITEMS FOR SYSTEMATIC REVIEWS AND META-ANALYSIS FOR PROTOCOLS 2015 GUIDELINES. THERE WILL BE NO LANGUAGE RESTRICTIONS. ETHICS AND DISSEMINATION: THE PROPOSED STUDY WILL BE BASED ON PUBLISHED STUDIES AND PUBLICLY AVAILABLE ANONYMIZED DATA WITHOUT DIRECTLY INVOLVING HUMAN PARTICIPANTS AND THEREFORE REQUIRES NEITHER FORMAL HUMAN ETHICAL REVIEW NOR APPROVAL BY A HUMAN RESEARCH ETHICS COMMITTEE. WE PUBLISHED AN OUTLINE OF THE PROTOCOL IN THE INTERNATIONAL PROSPECTIVE REGISTER OF SYSTEMATIC REVIEWS (PROSPERO) IN 2018. WE PLAN TO DISSEMINATE THE FINDINGS OF THIS SYSTEMATIC REVIEW AND META-ANALYSIS THROUGH PUBLICATION IN A PEER-REVIEWED JOURNAL AND PRESENTATION AT RELEVANT CONFERENCE PROCEEDINGS. IN ADDITION, WE BELIEVE THE RESULTS OF THE SYSTEMATIC REVIEW WILL HAVE IMPLICATIONS FOR POLICY AND PRACTICE. WE WILL PREPARE POLICYMAKER SUMMARY USING A VALIDATED FORMAT, DISSEMINATE THROUGH SOCIAL MEDIA AND EMAIL DISCUSSION GROUPS. REVIEW REGISTRATION NUMBER: PROSPERO REGISTRATION NUMBER CRD 42018106657. 2019 10 571 15 DEFINING YOGA-NIDRA: TRADITIONAL ACCOUNTS, PHYSIOLOGICAL RESEARCH, AND FUTURE DIRECTIONS. THE TERM YOGA-NIDRA HAS BEEN USED IN MANY EMPIRICAL STUDIES TO REFER TO RELAXATION AND GUIDED IMAGERY. THESE TECHNIQUES DO NOT REPRESENT THE INTENTION OR PHYSIOLOGICAL CORRELATES OF YOGANIDRA DISCUSSED IN THE TRADITIONAL YOGA LITERATURE. WE PROPOSE AN OPERATIONAL DEFINITION OF YOGA-NIDRA THAT IS SUPPORTED BY SEVERAL PHYSIOLOGICALLY TESTABLE HYPOTHESES REGARDING ITS OUTCOMES AND EFFECTS. TRADITIONAL DESCRIPTIONS OF YOGA-NIDRA AND CONTEMPORARY ACCOUNTS OF ITS PRACTICE ARE REVIEWED, AND STUDIES EXAMINING THE PHYSIOLOGICAL CORRELATES OF YOGA-NIDRA ARE EXAMINED. PROPOSED HYPOTHESES FOR FUTURE RESEARCH USING THIS OPERATIONAL DEFINITION ARE PROVIDED. 2013 11 2298 12 THERAPEUTIC ROLE OF YOGA IN TYPE 2 DIABETES. YOGA ORIGINATED IN INDIA MORE THAN 5,000 YEARS AGO AND IS A MEANS OF BALANCING AND HARMONIZING THE BODY, MIND, AND EMOTIONS. YOGA PRACTICE IS USEFUL IN THE MANAGEMENT OF VARIOUS LIFESTYLE DISEASES, INCLUDING TYPE 2 DIABETES. PSYCHO-NEURO-ENDOCRINE AND IMMUNE MECHANISMS ARE INVOLVED IN THE BENEFICIAL EFFECTS OF YOGA ON DIABETES. INCORPORATION OF YOGA PRACTICE IN DAILY LIFE HELPS TO ATTAIN GLYCAEMIC CONTROL AND REDUCES THE RISK OF COMPLICATIONS IN PEOPLE WITH DIABETES. IN THIS REVIEW, WE BRIEFLY DESCRIBE THE ROLE OF VARIOUS YOGA PRACTICES IN THE MANAGEMENT OF DIABETES BASED ON EVIDENCE FROM VARIOUS CLINICAL STUDIES. 2018 12 2013 21 SUDARSHAN KRIYA YOGA: A BREATH OF HOPE DURING COVID-19 PANDEMIC. IMPORTANT COUNTER MEASURES TO COMBAT AN INFECTIOUS DISEASE PANDEMIC INCLUDE VACCINATION, ANTIVIRAL THERAPY, AND IMMUNOMODULATION THERAPY. VACCINATIONS ARE DISEASE SPECIFIC AND MOREOVER STRAIN SPECIFIC, SO THE PROTECTION PROVIDED IS ALSO SPECIFIC AND LIMITED. ANTIVIRAL THERAPIES ARE COSTLY AND REQUIRE BULK PRODUCTION OF DRUGS, HENCE GLOBALLY THERE IS AN INCREASED INTEREST TOWARD LOW-RISK, COST-EFFECTIVE COMPLEMENTARY ALTERNATIVE THERAPIES, SUCH AS YOGA AND AYURVEDA TO TACKLE THE INFECTIOUS PANDEMIC, CORONAVIRUS DISEASE 2019 (COVID-19). THERE IS CLINICAL EVIDENCE AVAILABLE ON THE POTENTIAL COMPLEMENTARY ROLE OF YOGIC PRACTICES IN THE MANAGEMENT OF NONCOMMUNICABLE AND COMMUNICABLE DISEASES. VARIOUS ONLINE DATABASES WERE SEARCHED FOR ARTICLES PUBLISHED BETWEEN 2000 AND 2020. DATABASES EXPLORED WERE MEDLINE, EMBASE, INDIAN CITATION INDEX, PSYCINFO, INDEX MEDICUS FOR SOUTH-EAST ASIA REGION, AND GOOGLE SCHOLAR. ALL SEARCH RESULTS WERE SCREENED, AND ARTICLES RELATED TO KEYWORDS SUCH AS COVID-19, YOGA THERAPY, AND SUDARSHAN KRIYA YOGA (SKY) WERE SELECTED FOR DATA EXTRACTION. QUALITY OF THE STUDIES INCLUDED WAS EVALUATED ON THE BASIS OF THE CONSTRUCT VALIDITY, CONTENT VALIDITY, RELEVANCE, BIAS, CREDIBILITY RELATING TO INFORMATION, AND DATA SOURCES. SKY IS A UNIQUE YOGIC PRACTICE THAT INCLUDES SPECIFIC SEQUENTIAL BREATHING TECHNIQUES. IT BALANCES THE AUTONOMIC NERVOUS SYSTEM AND THUS CAN ALLEVIATE ANXIETY, ROUTINE STRESS, DEPRESSION, STRESS-RELATED MEDICAL DISORDERS, AND POSTTRAUMATIC STRESS. IT POTENTIATES NATURAL HOST IMMUNE DEFENSES THAT ARE ESSENTIAL TO TACKLE A PLETHORA OF MICROBIAL INFECTIONS. THIS NARRATIVE REVIEW ARTICLE PROVIDES AN OVERVIEW OF POTENTIAL THERAPEUTIC BENEFITS THAT SKY CAN OFFER TO THE POPULATION AT LARGE DURING THIS COVID-19 PANDEMIC. 2021 13 548 19 CONTENT, STRUCTURE, AND DELIVERY CHARACTERISTICS OF YOGA INTERVENTIONS FOR MANAGING HYPERTENSION: A SYSTEMATIC REVIEW PROTOCOL. AIMS: THIS SYSTEMATIC REVIEW AIMS TO SUMMARIZE THE CONTENT, STRUCTURE, AND DELIVERY CHARACTERISTICS OF YOGA INTERVENTIONS USED FOR MANAGING HYPERTENSION. INTRODUCTION: GLOBALLY, HYPERTENSION-RELATED MORBIDITY AND MORTALITY ARE HIGH. YOGA MIGHT BE A POTENTIAL SOLUTION FOR MANAGING HYPERTENSION. SEVERAL SYSTEMATIC REVIEWS HAVE EVALUATED THE EFFECTIVENESS OF YOGA INTERVENTIONS FOR MANAGING HYPERTENSION. THERE IS A NEED TO SUMMARIZE THE CONTENT, STRUCTURE, AND DELIVERY CHARACTERISTICS OF YOGA INTERVENTIONS USED FOR MANAGING HYPERTENSION. INCLUSION CRITERIA: RANDOMIZED CONTROLLED TRIALS ASSESSING THE EFFECTIVENESS OF YOGA INTERVENTIONS FOR MANAGING HYPERTENSION IN ADULTS AND REPORTING EITHER THE CONTENT, STRUCTURE, OR DELIVERY CHARACTERISTICS WILL BE INCLUDED IN THIS SYSTEMATIC REVIEW. METHODS: THE JOANNA BRIGGS INSTITUTE SYSTEMATIC REVIEW METHODOLOGY WILL BE FOLLOWED TO CONDUCT THE REVIEW. WE AIM TO SEARCH FOR A WIDE RANGE OF SOURCES TO FIND BOTH PUBLISHED AND UNPUBLISHED STUDIES. THE FOLLOWING DATABASES WILL BE SEARCHED: MEDLINE, EMBASE, CINAHL, PSYCINFO, ALLIED AND COMPLEMENTARY MEDICINE (AMED), WEB OF SCIENCE, COCHRANE CENTRAL REGISTER OF CONTROLLED TRIALS (CENTRAL), TURNING RESEARCH INTO PRACTICE (TRIP), AYUSH RESEARCH PORTAL, A BIBLIOGRAPHY OF INDIAN MEDICINE (ABIM), DIGITAL HELPLINE FOR AYURVEDA RESEARCH ARTICLES (DHARA), CAM-QUEST, AND DIRECTORY OF OPEN ACCESS JOURNALS (DOAJ). THE SEARCH FOR UNPUBLISHED STUDIES WILL INCLUDE OPENGREY, ETHOS, AND PROQUEST DISSERTATIONS AND THESES. DATABASES WILL BE SEARCHED FROM THEIR INCEPTION DATES, AND NO LANGUAGE RESTRICTIONS WILL BE APPLIED. A NARRATIVE DESCRIPTION OF THE FINDINGS WILL BE WRITTEN, STRUCTURED AROUND THE AIMS OF THIS SYSTEMATIC REVIEW. SYSTEMATIC REVIEW REGISTRATION NUMBER: CRD42019139404. 2020 14 2304 18 TOWARD AN EXPLANATORY FRAMEWORK FOR YOGA THERAPY INFORMED BY PHILOSOPHICAL AND ETHICAL PERSPECTIVES. CONTEXT * YOGA THERAPY IS AN EMERGING COMPLEMENTARY AND INTEGRATIVE HEALTH PRACTICE FOR WHICH THERE IS INCREASING INTEREST FROM BOTH CLINICAL AND RESEARCH PERSPECTIVES. CURRENTLY MISSING, HOWEVER, IS AN EXPLANATORY FRAMEWORK FOR THE PROFESSION THAT PROVIDES PRACTITIONERS, CLIENTS, AND THE PUBLIC WITH AN UNDERSTANDING OF HOW VARIOUS YOGIC TRADITIONS AND PRINCIPLES CAN BE UNDERSTOOD IN MODERN HEALTH CARE CONTEXTS. OBJECTIVE * THIS STUDY PROPOSES AN EXPLANATORY FRAMEWORK FOR YOGA THERAPY, INFORMED BY PHENOMENOLOGY, EUDAIMONIA, VIRTUE ETHICS, AND FIRST-PERSON ETHICAL INQUIRY. CONCLUSIONS * THESE 4 PHILOSOPHICAL PERSPECTIVES-PHENOMENOLOGY, EUDAIMONIA, VIRTUE ETHICS, AND FIRST-PERSON ETHICAL INQUIRY-PROVIDE A LENS THROUGH WHICH TO UNDERSTAND HOW YOGIC PRACTICES SUPPORT THE INDIVIDUAL'S TRANSFORMATION IN THE EXPERIENCE OF ILLNESS, PAIN, OR DISABILITY. WE PROPOSE THAT THIS TRANSFORMATION OCCURS THROUGH FACILITATING A REHARMONIZATION OF BODY, MIND, AND ENVIRONMENT TOWARD THE EXPERIENCE OF EUDAIMONIC WELL-BEING. 2018 15 1799 19 PRESCRIBING YOGA. MORE THAN 15.8 MILLION PEOPLE IN THE UNITED STATES NOW PRACTICE SOME FORM OF YOGA, AND NEARLY HALF OF CURRENT PRACTITIONERS STATED THEY BEGAN YOGA PRACTICE AS A MEANS OF IMPROVING OVERALL HEALTH. MORE BROADLY UNDERSTOOD IN A MODERN CONTEXT, YOGA IS A SET OF PRINCIPLES AND PRACTICES DESIGNED TO PROMOTE HEALTH AND WELL-BEING THROUGH THE INTEGRATION OF BODY, BREATH, AND MIND. THIS ARTICLE OUTLINES THE HISTORY OF YOGA AND DESCRIBES SEVERAL FORMS, INCLUDING ASANA-BASED YOGA, WHICH IS BECOMING POPULAR IN THE UNITED STATES. RESEARCH FINDINGS RELATED TO USE OF YOGA AS A THERAPY FOR VARIOUS HEALTH PROBLEMS ARE REVIEWED. GUIDELINES FOR FINDING A YOGA TEACHER ARE OFFERED, AS ARE A NUMBER OF BOOK AND INTERNET SOURCES OF FURTHER INFORMATION. 2010 16 2211 24 THE HEALTH IMAGINARY OF POSTURAL YOGA. THIS PAPER EXPLORES THE CAPACITY OF YOGA NARRATIVES AND PRACTICES TO CONTRIBUTE TO AND RELATE IDEAS ABOUT HEALTH. IT ADDS THEORETICALLY TO EXISTING LITERATURE ON YOGA BY INTRODUCING THE CONCEPT OF THE 'HEALTH IMAGINARY' AS AN ANALYTIC LENS FOR CONSIDERING YOGA DISCOURSES IN LATE MODERN TIMES, WHERE PERSONAL HEALTH CARE AND SPIRITUAL AMBITIONS ARE ONCE AGAIN BECOMING BLURRED. WITH THIS PERSPECTIVE, THE PAPER PROVIDES A THOROUGH ANALYSIS OF HOW YOGA POSTURES (ASANAS) ARE CONCEIVED TO WORK THERAPEUTICALLY, IN YOGA'S RECENT HISTORY AND IN PRESENT-DAY YOGA THERAPY. TAKING CASE STUDIES FROM INDIA AND GERMANY, IT IS SHOWN EMPIRICALLY HOW THE APPLICATION OF ASANAS IS RATIONALIZED DIFFERENTLY IN SPECIFIC GEOGRAPHICAL AND THERAPEUTIC ENVIRONMENTS - PARTICULARLY REGARDING THE PRESUMED THEORY OF THE BODY. THUS, THE CONCEPT OF THE HEALTH IMAGINARY NOT ONLY PROVIDES ANALYTIC SPACE TO EXPLORE THE IMPLICIT LOGICS AND GOALS OF HEALING IN DIFFERENT CONTEXTS, BUT ALSO OFFERS CLUES ABOUT THE DISTINCT SOCIAL, CULTURAL/RELIGIOUS, AND LOCAL INFLUENCES THAT DRAW PEOPLE INTO YOGA AND CONTRIBUTE TO ITS SELECTIVE APPROPRIATION ACROSS THE GLOBE. 2021 17 654 22 EEG BASED INTERPRETATION OF HUMAN BRAIN ACTIVITY DURING YOGA AND MEDITATION USING MACHINE LEARNING: A SYSTEMATIC REVIEW. OBJECTIVES: THE PRESENT INVESTIGATION IS TO STUDY THE IMPACT OF YOGA AND MEDITATION ON BRAIN WAVES CONCERNING PHYSICAL AND MENTAL HEALTH. THERE ARE MAINLY THREE STAGES (STEPS) IN THE BRAIN WAVE CLASSIFICATION:(I) PREPROCESSING, II) FEATURE EXTRACTION, AND III) CLASSIFICATION. THIS WORK PROVIDES A REVIEW OF INTERPRETATION METHODS OF BRAIN SIGNALS (ELECTROENCEPHALOGRAM (EEG)) EEG DURING YOGA AND MEDITATION. PAST RESEARCH HAS REVEALED SIGNIFICANT MENTAL AND PHYSICAL ADVANTAGES WITH YOGA AND MEDITATION. METHODS: THE RESEARCH TOPIC REVIEWED FOCUSED ON THE MACHINE LEARNING STRATEGIES APPLIED FOR THE INTERPRETATION OF BRAIN WAVES. IN ADDRESSING THE RESEARCH QUESTIONS HIGHLIGHTED EARLIER IN THE GENERAL INTRODUCTION, WE CONDUCTED A SYSTEMATIC SEARCH OF ARTICLES FROM TARGETED SCIENTIFIC AND JOURNAL ONLINE DATABASES THAT INCLUDED PUBMED, WEB OF SCIENCE, IEEE XPLORE DIGITAL LIBRARY (IEEE), AND ARXIV DATABASES BASED ON THEIR RELEVANCE TO THE RESEARCH QUESTIONS AND DOMAIN TOPIC. THE SURVEY TOPIC IS RELATIVELY NASCENT, AND THEREFORE, THE SCOPE OF THE SEARCH PERIOD WAS LIMITED TO THE 20-YEAR TIMELINE THAT WAS DEEMED REPRESENTATIVE OF THE RESEARCH TOPIC UNDER INVESTIGATION. THE LITERATURE SEARCH WAS BASED ON THE KEYWORDS "EEG", "YOGA*" AND "MEDITATION*". THE KEY PHRASES WERE CONCATENATED USING BOOLEAN EXPRESSIONS AND APPLIED TO SEARCH THROUGH THE SELECTED ONLINE DATABASES YIELDING A TOTAL OF 120 ARTICLES. THE ONLINE DATABASES WERE SELECTED BASED ON THE RELEVANCY OF CONTENT WITH THE RESEARCH TITLE, RESEARCH QUESTIONS, AND THE DOMAIN APPLICATION. THE LITERATURE REVIEW SEARCH, PROCESS, AND CLASSIFICATION WERE CAREFULLY CONDUCTED GUIDED BY TWO DEFINED MEASURES; 1.) INCLUSION CRITERIA; AND 2.) EXCLUSION CRITERIA. THESE MEASURES DEFINE THE CRITERIA FOR SEARCHING AND EXTRACTING RELEVANT ARTICLES RELATING TO THE RESEARCH TITLE AND DOMAIN OF INTEREST. RESULTS: OUR LITERATURE SEARCH AND REVIEW INDICATE A BROAD SPECTRUM OF NEURAL MECHANICS UNDER A VARIETY OF MEDITATION STYLES HAVE BEEN INVESTIGATED. A DETAILED ANALYSIS OF VARIOUS MENTAL STATES USING ZEN, CHAN, MINDFULNESS, TM, RAJAYOGA, KUNDALINI, YOGA, AND OTHER MEDITATION STYLES HAVE BEEN DESCRIBED BY MEANS OF EEG BANDS. CLASSIFICATION OF MENTAL STATES USING KNN, SVM, RANDOM FOREST, FUZZY LOGIC, NEURAL NETWORKS, CONVOLUTIONAL NEURAL NETWORKS HAS BEEN DESCRIBED. SUPERIOR RESEARCH IS STILL REQUIRED TO CLASSIFY THE EEG SIGNATURES CORRESPONDING TO DIFFERENT MENTAL STATES. CONCLUSIONS: YOGA PRACTICE MAY BE AN EFFECTIVE ADJUNCTIVE TREATMENT FOR A CLINICAL AND AGING POPULATION. ADVANCED RESEARCH CAN EXAMINE THE EFFECTS OF SPECIFIC BRANCHES OF YOGA ON A DESIGNATED CLINICAL GROUPING. YOGA AND MEDITATION INCREASED OVERALL HEALTHY BRAIN ACTIVITY. 2021 18 921 20 EFFECTIVENESS OF YOGA AS THE PUBLIC HEALTH INTERVENTION MODULE IN THE MANAGEMENT OF DIABETES AND DIABETES ASSOCIATED DEMENTIA IN SOUTH EAST ASIA: A NARRATIVE REVIEW. BACKGROUND: DIABETES MELLITUS (DM) IS WIDELY SPREAD IN SOUTH ASIAN (ASEAN) AND INDIAN SUB-CONTINENT. THE INCREASING HEALTHCARE COSTS OF DM CAN BE PREVENTED IN THE DEVELOPING WORLD BY IMPROVED PUBLIC HEALTHCARE INTERVENTIONS. MODIFIABLE RISK FACTORS OF DM LIKE SEDENTARY LIFESTYLE, OBESITY, AND STRESSFUL CONDITIONS ARE ASSOCIATED WITH ITS PROGRESSION; HOWEVER, THE EPIDEMIOLOGICAL DATA COLLECTED BY PUBLIC INSTITUTIONS ARE LIMITED. SUMMARY: A REVIEW OF PUBLISHED LITERATURE DESCRIBING GEOGRAPHIC DISTRIBUTION OF DM AND ASSOCIATED DEMENTIA IN SOUTH ASIAN REGION, PARTICULARLY INDIA, WAS CONDUCTED WITH THE PURPOSE OF ASSESSING THE FEASIBILITY AND CHALLENGES ASSOCIATED WITH THE YOGA-BASED RISK REDUCTION. PUBMED AND GOOGLE SCHOLAR DATABASES WERE SEARCHED FOR DM AND DEMENTIA-RELATED ARTICLES BY USING A COMBINATION OF KEYWORDS: DIABETES, DIABETES RELATED DEMENTIA SOUTHEAST ASIA, PRE-DIABETES, YOGA, LIFESTYLE MODIFICATION, DEMENTIA AND EXERCISE. THE EPIDEMIOLOGICAL DATA GENERATED FROM THESE DISEASES HAVE NOT PROMPTED TO ANY MAJOR PUBLIC HEALTH POLICIES. YOGA CAN BE A COST-EFFECTIVE INTERVENTION FOR THE PREVENTION OF TYPE 2 DM (T2DM) AND ITS ASSOCIATED COGNITIVE DECLINE WHEN DETECTED EARLY. IF NATIONWIDE INTERVENTION OF YOGA IS BROUGHT ABOUT BY THE STATE, ITS INTEGRATION IN HEALTH CARE WILL BECOME MORE MEANINGFUL AND ACCEPTABLE. KEY MESSAGE: STUDIES SUGGEST THAT YOGA AND CHANGE IN LIFESTYLE CAN MODIFY THE HEALTH RISKS ASSOCIATED WITH T2DM AND ASSOCIATED DEMENTIA IF IT IS MAINSTREAMED WITH THE PUBLIC HEALTH INITIATIVE OF AYUSHMAN BHARAT SCHEME. 2020 19 1671 24 NEW ENERGY GEOGRAPHIES: A CASE STUDY OF YOGA, MEDITATION AND HEALTHFULNESS. BEGINNING WITH A ROUTINE DAY IN THE LIFE OF A PRACTITIONER OF YOGA AND MEDITATION AND EMPHASISING THE IMPORTANCE OF NURTURING, MAINTAINING AND PREVENTING THE DISSIPATION OF DIVERSE 'ENERGIES', THIS PAPER EXPLORES THE POSSIBILITIES FOR GEOGRAPHICAL HEALTH STUDIES WHICH TAKE SERIOUSLY 'NEW ENERGY GEOGRAPHIES'. IT IS EXPLAINED HOW THIS ACCOUNT IS DERIVED FROM IN-DEPTH FIELDWORK TRACING HOW PRACTITIONERS OF YOGA AND MEDITATION FIND TIMES AND SPACES FOR THESE PRACTICES, OFTEN IN THE FACE OF BUSY URBAN LIFESTYLES. ATTENTION IS PAID TO THE 'ENERGY TALK' FEATURING HEAVILY IN HOW PRACTITIONERS DESCRIBE THE BENEFITS THAT THEY PERCEIVE THEMSELVES TO DERIVE FROM THESE PRACTICES, AND TO CLAIMS MADE ABOUT 'ENERGIES' GENERATED DURING THE TIME-SPACES OF THESE PRACTICES WHICH SEEMINGLY FLOW, USUALLY WITH POSITIVE EFFECTS, INTO OTHER DOMAINS OF THEIR LIVES. THE PAPER THEN DISCUSSES THE IMPLICATIONS OF THIS ENERGY TALK IN THE CONTEXT OF: (A) CRITICALLY REVIEWING CONVENTIONAL APPROACHES TO STUDYING 'ENERGY GEOGRAPHIES'; (B) IDENTIFYING AN ALERTNESS TO THE LIKES OF 'AFFECTIVE ENERGIES' SURFACING IN RECENT THEORETICALLY-ATTUNED WORKS OF HUMAN GEOGRAPHY (AND COGNATE DISCIPLINES); AND (C) EXPLORING DIFFERING UNDERSTANDINGS OF ENERGY/ENERGIES EXTANT IN GEOGRAPHICAL STUDIES OF HEALTH AND IN STEP WITH THE EMPIRICAL RESEARCH MATERIALS PRESENTED ABOUT YOGA, MEDITATION AND HEALTHFULNESS. WHILE ORIENTATED TOWARDS EXPLICITLY GEOGRAPHICAL INQUIRIES, THE PAPER IS INTENDED AS A STATEMENT OF INTEREST TO THE WIDER MEDICAL HUMANITIES. 2015 20 1666 14 NEURAL NETWORK-ORIENTED BIG DATA MODEL FOR YOGA MOVEMENT RECOGNITION. THE USE OF COMPUTER VISION FOR TARGET DETECTION AND RECOGNITION HAS BEEN AN INTERESTING AND CHALLENGING AREA OF RESEARCH FOR THE PAST THREE DECADES. PROFESSIONAL ATHLETES AND SPORTS ENTHUSIASTS IN GENERAL CAN BE TRAINED WITH APPROPRIATE SYSTEMS FOR CORRECTIVE TRAINING AND ASSISTIVE TRAINING. SUCH A NEED HAS MOTIVATED RESEARCHERS TO COMBINE ARTIFICIAL INTELLIGENCE WITH THE FIELD OF SPORTS TO CONDUCT RESEARCH. IN THIS PAPER, WE PROPOSE A MASK REGION-CONVOLUTIONAL NEURAL NETWORK (MR-CNN)- BASED METHOD FOR YOGA MOVEMENT RECOGNITION BASED ON THE IMAGE TASK OF YOGA MOVEMENT RECOGNITION. THE IMPROVED MR-CNN MODEL IS BASED ON THE FRAMEWORK AND STRUCTURE OF THE REGION-CONVOLUTIONAL NETWORK, WHICH PROPOSES A CERTAIN NUMBER OF CANDIDATE REGIONS FOR THE IMAGE BY FEATURE EXTRACTION AND CLASSIFIES THEM, THEN OUTPUTS THESE REGIONS AS DETECTED BOUNDING BOXES, AND DOES MASK PREDICTION FOR THE CANDIDATE REGIONS USING SEGMENTATION BRANCHES. THE IMPROVED MR-CNN MODEL USES AN IMPROVED DEEP RESIDUAL NETWORK AS THE BACKBONE NETWORK FOR FEATURE EXTRACTION, BILINEAR INTERPOLATION OF THE EXTRACTED CANDIDATE REGIONS USING REGION OF INTEREST (ROI) ALIGN, FOLLOWED BY TARGET CLASSIFICATION AND DETECTION, AND SEGMENTATION OF THE IMAGE USING THE SEGMENTATION BRANCH. THE MODEL IMPROVES THE CONVOLUTION PART IN THE SEGMENTATION BRANCH BY REPLACING THE ORIGINAL STANDARD CONVOLUTION WITH A DEPTH-SEPARABLE CONVOLUTION TO IMPROVE THE NETWORK EFFICIENCY. EXPERIMENTALLY CONSTRUCTED POLYGON-LABELED DATASETS ARE SIMULATED USING THE ALGORITHM. THE DEEPENING OF THE NETWORK AND THE USE OF DEPTH-SEPARABLE NETWORK IMPROVE THE ACCURACY OF DETECTION WHILE MAINTAINING THE RELIABILITY OF THE NETWORK AND VALIDATE THE EFFECTIVENESS OF THE IMPROVED MR-CNN. 2021