So while there is still relatively little massage therapy research compared to other treatment approaches, high quality research is emerging. Figure10aand Fig. National Library of Medicine To address this issue, this paper performs the classification between the periocular images taken before performing the eye massage therapy and those after performing the eye massage therapy to address the above difficulty. 2010 Mar-Apr;33(3):168-77. doi: 10.1016/j.jmpt.2010.01.014. Like other forms of manual therapies, a "sham" type of treatment can be developed (i.e. NO: CD001929. Then, the Canny edge detection is employed for generating the edge maps. The https:// ensures that you are connecting to the 14, respectively. The eye diseases can be due to many factors [2, 12, 18]. It performs the following steps [21]. DOI: 10.1002/14651858.CD001929.pub2. Sign in | Create an account. State regulations typically require graduation from an approved program and passing an examination. Next, the CHT is employed to characterize the inner circle and the outer circle of the iris in the images. light touch massage); however, it can't be assumed to be completely devoid of therapeutic effects. Our objective is to determine the effectiveness of sport massage for improving recovery after strenuous exercise. https://doi.org/10.3233/WOR-152162, Hassanein AS, Mohammad S, Sameer M, Ragab ME (2015) A survey on Hough transform, theory, techniques and applications. The original image and the image denoised by performing the median filtering are shown in in Fig. Many different interventions and techniques are offered, from medications to diets, from vitamins to occupational therapy, from cognitive-behavioral techniques to biofeedback training. Besides, the fluorophotometer measures the penetration of the corneal fluorescein. Corts Godoy V, Gallego Izquierdo T, Lzaro Navas I, et al. Also, the distances between the camera and the subjects are kept similar for the image acquisitions at different times. Here, H(a,b,r) counts the total number of the edge points on the circle. Like many complementary therapies, high quality research on massage has been limited due to the lack of funding. Data synthesis: S/E/070/17), and the Bella (Guangzhou) Intelligent Information Technology Company Limited, for providing its electronic device. In particular, the slopes of the curve in the first part and the second part are high and low, respectively. Please enable it to take advantage of the complete set of features! Field T, Diego M, Gonzalez G, et al. Trends in alternative medicine use in the United States, 1990-1997: results of a follow-up national survey. Here, 70% of the selected images are employed for performing the training. However, massage therapists, because of the unique nature of their therapy and how it is delivered, face special challenges when conducting research. In: Academic Consortium for Complementary and Alternative Health Care (ACCAHC). This also demonstrates that there is a significant difference on the iris before performing the eye massage therapy and after performing the eye massage therapy. It is important to determine if a message is understood, believed, and acted upon. This site complies with the HONCode standard for trustworthy health information: Earl E. Bakken Center for Spirituality & Healing, Acupuncture and Traditional Chinese Medicine. Performing the edge detection is to identify the pixels at the border. This implies that the CHT based method can highlight the above phenomenon. Therefore, the CHT can be applied to estimate the radius and the coordinate of the center of the pupil. Nevertheless, this image based evaluation method is still expensive because it requires the expensive instruments for performing the image acquisition. Some of the reported cases have involved vigorous types of massage, such as deep tissue massage, or patients who might be at increased risk of injury, such as elderly people. 2014;2014:204360. doi: 10.1155/2014/204360. Further investigation using standardized protocols measuring similar outcome variables is necessary to more conclusively determine the efficacy of sport massage and the optimal strategy for its implementation to enhance recovery following intense exercise. To stay informed about recent studies published pertaining to massage and other CAM therapies, go to CAM on PubMed. However, these methods were sensitive to the noises. Bezuglov E, Lazarev A, Khaitin V, Chegin S, Tikhonova A, Talibov O, Gerasimuk D, Wakiewicz Z. Int J Environ Res Public Health. Epub 2004 Jul 20. Next, the inverse DCT is applied to the processed rectangular box and the rectangular box with the unified sizes are obtained. Table 5 shows the mean classification accuracies based on these ten fold cross validations achieved by both the CHT based method and the Daugman method via different classifiers. PMC The received operating characteristic curve (ROC) is employed as the performance metric to evaluate the robust performance achieved by various classifiers. In order to demonstrate the effectiveness of performing the eye massage therapy, several classifiers are employed. Br J Sports Med. A 2013 review of 12 studies (757 total participants) found that massage therapy was more helpful for both neck and shoulder pain than inactive therapies but was not more effective than other active therapies. 2010. Before Measures can be cause-and-effect relationships to evaluate the worth of a particular policy or a set of policies in producing some wanted outcome. Massage has been widely used in recent years. Section2 reviews the CHT and the normalization method. No. Perlman AI, Sabina A, Williams AL, et al. A 2015 evaluation of 10 studies (478 total participants) compared the effects of different kinds of massage therapy and found that most styles of massage had beneficial effects on quality of life in people with fibromyalgia. Signal Process 93(1):230241. 2017;2017:9519285. doi: 10.1155/2017/9519285. Plastaras C, Schran S, Kim N, Darr D, Chen MS. Curr Rheumatol Rep. 2013 Jul;15(7):339. doi: 10.1007/s11926-013-0339-x. Google Scholar, Bhatia N, Chhabra M (2010) Improved hough transform for fast iris detection. or 'get phoned up by beauty salon who has seen the results and wants to offer me a job when I have passed my exams'. 2021 Nov 7;18(21):11698. doi: 10.3390/ijerph182111698. After mapping the points between the inner circle and the outer circle of the iris to the two dimensional rectangular box, the sizes of the rectangular boxes are different for different images. a The inner circle and b the outer circle of the iris found using the CHT. Fuller JT, Thomson RL, Howe PR, Buckley JD. : CD005038. (2008) conducted a systematic review of thirteen existing randomized controlled trials evaluating massage therapy's effectiveness in the treatment of non-specific low-back pain. Since the range of the AUC is between 0 and 1, the area under the 45 straight line in the plot is 0.5. Unconventional medicine in the United States. 2015 Jul;39(229):23-30. Most of the research to date has included small, preliminary studies that lack the methodological quality to draw firm conclusions regarding massage therapy's effectiveness. Angelopoulos P, Diakoronas A, Panagiotopoulos D, Tsekoura M, Xaplanteri P, Koumoundourou D, Saki F, Billis E, Tsepis E, Fousekis K. Healthcare (Basel). Bookshelf [Effectiveness of an individualised physiotherapy program versus group therapy on neck pain and disability in patients with acute and subacute mechanical neck pain]. There are also several ongoing, federally funded, randomized clinical trials studying the effect of massage on chronic back pain, cancer pain, depression during pregnancy, and pre-term infants. At present, the evaluations are mainly dependent on the diagnoses conducted by the medical professions based on the measurements acquired by the optical instruments [15]. This site needs JavaScript to work properly. This site needs JavaScript to work properly. Massage intervention for promoting mental and physical health in infants aged under six months. IEEE Trans Syst Man Cybern Part B Cybern 37(5):11671175, Daugman J (2009) How iris recognition works. Finally, various classifiers are employed for performing the classification. Federal government websites often end in .gov or .mil. Moraska AF, Stenerson L, Butryn N, et al. FOIA However several relatively recent developments have increased the amount of good research in this area. The National Institutes of Health (NIH) has created a website, NIH Clinical Research Trials and You, to help people learn about clinical trials, why they matter, and how to participate. What Is Complementary, Alternative, or Integrative Health? Computing the gradients: Let Gx and Gy be the horizontal gradient and the vertical gradient of an object in the image, respectively. Hence, the lighting conditions are similar for the image acquisitions at different times. Ultimately, 27 studies met inclusion criteria. Haraldsson BG, Gross AR, Myers CD, Ezzo JM, Morien A, Goldsmith C, Peloso PM, Bronfort G, Cervical Overview Group. Knig A, Radke S, Molzen H, Haase M, Mller C, Drexler D, Natalis M, Krauss M, Behrens N, Irnich D. Z Orthop Ihre Grenzgeb. of National Conf. Let (rp,) and (ri,) be the coordinates of the points in the inner circle and the outer circle of the iris represented in the polar coordinate system, respectively. The confusion matrices are employed to further evaluate the classification performances achieved by various methods. sharing sensitive information, make sure youre on a federal If massage therapy can target sensory pathways that can help people with ankle sprains avoid chronic ankle instability (which can affect as many as 40 percent of people who experience this type of injury). No. It is not intended to substitute for the medical expertise and advice of your health care provider(s). Massage therapists may need to modify their usual techniques when working with cancer patients; for example, they may have to use less pressure than usual in areas that are sensitive because of cancer or cancer treatments. Such strategies include: massage, stretching, and anti-inflammatory medications. Massage therapy, with or without aromatherapy (the use of essential oils) has been used to attempt to relieve pain, anxiety, and other symptoms in people with cancer. Conclusions: 1. The diagnoses of the dry eye diseases were performed using the images acquired from the vivo confocal microscopic and the optical coherence tomographic instruments. Evaluation of effectiveness of eye massage therapy via classification of periocular images. The outline of this paper is as follows. The effect of spinal manipulation on the efficacy of a rehabilitation protocol for patients with chronic neck pain: a pilot study. Abstract. methods of evaluating the effectiveness of the massage treatment. The ROC plots the true positive rate (TPR) against the false positive rate (FPR). Since only the points in the iris are extracted, it can remove the irrelevant information outside the iris for performing the iris classification. In this case, the prediction does not tell any information. In order to eliminatethe size inconsistence issue, the DCT is applied to normalize the size of the rectangular box to 3264. Likewise, if the TPR is large, then the classification accuracy will be high too. The use of such multiple common out-comes also makes monitoring potential detri-mental effects more possible. Let median() be the median operator. For more information, see NCCIHs fact sheet on headaches. This paper proposes a method to evaluate the effectiveness of the eye message therapy. 2010 Oct;(194):1-764. In particular, the relationship between the duration of each eye massage therapy and its effects on the iris images as well as the relationship between the environments for conducting the eye massage therapy such as the relax conditions of the subjects and their effects on the iris images will be investigated. For more information, see NCCIHs fact sheet on fibromyalgia. Here, it includes (i) the image acquisition, (ii) the iris segmentation, (iii) the normalization, (iv) the feature extraction and (v) the iris classification. ( TPR ) against the false positive rate ( FPR ) confusion matrices are employed image acquisition between! 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