|
TECHNICAL NOTE |
|
|
|
Year : 2009 | Volume
: 34
| Issue : 1 | Page : 43-47 |
|
Infrared thermal imaging for detection of peripheral vascular disorders
S Bagavathiappan1, T Saravanan1, John Philip1, T Jayakumar1, Baldev Raj1, R Karunanithi2, T.M.R Panicker2, M Paul Korath2, K Jagadeesan2
1 SMARTS, NDED, Indira Gandhi Centre for Atomic Research, Kalpakkam - 603102, T.N, India 2 KJ Hospital Research and Postgraduate Centre, 182. Poonamallee High Road, Chennai - 600 084, T.N, India
Date of Submission | 13-Aug-2008 |
Date of Acceptance | 01-Feb-2009 |
Correspondence Address: John Philip SMART Section, Non-Destructive Evaluation Division, Metallurgy and Materials Group, Indira Gandhi Centre for Atomic Research, Kalpakkam - 603 102, Tamil Nadu India
 Source of Support: None, Conflict of Interest: None  | Check |
DOI: 10.4103/0971-6203.48720
Abstract | | |
Body temperature is a very useful parameter for diagnosing diseases. There is a definite correlation between body temperature and diseases. We have used Infrared Thermography to study noninvasive diagnosis of peripheral vascular diseases. Temperature gradients are observed in the affected regions of patients with vascular disorders, which indicate abnormal blood flow in the affected region. Thermal imaging results are well correlated with the clinical findings. Certain areas on the affected limbs show increased temperature profiles, probably due to inflammation and underlying venous flow changes. In general the temperature contrast in the affected regions is about 0.7 to 1° C above the normal regions, due to sluggish blood circulation. The results suggest that the thermal imaging technique is an effective technique for detecting small temperature changes in the human body due to vascular disorders.
Keywords: Blood flow, infrared thermal imaging, noninvasive, temperature, vascular
How to cite this article: Bagavathiappan S, Saravanan T, Philip J, Jayakumar T, Raj B, Karunanithi R, Panicker T, Korath M P, Jagadeesan K. Infrared thermal imaging for detection of peripheral vascular disorders. J Med Phys 2009;34:43-7 |
How to cite this URL: Bagavathiappan S, Saravanan T, Philip J, Jayakumar T, Raj B, Karunanithi R, Panicker T, Korath M P, Jagadeesan K. Infrared thermal imaging for detection of peripheral vascular disorders. J Med Phys [serial online] 2009 [cited 2023 Mar 29];34:43-7. Available from: https://www.jmp.org.in/text.asp?2009/34/1/43/48720 |
Introduction | |  |
The correlation of body temperature and diseases has been known for centuries, but in recent years, due to advent of new technologies, skin temperature has been used as a convenient and effective diagnostic tool to detect diseases. [1],[2] Human body temperature has been recorded with thermocouples, thermistors, and thermopiles, for almost 60 years, and these sensors are very large in size, slow in response, and difficult to attach to the skin. [3] The first documented application of thermography was a method of research for early preclinical diagnosis of breast cancer in the year 1956. [4] Infrared thermography or infrared imaging or thermal imaging is a non-contact tool, which maps the surface temperature of a body or an object and it has a wide range of applications starting from condition monitoring in industries to medical imaging. [5],[6],[7],[8],[9] Medical infrared thermal imaging has been used to study the flow of blood, the detection of breast cancer, and muscular performance of the human body. [10],[11] Thermal images have been used to quantify sensitive changes in skin temperature in relation to certain diseases. [12] Blood flow can be assessed by many methods including the washout technique, laser Doppler flowmetry, [13] and medical infrared thermal imaging. [14] Of these, infrared thermography has the advantages of being noninvasive, [15] fast, reliable, with non-contact, capable of producing multiple recordings at short time intervals, and absolutely safe for patients and doctors. In all these studies, only the relative and not absolute temperatures are significant and the relative temperatures have to be measured at many points on the skin, and in this sense, the Infrared (IR) sensing device has many advantages over conventional devices. [16],[17] IR radiation covers a wavelength that ranges from 0.75µm to 1000µm, among which the human body emissions that are traditionally measured for diagnostic purposes occupy a narrow band of wavelengths ranging from 8µm to 12µm. This region is also referred as the long wave IR (LWIR) or body infrared rays. Another terminology that is widely used in medical IR imaging is thermal infrared (TIR), where the wavelength is beyond 1.4µm. Within this region, the infrared emission is primarily heat or thermal radiation. The image generated by TIR imaging is referred to as thermogram. The near infrared (NIR) region occupies wavelengths between 0.75µm and 1.4µm. Although the NIR and mid-wave IR (MWIR) regions are not traditionally used in human body screening, the new generation detectors enable the use of multispectral imaging in medicine, in which these regions are observed in different diagnostic cases. [18],[19] The fundamental equations that link the absolute temperature of the object with the intensity and wavelength of the emitted radiation are given by the Planck's, Stefan Boltzmann, and Wein's Displacement law. [20] The energy radiation after Stefan Boltzman law is W = ε σ T 4 , where ε is the emissivity and T the absolute temperature. The emissivity (ε) of a material is the ratio of energy radiated by a particular material to the energy radiated by a black body at the same temperature. It is a measure of a material's ability to radiate absorbed energy. A true black body would have an emissivity value of unity (ε = 1), while any real object would have ε < 1. Emissivity depends on factors such as, temperature, emission angle, and wavelength. For a black body the total heat energy radiation is proportional to T 4 . A perfect black body is a perfect emitter and a perfect absorber for all wave length energies radiated, depending on the temperature of the material. Human skin keeps the body temperatures normally at 37şC. When the skin is in cooler surroundings, it cools down, emitting heat. Similarly when skin is in warmer surroundings, it absorbs heat making the body adjust itself by sweating, to keep the temperature at 37şC. In both situations, therefore, the skin acts like a black body with emissivity of 0.98, as observed. It has been shown that the emissivity of skin (black, white, burnt, male, and female) independent of the wavelength and its value is close to 0.98. [21],[22],[23] Therefore, human beings can be treated as true black bodies. The infrared radiations from the object are converted using a suitable IR detector and displayed as color or black and white image. The colors are simply a visual aid to show the temperature differences at different regions in each image. [24] Medical infrared diagnostics uses the fact that many pathological processes in the human organs manifest themselves as local changes in heat production and also as changes in the blood flow pattern of the affected organs or tissues. Infrared thermography involves recording a sequence of thermograms at several stationary positions of the human being, inspected in his natural condition. Focal plane array (FPA) based systems are more efficient for medical applications than systems previously using single element detectors. [25],[26],[27] In clinical diagnostics infrared imaging is used as a physiological test that measures the subtle physiological changes that might be caused by many conditions, e.g., contusions, fractures, burns, carcinomas, lymphomas, melanomas, prostate cancer, dermatological diseases, rheumatoid arthritis, diabetes mellitus and associated pathology, deep venous thrombosis (DVT), liver disease, bacterial infections, etc. These conditions are commonly associated with regional vasodilation, hyperthermia, hyperperfusion, hypermetabolism, and hypervascularization [18] which generate a higher-temperature heat source. The heat emanating onto the surface from the heat source and the surrounding blood flow can be quantified by using the Pennes' bio-heat equation, as follows,

Where k is the conductivity, q m is volumetric metabolic rate of tissue, is the product of the specific heat capacity and the mass flow rate of blood units per volume of tissue, T is the unknown tissue temperature, and T a is the arterial temperature. [21]
Materials and Methods | |  |
The patients were allowed to rest in a room where relative humidity and room temperature were controlled (to achieve equilibration body temperature with the ambient temperature). No parts of the patient were in contact with any hot or cold sources. Only a minimum number of persons were allowed inside the room. The patients were kept away from air convection sources. These precautions had been taken to minimize the variables that might influence temperature measurement.
The main objective in the preparation of the above protocol was to ensure all the variables that might have influence during thermal image were fixed. The patient was thoroughly examined by a team of doctors and a clinical report was recorded. Patients undergoing examination by thermal imaging were disrobed in the affected region for 15minutes, in the room. A wall-mounted, air-conditioning unit provided the required temperature inside the room. The infrared thermal camera was positioned 1 m away from the affected portion of the patients and healthy volunteers. Standard views were taken with the camera mounted on a tripod stand. The regions of interest were the anterior, posterior, and lateral views. The same views of the corresponding contra-lateral region of the patient and of normal controls were also taken. The same region was continuously monitored on a color display unit with pseudo color, making temperature changes easily discernible.
Thermal imaging of the patients was carried out using the Thermovision-550 system. This is a compact lightweight focal plane array based system with a temperature resolution of 0.1K. A high-resolution color image is provided in real time, which can be viewed on a miniature screen provided with the system or by using an external monitor. The image is captured and stored in the removable PC-card. The surface temperature profiles of the patients are recorded and later analyzed using the IRWIN software. The thermal profile of the area of examination is compared with the counterpart region of the same subject and the same region of a healthy volunteer. Using the spot meter, area, and profiling tools, the change in temperature in the region of interest is determined.
Results and Discussions | |  |
Case 1
A 28-year-old male, with a history of pain in the left lower limb, which was getting aggravated on prolonged standing, was examined using thermal imaging. He had varicosity of the long saphenous system of the left lower limb. The patient was suffering from complications of varicosity for the past one year. He was using crepe bandages.
The patient was febrile and comfortable at rest and was not a smoker or user of alcohol. The respiratory system (RS), cardiovascular system (CVS), central nervous system (CNS), and per abdominal examinations were normal. Local examination of the lower limbs showed dilated veins present in the dorsal aspect of the foot, extending up to the lower one-third of the leg on the right lower limb. There were dilated tortuous veins in the dorsum of the foot in the left lower limb. The radial pulse, carotid pulse, dorsalis pedis, and posterior tibial pulse were normal.
[Figure 1a] and [Figure 1b] show the thermal image and photograph of the affected patient's left leg. The line profile inset in [Figure 1a] shows the temperature profile along the toe tips. From the thermal image shown in [Figure 1a], it can be clearly seen that a lower temperature is noted at the distal portion (indicated by white arrow in [Figure 1a]). This is probably due to sluggish blood circulation in the toes and venous drainage being inadequate due to the varicosity. In the patient, the area outlined by a black line, i.e., the demarcated dark-green patches, and a blue line, i.e., the demarcated pale-green color patch [Figure 1a] show abnormal temperatures compared to the temperature of the surrounding area of the same patient's leg and to that of a normal person's leg. The temperature in these marked regions is, on an average, 0.7 to 1°C above the normal regions. The abnormal temperature is due to varicose veins, with probable mild inflammation, which was not evident on clinical examination. The human body creates heat through the metabolic activity, which is the basic reaction of life. The blood in the near-surface veins, heats the surface more than the normal veins and arteries. Localized elevated temperatures are easier to discern when the person is in a cool room for at least 20 minutes. A uniform temperature can be seen in the leg of a normal person.
Case 2
A 31-year-old male, who has a history of swelling in both the lower limbs on prolonged standing, for five years, had recurrent ulceration over the left lateral malleolus, associated with pain and discharge of pus. The patient underwent treatment and surgery four years back, for the same complaint. The RS, CVS, CNS, and per abdominal examinations were normal. Local examination of the left lower limb showed tortuous dilated veins, recurrent healing ulcers on the left lateral malleolus, ulcers covered with slough and pus discharge. Old healed scars were about 8 × 1 cm in length, present in the medial aspect of the lower limb. In the right lower limb, dilated tortuous veins, mild edema over the right ankle joint, and also old healed scars were noticed. The palpable arterial pulse was normal. The patient had systemic hypertension noted six months ago and he was under medication for the same.
[Figure 2a] and [Figure 2b] show the dorsal thermal images and photograph of the affected patient's left leg. Clinically detected areas with varicosity show up as areas of increased warmth in the thermal images. From the thermal images, the warm areas are noted on the lateral side of the left leg as well, an unusual finding, because most patients have varicosity located only on the medial side of the leg. The distal region near the toes seems to be dark or with lower temperature due to the poor perfusion of blood (indicated by a white arrow in [Figure 2a], and is attributed to stasis of circulation due to varicosity.
Areas outlined by black lines, i.e., the demarcated dark-green patch and blue line, i.e., the demarcated pale-green color patch in [Figure 2a] show abnormal temperature compared to the temperature of the normal person's leg, for the same region. The demarcated area in the thermal image shows a higher temperature due to the tortuous venous carrying warm blood at a sluggish speed when compared to normal venous drainage and probable mild inflammation in those areas. The temperature changes as noted on the patient are not seen in the leg of the normal person.
Case 3
A 48-year-old male has had pain in the left leg (calf muscle) for the past two years. The pain has been severe for the past six months. He has had a history of pain aggravation on walking and pain being relieved by rest. On prolonged standing the pain increased. The RS, CVS, CNS, and per abdominal examinations were normal. The upper limb pulses were felt normally in the right and left lower limbs, the dorsalis pedis was normal in the right, with feeble low volume in the left lower limb, and the posterior tibial pulse was normal on the right, with low volume on the left. The patient is an occasional smoker and user of alcohol. There was an injury in the left big toe eight months ago. He had a nonhealing ulcer on the left great toe and gangrenous tissue was found on the great toe.
From the thermal images, the left leg medial view of the patient shows elevated temperatures because of thrombosis , a condition marked by blood clotting within the blood vessels. This disease may be potentially life threatening if dislodgment of the thrombus results in pulmonary embolism. It may be burger disease because of arterial insufficiency. It is an arterial obstruction. The clinically recorded information shows severe pain in the calf muscle, the area represented in the thermal image as a warm area shows abnormal temperature compared to the temperature of the normal person's leg, for the same region. These temperature changes are not seen in the thermal image of the normal person's left leg.
Case 4
A 40 year-old-male had a swelling in the little finger of the left hand that was two months old. The swelling was present with a pricking type of pain and pus discharge from the left ring, middle, and index fingers. Pain was radiating from the left hand and forearm to the left chest and distal phalanges. The RS, CVS, CNS, and per abdominal examinations were normal. Local examination of the patient's right upper limb was normal. The left upper limb on inspection showed gangrenous swelling with inflammation in the left little, ring, middle, and index fingers. There was purulent discharge from the nail beds that had a foul smell. There was hyperpigmentation present in the left palm. The patient was a smoker for the past 10 years (10 - 15 beedis per day), and an occasional user of alcohol. He has no history of any surgery in the past. Due to pain he was unable to sleep and has had a reduced appetite.
From the thermal images it is clearly seen that the temperature of the finger tips of the left hand is cooler than the normal body temperature, which may be attributed to vascular insufficiency. These abnormalities are due to ischemic necrosis (death of tissue affected by local injury due to loss of blood supply) of the distal phalanges. It can be seen that the temperature increase in the affected person's hand was almost 1.5°C compared to the normal hand.
Conclusions | |  |
Thermal imaging has been successfully used for medical diagnosis of vascular disorders. The temperature in the affected regions of patients with vascular disorders was low in the extremities due to obstructed arteries. However, in some areas it showed 0.7 to 1°C higher temperature than the normal areas due to inflammation and venous flow alteration. In general the thermal image findings were in good agreement with the clinical findings. However, the areas showing higher temperature contrast were noted not to be obvious in the clinical examination. This study demonstrates the usefulness of thermal imaging for medical diagnostics, with high reliability.
Acknowledgments | |  |
We thank Dr. P. R. Vasudeva Rao, Director, Metallurgy and Materials group, IGCAR, for his support and encouragement. The authors also thank Dr. Hussain, Head of the Department and Dr. Rajkumar, Surgeon, Department of Vascular Surgery, Government General Hospital, Chennai, for referring the problem.
References | |  |
1. | Ring EF. Quantitative thermal imaging. Clin Phys Phsiol Meas 1990;11:87-95. |
2. | Anbar M, Gratt BM, Hong D. Thermology and facial telethermography, Part I: history and technical review, Dentomaxillo Fac Radiol 1998;27:61-7. |
3. | Ring EF. The historical development of temperature measurement in medicine. Infrared Phys Technol 2007;49:297-301. |
4. | Lawson R. Implications of surface temperatures in the diagnosis of breast cancer. Can Med Assoc J 1956;75:309-10. [PUBMED] [FULLTEXT] |
5. | Avdelidis NP, Koui M, Ibarra-Castanedo C, Maldague X. Thermographic studies of plastered mosaics. Infrared Phys Technol 2007;49:254-56. |
6. | Avdelidis NP, Delegou ET, Almond DP, Moropoulou A. Surface roughness evaluation of marble by 3D laser profilometry and pulsed thermography. NDT and E International 2004;37:571-5. |
7. | Barreira E, Vasco P, de Freitas. Evaluation of building materials using infrared thermography. Constr Building Mat 2007;21:218-24. |
8. | Grinzato E, Bison PG, Marinetti S. Monitoring of ancient buildings by the thermal Method. J Cultural Heritage 2002;3:21-9. |
9. | Maierhofer CH, Arndt R. Influence of concrete properties on the detection of voids with impulse-thermography. Infrared Phys Technol 2007;49:213-7. |
10. | Cook RJ, Thakore S, Nichol NM. Thermal imaging: A hotspot for the future? Injury Extra 2005;36:395-7. |
11. | Di Carlo A. Thermography and the Possibilities for its applications in clinical and experimental dermatology. Clin Dermatol 1995;13:329-36. [PUBMED] [FULLTEXT] |
12. | Jones BF. A reappraisal of the use of infrared thermal image analysis in medicine. IEEE Trans Med Imaging; 1998. |
13. | Herrick L. Vascular imaging. Best Pract Res Clin Rheumatol 2004;18:957-9. |
14. | Hsieh JC, Chan KH, Lui PW, Lee TY. Clinical application of infrared thermography in diagnosis and therapeutic assessment of vascular ischemic pain. Ma Zui Xue Za Zhi 1990;28:493-501. [PUBMED] |
15. | Davy JR. Medical applications of thermography. Phys Technol 1977;:54-60. |
16. | Mochi M, Giovanetti G, Francesconi R, Hartwig V. A Study for a portable IR sensor to detect the blood temperature during coronary bypass implantation. Technical Report 2004. |
17. | Bagavathiappan S, Saravanan T, Philip J, Jayakumar T, Baldev R, Karunanithi R, et al . Investigation of peripheral vascular disorders using thermal imaging. Br J Diabetes Vasc Dis 2008;8:102-4. |
18. | Hairong QI, Nicholas A. Diakides. Infrared Imaging in Medicine. Available from: http://www.iamtonline.org. |
19. | Infrared. Available from: http://en.wikipedia.org/wiki/Infrared. |
20. | Maldague XP. Nondestructive evaluation of materials by infrared thermography. Germany: Springer-Verlag London Limited; 1993. |
21. | Nelson DA. Invited Editorial on Pennes 1948 paper revisited. J Appl Physiol 1998;85:2-3. [PUBMED] [FULLTEXT] |
22. | Steketee J. Spectral emissivity of skin and pericardium. Phys Med Biol 1973;18:686-94. [PUBMED] [FULLTEXT] |
23. | Togawa T. Non-contact skin emissivity: Measurement from reflectance using step change in ambient radiation temperature. Clin Phys Physiol Meas 1989;10:39-48. [PUBMED] |
24. | Zhou Q, Aggarwal JK, Bounday. Extraction in Thermal images by edge map, ACM Symposium on applied computing 2004. |
25. | Vainer BG. FPA-based infrared thermography in medicine. Phys Med Biol 2005;50:R63-94. |
26. | Vainer BG. Narrow spectral range infrared thermography in the vicinity of 3 µm operating wavelength, QIRT; 2000. |
27. | Vainer BG. FPA-based infrared thermography as applied to the study of cutaneous perspiration and stimulated vascular response in humans. Phys Med Biol 2005;50:R63-94. [PUBMED] [FULLTEXT] |
[Figure 1a], [Figure 1b], [Figure 2a], [Figure 2b]
This article has been cited by | 1 |
Assessment of chronic limb threatening ischemia using thermal imaging |
|
| Tomppa Pakarinen, Atte Joutsen, Niku Oksala, Antti Vehkaoja | | Journal of Thermal Biology. 2023; : 103467 | | [Pubmed] | [DOI] | | 2 |
Cutaneous Perfusion Dynamics of the Lower Abdomen in Healthy Normal Weight, Overweight and Obese Women: Methods Development Using Infrared Thermography with Applications for Future Wound Management after Caesarean Section |
|
| Charmaine Childs, Harriet Nwaizu, Elizabeth Bullivant, Jon Willmott, Matthew Davies, Karen Ousey, Hora Soltani, Richard Jacques | | International Journal of Environmental Research and Public Health. 2023; 20(6): 5100 | | [Pubmed] | [DOI] | | 3 |
Towards a Contactless Stress Classification Using Thermal Imaging |
|
| Federica Gioia, Alberto Greco, Alejandro Luis Callara, Enzo Pasquale Scilingo | | Sensors. 2022; 22(3): 976 | | [Pubmed] | [DOI] | | 4 |
Early Prediction of Hemodynamic Shock in Pediatric Intensive Care Units With Deep Learning on Thermal Videos |
|
| Vanshika Vats, Aditya Nagori, Pradeep Singh, Raman Dutt, Harsh Bandhey, Mahika Wason, Rakesh Lodha, Tavpritesh Sethi | | Frontiers in Physiology. 2022; 13 | | [Pubmed] | [DOI] | | 5 |
The Value of Infrared Thermography to Assess Foot and Limb Perfusion in Relation to Medical, Surgical, Exercise or Pharmacological Interventions in Peripheral Artery Disease: A Systematic Review |
|
| Giovanni Piva, Anna Crepaldi, Gladiol Zenunaj, Lorenzo Caruso, Natascia Rinaldo, Vincenzo Gasbarro, Nicola Lamberti, Pablo Jesůs Lňpez-Soto, Fabio Manfredini | | Diagnostics. 2022; 12(12): 3007 | | [Pubmed] | [DOI] | | 6 |
Potential Use of Novel Image and Signal Processing Methods to Develop a Quantitative Assessment of the Severity of Acute Radiation Dermatitis in Breast Cancer Radiotherapy |
|
| Joanna Kondziolka, Slawomir Wilczynski, Lukasz Michalecki | | Clinical, Cosmetic and Investigational Dermatology. 2022; Volume 15: 725 | | [Pubmed] | [DOI] | | 7 |
Fat-based studies for computer-assisted screening of child obesity using thermal imaging based on deep learning techniques: a comparison with quantum machine learning approach |
|
| Richa Rashmi, U. Snekhalatha, Palani Thanaraj Krishnan, Varun Dhanraj | | Soft Computing. 2022; | | [Pubmed] | [DOI] | | 8 |
IRlab - Platform for thermal video analysis in evaluation of peripheral thermal behavior and blood perfusion |
|
| Tomppa Pakarinen, Niku Oksala, Antti Vehkaoja | | Informatics in Medicine Unlocked. 2022; : 100940 | | [Pubmed] | [DOI] | | 9 |
The importance, status, and perspectives of hybrid lanthanide-doped upconversion nanothermometers for theranostics |
|
| Simona Premcheska, Mirijam Lederer, Anna M. Kaczmarek | | Chemical Communications. 2022; | | [Pubmed] | [DOI] | | 10 |
Thermal changes in the sacral region with different mattresses used in the prevention of pressure injuries |
|
| Daniela Akemi Itakura, Adriane Muller Nakato, Paula Karina Hembecker, Percy Nohama | | Journal of Thermal Biology. 2022; : 103366 | | [Pubmed] | [DOI] | | 11 |
Classification of chronic venous diseases based on skin temperature patterns |
|
| Stephan Dahlmanns, Stefanie Reich-Schupke, Franziska Schollemann, Markus Stücker, Steffen Leonhardt, Daniel Teichmann | | Physiological Measurement. 2021; 42(4): 045001 | | [Pubmed] | [DOI] | | 12 |
Ocular surface temperature differences in glaucoma |
|
| Ari Leshno, Ori Stern, Yaniv Barkana, Noa Kapelushnik, Reut Singer, Daphna Landau Prat, Gal Cohen, Gil Ben-David, Dor Abrahami, Ruth Huna-Baron, Alon Skaat | | European Journal of Ophthalmology. 2021; : 1120672121 | | [Pubmed] | [DOI] | | 13 |
Infrared Thermography Follow-Up After Lower Limb Revascularization |
|
| Arjaleena Ilo, Pekka Romsi, Matti Pokela, Jussi Mäkelä | | Journal of Diabetes Science and Technology. 2021; 15(4): 807 | | [Pubmed] | [DOI] | | 14 |
Thermographic Characteristics of the Diabetic Foot With Peripheral Arterial Disease Using the Angiosome Concept |
|
| Matthew Carabott, Cynthia Formosa, Anabelle Mizzi, Nikolaos Papanas, Alfred Gatt | | Experimental and Clinical Endocrinology & Diabetes. 2021; 129(02): 93 | | [Pubmed] | [DOI] | | 15 |
Automatic body part and pose detection in medical infrared thermal images |
|
| Ahmet Özdil, Bülent Yilmaz | | Quantitative InfraRed Thermography Journal. 2021; : 1 | | [Pubmed] | [DOI] | | 16 |
Non-Contact Assessment of Peripheral Artery Haemodynamics Using Infrared Video Thermography |
|
| Joao Jorge, Mirae Harford, Mauricio Villarroel, Sitthichok Chaichulee, Shaun Davidson, Eoin Finnegan, Samuel H. Clark, J. Duncan Young, Peter J. Watkinson, Lionel Tarassenko | | IEEE Transactions on Biomedical Engineering. 2021; 68(1): 276 | | [Pubmed] | [DOI] | | 17 |
Effect of 660/850 nm LED on the microcirculation of the foot: neurovascular biphasic reflex |
|
| Claudia Maria Duarte de Sá | | Lasers in Medical Science. 2021; 36(9): 1883 | | [Pubmed] | [DOI] | | 18 |
Assessment of blood distribution in response to post-surgical steal syndrome: A novel technique based on Thermo-Anatomical Segmentation |
|
| Zehava Ovadia-Blechman, Oshrit Hoffer, Moshe Halak, Karin Adrai, Yair Zimmer, Daniel Silverberg, Neta Rabin | | Journal of Biomechanics. 2021; 119: 110304 | | [Pubmed] | [DOI] | | 19 |
Early diagnosis of diabetic peripheral neuropathy based on infrared thermal imaging technology |
|
| Qiang Zhou, Zhihui Qian, Jianan Wu, Jing Liu, Lei Ren, Luquan Ren | | Diabetes/Metabolism Research and Reviews. 2021; 37(7) | | [Pubmed] | [DOI] | | 20 |
Alternative approaches to lymphoedema care in lymphatic filariasis |
|
| Suma Krishnasastry, Charles D. Mackenzie, Sabine Specht | | PLOS Neglected Tropical Diseases. 2021; 15(4): e0009293 | | [Pubmed] | [DOI] | | 21 |
Infrared thermal imaging associated with pain in laboratory animals |
|
| Daniel Mota-Rojas, Adriana Olmos-Hernández, Antonio Verduzco-Mendoza, Hugo Lecona-Butrón, Julio Martínez-Burnes, Patricia Mora-Medina, Jocelyn Gómez-Prado, Agustín Orihuela | | Experimental Animals. 2021; 70(1): 1 | | [Pubmed] | [DOI] | | 22 |
Penile allotransplantation: early outcomes from reported cases and survivorship considerations |
|
| Taylor P. KOHN, Vanessa PEŃA, Richard J. REDETT III rd, Arthur L. BURNETT | | Minerva Urology and Nephrology. 2021; 73(3) | | [Pubmed] | [DOI] | | 23 |
Klinik Uygulamalarda Ileri Biyomedikal Görüntüleme Teknolojileri |
|
| Raziye Kübra KUMRULAR, Adem POLAT | | European Journal of Science and Technology. 2021; | | [Pubmed] | [DOI] | | 24 |
RESPONSES OF THE HANDS TO LOCAL COLD EXPOSURE AMONG AFRICAN AND LOCAL STUDENTS IN THE ARCTIC UNIVERSITY |
|
| I. S. Kozhevnikova, A. V. Gribanov, A. B. Kiryanov, L. F. Startseva, M. N. Pankov | | Ekologiya cheloveka (Human Ecology). 2021; 28(2): 28 | | [Pubmed] | [DOI] | | 25 |
Thermosemiotics of the hands. Report 2. Thermal patterns of the hands in patients with upper limbs vascular disorders, Raynaud’s phenomenon, after thoracic sympathectomy, in ischemic heart disease and a number of other diseases |
|
| M. G. Volovik, I. M. Dolgov | | Medical alphabet. 2021; (5): 62 | | [Pubmed] | [DOI] | | 26 |
Assessment of the Dynamics of Temperature Changes in the Knee Joint Area in Response to Selected Cooling Agents in Thermographic Tests |
|
| Aleksandra Radecka, Waldemar Pluta, Anna Lubkowska | | International Journal of Environmental Research and Public Health. 2021; 18(10): 5326 | | [Pubmed] | [DOI] | | 27 |
Thermography as a Method to Detect Dental Anxiety in Oral Surgery |
|
| Roberta Gasparro, Grazia Leonetti, Michele Riccio, Andrea Irace, Gilberto Sammartino, Andrea Blasi, Cristiano Scandurra, Nelson Mauro Maldonato, Pasquale Sammartino, Gaetano Marenzi | | Applied Sciences. 2021; 11(12): 5421 | | [Pubmed] | [DOI] | | 28 |
Ocular Surface Temperature: Characterization in a Large Cohort of Healthy Human Eyes and Correlations to Systemic Cardiovascular Risk Factors |
|
| Gal Yaakov Cohen, Gil Ben-David, Reut Singer, Sahar Benyosef, Rachel Shemesh, Ari Leshno, Yaniv Barkana, Alon Skaat | | Diagnostics. 2021; 11(10): 1877 | | [Pubmed] | [DOI] | | 29 |
Infrared Thermography in the Evaluation of Dental Socket Healing After Photobiomodulation Therapy: A Case Report |
|
| Giovanna Rodrigues de Carvalho, Wictor Nogueira Rodrigues, Joăo Victor Melo Barboza, Cláudio de Góis Nery, Francine do Couto Lima Moreira, Virgílio Moreira Roriz | | Journal of Lasers in Medical Sciences. 2021; 12(1): e11 | | [Pubmed] | [DOI] | | 30 |
Microcirculatory Response to Photobiomodulation—Why Some Respond and Others Do Not: A Randomized Controlled Study |
|
| Lilach Gavish, Oshrit Hoffer, Neta Rabin, Moshe Halak, Simon Shkilevich, Yuval Shayovitz, Gal Weizman, Ortal Haim, Benjamin Gavish, S. David Gertz, Zehava Ovadia-Blechman | | Lasers in Surgery and Medicine. 2020; 52(9): 863 | | [Pubmed] | [DOI] | | 31 |
Post-operative monitoring of free flaps using a low-cost thermal camera: a pilot study |
|
| S. Hummelink, A. S. Kruit, A. R. W. van Vlaenderen, M. J. M. Schreinemachers, W. Steenbergen, D. J. O. Ulrich | | European Journal of Plastic Surgery. 2020; 43(5): 589 | | [Pubmed] | [DOI] | | 32 |
Physiological responses of pigs to preslaughter handling: infrared and thermal imaging applications |
|
| Salvador Flores-Peinado, Daniel Mota-Rojas, Isabel Guerrero-Legarreta, Patricia Mora-Medina, Rosy Cruz-Monterrosa, Jocelyn Gómez-Prado, María Guadalupe Hernández, Jesús Cruz-Playas, Julio Martínez-Burnes | | International Journal of Veterinary Science and Medicine. 2020; 8(1): 71 | | [Pubmed] | [DOI] | | 33 |
Using thermal imaging to measure changes in breast cancer-related lymphoedema during reflexology |
|
| Judith Anne Whatley, Sally Kay | | British Journal of Community Nursing. 2020; 25(Sup10): S6 | | [Pubmed] | [DOI] | | 34 |
DIEP flap breast reconstructions: thermographic assistance as a possibility for perforator mapping and improvement of DIEP flap quality |
|
| Jan Verstockt, Filip Thiessen, Ben Cloostermans, Wiebren Tjalma, Gunther Steenackers | | Applied Optics. 2020; 59(17): E48 | | [Pubmed] | [DOI] | | 35 |
Infrared Thermography as a Diagnostic Tool for Peripheral Artery Disease |
|
| Arjaleena Ilo, Pekka Romsi, Jussi Mäkelä | | Advances in Skin & Wound Care. 2020; 33(9): 482 | | [Pubmed] | [DOI] | | 36 |
Glucose oxidase-based biosensor for glucose detection from biological fluids |
|
| Pankaj Mandpe, Bala Prabhakar, Hunny Gupta, Pravin Shende | | Sensor Review. 2020; 40(4): 497 | | [Pubmed] | [DOI] | | 37 |
Millikelvin-resolved ambient thermography |
|
| Kechao Tang, Kaichen Dong, Christopher J. Nicolai, Ying Li, Jiachen Li, Shuai Lou, Cheng-Wei Qiu, David H. Raulet, Jie Yao, Junqiao Wu | | Science Advances. 2020; 6(50) | | [Pubmed] | [DOI] | | 38 |
Aquatic Osteopathy Treatment Assessment by Infrared Thermography on Healthy Subjects After Thermoneutral Water Immersion |
|
| X. Maxel, F. Girollet, L. Stubbe, E. Boudot, L. Darraillans, J.L. Bodnar | | Journal of Chiropractic Medicine. 2019; 18(3): 188 | | [Pubmed] | [DOI] | | 39 |
A Novel Thermochromic Liquid Crystal Fabric Design for the Early Detection of High-Risk Foot Complications |
|
| Jonathan D. LeSar, Nilin M. Rao, Nicholas M. Williams, Jeffrey P. Pantano, Melissa L. Ricci, Lawrence S. Osher, Vincent J. Hetherington, Jill S. Kawalec | | Journal of the American Podiatric Medical Association. 2017; 107(3): 200 | | [Pubmed] | [DOI] | | 40 |
THE USE OF INFRARED THERMOGRAPHY IN MODERN MEDICINE (Literature Review) |
|
| I S Kozhevnikova, M N Pankov, A V Gribanov, L F Startseva, N A Ermoshina | | Ekologiya cheloveka (Human Ecology). 2017; 24(2): 39 | | [Pubmed] | [DOI] | | 41 |
Biomechanical and Thermographic Analysis in the Transtibial Prosthesis Socket - Stump Interface |
|
| Jozef Živcák, Radovan Hudák, Viktória Rajtúková | | Acta Mechanica Slovaca. 2015; 19(2): 18 | | [Pubmed] | [DOI] | | 42 |
Ultraflexible, large-area, physiological temperature sensors for multipoint measurements |
|
| Tomoyuki Yokota, Yusuke Inoue, Yuki Terakawa, Jonathan Reeder, Martin Kaltenbrunner, Taylor Ware, Kejia Yang, Kunihiko Mabuchi, Tomohiro Murakawa, Masaki Sekino, Walter Voit, Tsuyoshi Sekitani, Takao Someya | | Proceedings of the National Academy of Sciences. 2015; 112(47): 14533 | | [Pubmed] | [DOI] | | 43 |
Imaging techniques to evaluate cell therapy in peripheral artery disease: state of the art and clinical trials |
|
| Vincenzo Grimaldi,Concetta Schiano,Amelia Casamassimi,Alberto Zullo,Andrea Soricelli,Francesco Paolo Mancini,Claudio Napoli | | Clinical Physiology and Functional Imaging. 2014; : n/a | | [Pubmed] | [DOI] | | 44 |
Assessment of Lower Limb Prosthesis through Wearable Sensors and Thermography |
|
| Andrea Cutti,Paolo Perego,Marcello Fusca,Rinaldo Sacchetti,Giuseppe Andreoni | | Sensors. 2014; 14(3): 5041 | | [Pubmed] | [DOI] | | 45 |
The formation of friction blisters on the foot: the development of a laboratory-based blister creation model |
|
| Farina Hashmi, Barry S Richards, Saeed Forghany, Anna L Hatton, Christopher J Nester | | Skin Research and Technology. 2013; 19(1): e479 | | [VIEW] | [DOI] | | 46 |
Image analysis and processing methods in verifying the correctness of performing low-invasive esthetic medical procedures |
|
| Robert Koprowski,Slawomir Wilczynski,Arkadiusz Samojedny,Zygmunt Wróbel,Anna Deda | | BioMedical Engineering OnLine. 2013; 12(1): 51 | | [Pubmed] | [DOI] | | 47 |
Infrared thermal imaging as a novel evaluation method for deep vein thrombosis in lower limbs |
|
| Fangge Deng,Qing Tang,Yujiang Zheng,Guangqiao Zeng,Nanshan Zhong | | Medical Physics. 2012; 39(12): 7224 | | [Pubmed] | [DOI] | | 48 |
Medical applications of infrared thermography: A review |
|
| B.B. Lahiri,S. Bagavathiappan,T. Jayakumar,John Philip | | Infrared Physics & Technology. 2012; 55(4): 221 | | [Pubmed] | [DOI] | | 49 |
Coming events cast their shadows before: detecting inflammation in the acute diabetic foot and the foot in remission : Coming Events Cast Their Shadows Before |
|
| Manish Bharara, Jeffrey Schoess, David G. Armstrong | | Diabetes/Metabolism Research and Reviews. 2012; 28: 15 | | [VIEW] | [DOI] | | 50 |
Infrared thermal imaging as a novel evaluation method for deep vein thrombosis in lower limbs |
|
| Deng, F. and Tang, Q. and Zheng, Y. and Zeng, G. and Zhong, N. | | Medical Physics. 2012; 39(12): 7224-7231 | | [Pubmed] | | 51 |
Medical applications of infrared thermography: A review |
|
| Lahiri, B.B. and Bagavathiappan, S. and Jayakumar, T. and Philip, J. | | Infrared Physics and Technology. 2012; 55(4): 221-235 | | [Pubmed] | | 52 |
Thermal imaging in medicine |
|
| Iznita Izhar, L. and Petrou, M. | | Advances in Imaging and Electron Physics. 2012; 171: 41-114 | | [Pubmed] | | 53 |
Coming events cast their shadows before: Detecting inflammation in the acute diabetic foot and the foot in remission |
|
| Bharara, M. and Schoess, J. and Armstrong, D.G. | | Diabetes/Metabolism Research and Reviews. 2012; 28(SUPPL. 1): 15-20 | | [Pubmed] | | 54 |
Improved radiometric performance attained by an elliptical microwave antenna with suction |
|
| Klemetsen, O. and Jacobsen, S. | | IEEE Transactions on Biomedical Engineering. 2012; 59(1): 263-271 | | [Pubmed] | | 55 |
Thermoregulation and Thermography in Neonatal Physiology and Disease |
|
| Knobel, R.B., Guenther, B.D., Rice, H.E. | | Biological Research for Nursing. 2011; 13(3): 274-282 | | [Pubmed] | | 56 |
The application of infrared thermography in evaluation of patients at high risk for lower extremity peripheral arterial disease |
|
| Chi-Lun Huang, Yen-Wen Wu, Chueh-Lung Hwang, Yuh-Shiun Jong, Chia-Lun Chao, Wen-Jone Chen, Ying-Tai Wu, Wei-Shiung Yang | | Journal of Vascular Surgery. 2011; | | [VIEW] | [DOI] | | 57 |
Comparison of standard mammography with digital mammography and digital infrared thermal imaging for breast cancer screening | [Meme kanseri taramasi{dotless}nda standart mamografi ile dijital mamografi ve dijital infrared termal görüntülemenin karşi{dotless}laşti{dotless}nlmasi{dotless}] |
|
| Köşüş, N., Köşüş, A., Duran, M., Simavli, S., Turhan, N. | | Journal of the Turkish German Gynecology Association Artemis. 2010; 11(3): 152-157 | | [Pubmed] | | 58 |
Thermology 2009 - A computer- assisted literature survey |
|
| Ammer, K. | | Thermology International. 2010; 20(1): 5-27 | | [Pubmed] | |
|
 |
|
|
|
|