<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>0120-5609</journal-id>
<journal-title><![CDATA[Ingeniería e Investigación]]></journal-title>
<abbrev-journal-title><![CDATA[Ing. Investig.]]></abbrev-journal-title>
<issn>0120-5609</issn>
<publisher>
<publisher-name><![CDATA[Facultad de Ingeniería, Universidad Nacional de Colombia.]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0120-56092023000300012</article-id>
<article-id pub-id-type="doi">10.15446/ing.investig.90748</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[An Automatic Approach for Bone Tumor Detection from Non-Standard CT Images]]></article-title>
<article-title xml:lang="es"><![CDATA[Un enfoque automático para la detección de tumores óseos a partir de imágenes de CT no estándar]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Hatice]]></surname>
<given-names><![CDATA[Catai Reis]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Bayram]]></surname>
<given-names><![CDATA[Bulent]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Gumushane University  ]]></institution>
<addr-line><![CDATA[Gumushane ]]></addr-line>
<country>Turkey</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Yildiz Technical University  ]]></institution>
<addr-line><![CDATA[Istanbul ]]></addr-line>
<country>Turkey</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2023</year>
</pub-date>
<volume>43</volume>
<numero>3</numero>
<fpage>1</fpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0120-56092023000300012&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0120-56092023000300012&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0120-56092023000300012&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[ABSTRACT Image processing techniques are applied in many fields of science. This study aims to detect tumors in the foot and create 3D models via computed tomography (CT), as well as to produce biometric data. 1 039 CT images were obtained from a server. The parameters used were a collimation of 64 detectors, a scanning thickness of 0,5-3 mm, and a pixel size of 512 x 512, with a radiometric resolution of the 16-bit gray levels. Noise reduction, segmentation, and morphological analysis were performed on CT scans to detect bone tumors. In addition, this study used digital image processing techniques to create a virtual three-dimensional (3D) model of bone tumors. The performance of our proposal was evaluated by analyzing the receptor operating characteristics (ROC). According to the results, the sensitivity, specificity, and precision in tumor detection were 0,96, 1, and 0,98%, respectively, with a 0,99% average F-measure. Radiologist reports were used for the sake of comparison. The proposed technique for detecting bone tumors of the foot via CT can help radiologists with its increased precision, sensitivity, specificity, and F-measure. This method could improve the diagnosis of foot and ankle tumors by allowing for the multidirectional quantification of abnormalities.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[RESUMEN Las técnicas de procesamiento de imágenes se aplican en muchos campos de la ciencia. El objetivo de este estudio es detectar tumores en el pie y crear modelos 3D mediante tomografia computarizada (CT), así como producir datos biométricos. 1 039 imágenes de CT se obtuvieron de un servidor. Los parámetros utilizados fueron una colimación 64 detectores, un grosor de escaneo de 0,5-3 mm y un tamaño del píxel de 512 x 512, con una resolución radiométrica de niveles de gris de 16 bits. Se realizó reducción de ruido, segmentación y análisis morfológico a imágenes CT para detectar tumores óseos. Adicionalmente, en este estudio se aplicaron técnicas de procesamiento de imágenes digitales para crear un modelo virtual tridimensional (3D) de tumor óseo. El rendimiento de nuestra propuesta se evaluó con base en el análisis de las características operativas del receptor (ROC). Según los resultados, la sensibilidad, la especificidad y la precisión en la detección de tumores fue de 0,96, 1 y 0,98 % respectivamente, con un F-measure promedio de 0,99 %. Se utilizaron reportes de radiología para efectos de comparación. La técnica propuesta para detectar tumores óseos del pie mediane CT puede ayudar a los radiólogos dada su alta precisión, sensibilidad, especificidad y F-measure. Este método puede mejorar el diagnóstico de tumores de pie y tobillo al permitir la cuantificación multidireccional de anomalías.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[CT]]></kwd>
<kwd lng="en"><![CDATA[medical image processing]]></kwd>
<kwd lng="en"><![CDATA[region-growing algorithm]]></kwd>
<kwd lng="en"><![CDATA[bone tumor]]></kwd>
<kwd lng="en"><![CDATA[3D]]></kwd>
<kwd lng="es"><![CDATA[CT]]></kwd>
<kwd lng="es"><![CDATA[procesamiento de imágenes médicas]]></kwd>
<kwd lng="es"><![CDATA[algoritmo de crecimiento de regiones]]></kwd>
<kwd lng="es"><![CDATA[tumor óseo]]></kwd>
<kwd lng="es"><![CDATA[3D]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Aydin]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Kurnaz]]></surname>
<given-names><![CDATA[T. F.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[An alternative method for the particle size distribution: Image processing]]></article-title>
<source><![CDATA[Turkish Journal of Engineering]]></source>
<year>2023</year>
<volume>7</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>108-15</page-range></nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Akcay]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
<name>
<surname><![CDATA[Erenoglu]]></surname>
<given-names><![CDATA[R. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Avsar]]></surname>
<given-names><![CDATA[E. O.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The effect of jpeg compression inclose-range photogrammetry]]></article-title>
<source><![CDATA[International Journal of Engineering and Geosciences]]></source>
<year>2017</year>
<volume>2</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>35-40</page-range></nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bakotic]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Huvos]]></surname>
<given-names><![CDATA[A. G.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Tumors of the bones of the feet: The clinicopathologic features of 150 cases]]></article-title>
<source><![CDATA[Journal of Foot &amp; Ankle Surgery]]></source>
<year>2001</year>
<volume>40</volume>
<numero>5</numero>
<issue>5</issue>
<page-range>277-86</page-range></nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Basile]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Subjective results after surgical treatment for displaced intraarticular calcaneal fractures]]></article-title>
<source><![CDATA[Journal of Foot and Ankle Surgery]]></source>
<year>2012</year>
<volume>51</volume>
<page-range>182-6</page-range></nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bestic]]></surname>
<given-names><![CDATA[J. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Wessell]]></surname>
<given-names><![CDATA[D. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Beaman]]></surname>
<given-names><![CDATA[F. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Cassidy]]></surname>
<given-names><![CDATA[R. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Czuczman]]></surname>
<given-names><![CDATA[G. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Demertzis]]></surname>
<given-names><![CDATA[J. L.]]></given-names>
</name>
<name>
<surname><![CDATA[Lenchik]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Motamedi]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Pierce]]></surname>
<given-names><![CDATA[J. L.]]></given-names>
</name>
<name>
<surname><![CDATA[Sharma]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Sloan]]></surname>
<given-names><![CDATA[A. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Than]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Walker]]></surname>
<given-names><![CDATA[E. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Yung]]></surname>
<given-names><![CDATA[E. Y. K.]]></given-names>
</name>
<name>
<surname><![CDATA[Kransdorf]]></surname>
<given-names><![CDATA[M. J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[ACR appropriateness criteria: Primary bone tumors]]></article-title>
<source><![CDATA[Journal of the American College of Radiology]]></source>
<year>2020</year>
<volume>17</volume>
<numero>5S</numero>
<issue>5S</issue>
<page-range>S226-38</page-range></nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Campbell]]></surname>
<given-names><![CDATA[C. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Leupold]]></surname>
<given-names><![CDATA[R. G.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Tumours and tumour-like conditions of the os calcis]]></article-title>
<source><![CDATA[Orthopedic Clinics of North America]]></source>
<year>1973</year>
<volume>4</volume>
<page-range>145-56</page-range></nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Catal Reis]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
</person-group>
<source><![CDATA[Metric analysis of orthopedic changes of ballerina's foot bones byphotogrammetric techniques]]></source>
<year>2010</year>
<publisher-name><![CDATA[Selcuk University]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Catal Reis]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Detection of foot bone anomaly using medical photogrammetry]]></article-title>
<source><![CDATA[International Journal of Engineering and Geosciences]]></source>
<year>2018</year>
<volume>3</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>001-5</page-range></nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Costelloe]]></surname>
<given-names><![CDATA[C. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Madewell]]></surname>
<given-names><![CDATA[J. E.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Radiography in the initial diagnosis of primary bone tumors]]></article-title>
<source><![CDATA[American Journal of Roentgenology]]></source>
<year>2013</year>
<volume>200</volume>
<page-range>3-7</page-range></nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Diémé]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Dembélé]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Gaye]]></surname>
<given-names><![CDATA[A.M.]]></given-names>
</name>
<name>
<surname><![CDATA[Sarr]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Coundoul]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Gueye]]></surname>
<given-names><![CDATA[A.B.]]></given-names>
</name>
<name>
<surname><![CDATA[Déme]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Sané]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Seye]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Osteosarcoma of the calcaneus: A case report]]></article-title>
<source><![CDATA[Médecine et Chirurgie du Pied]]></source>
<year>2015</year>
<volume>31</volume>
<page-range>69-71</page-range></nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Dogan]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Yakar]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[GIS and three-dimensional modeling for cultural heritages]]></article-title>
<source><![CDATA[International Journal of Engineering and Geosciences]]></source>
<year>2018</year>
<volume>3</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>50-5</page-range></nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Eckstein]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Cicuttini]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Raynauld]]></surname>
<given-names><![CDATA[J.P.]]></given-names>
</name>
<name>
<surname><![CDATA[Waterton]]></surname>
<given-names><![CDATA[J.C.]]></given-names>
</name>
<name>
<surname><![CDATA[Peterfy]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Magnetic resonance imaging (MRI) of articular cartilage in knee osteoarthritis (OA): Morphological assessment]]></article-title>
<source><![CDATA[Osteoarthritis and Cartilage]]></source>
<year>2006</year>
<volume>14</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>46-75</page-range></nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Epstein]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
<name>
<surname><![CDATA[Chandran]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Chou]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Current concepts review: Intra-articular fractures of the calcaneus]]></article-title>
<source><![CDATA[Foot &amp; Ankle International]]></source>
<year>2012</year>
<volume>33</volume>
<page-range>79-86</page-range></nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Esim]]></surname>
<given-names><![CDATA[A. K.]]></given-names>
</name>
<name>
<surname><![CDATA[Kaya]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Alcan]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Determination of malignant melanoma by analysis of variation values]]></article-title>
<source><![CDATA[Turkish Journal of Engineering]]></source>
<year>2019</year>
<volume>3</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>120-6</page-range></nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Foo]]></surname>
<given-names><![CDATA[L. F.]]></given-names>
</name>
<name>
<surname><![CDATA[Raby]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Tumors and tumor-like lesions in the foot and ankle]]></article-title>
<source><![CDATA[Clinical Radiology]]></source>
<year>2005</year>
<volume>60</volume>
<page-range>308-32</page-range></nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gemescu]]></surname>
<given-names><![CDATA[I. N.]]></given-names>
</name>
<name>
<surname><![CDATA[Thierfelder]]></surname>
<given-names><![CDATA[K. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Rehnitz]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Weber]]></surname>
<given-names><![CDATA[M.-A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Imaging features of bone tumors conventional radiographs and MR imaging correlation]]></article-title>
<source><![CDATA[Magnetic Resonance Imaging Clinics of North America]]></source>
<year>2019</year>
<volume>27</volume>
<page-range>753-67</page-range></nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ghafouri-Fard]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Shoorei]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Taheri]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Role of microRNAs in the development, prognosis and therapeutic response of patients with prostate cancer]]></article-title>
<source><![CDATA[Gene]]></source>
<year>2020</year>
<volume>759</volume>
<page-range>144-995</page-range></nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[González]]></surname>
<given-names><![CDATA[R. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Woods]]></surname>
<given-names><![CDATA[R. E.]]></given-names>
</name>
</person-group>
<source><![CDATA[Digital image processing]]></source>
<year>2007</year>
<edition>2</edition>
<publisher-name><![CDATA[Publishing House of Electronics Industry]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Goodyear]]></surname>
<given-names><![CDATA[M. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Krleza-Jeric]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Lemmens]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The declaration of Helsinki]]></article-title>
<source><![CDATA[British Medical Journal]]></source>
<year>2007</year>
<volume>335</volume>
<page-range>624-5</page-range></nlm-citation>
</ref>
<ref id="B20">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gutekunst]]></surname>
<given-names><![CDATA[D. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Ju]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Prior]]></surname>
<given-names><![CDATA[F. W.]]></given-names>
</name>
<name>
<surname><![CDATA[Sinacore]]></surname>
<given-names><![CDATA[D. R.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Reliability of clinically relevant 3D foot bone angles from quantitative computed tomography]]></article-title>
<source><![CDATA[Journal of Foot and Ankle Research]]></source>
<year>2013</year>
<volume>6</volume>
<page-range>38</page-range></nlm-citation>
</ref>
<ref id="B21">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hapani]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Kalola]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Hapani]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Comparative role of CT scan and MR imaging in primary malignant bone tumors]]></article-title>
<source><![CDATA[IOSR Journal of Dental and Medical Sciences]]></source>
<year>2014</year>
<volume>13</volume>
<numero>11</numero>
<issue>11</issue>
<page-range>29-35</page-range></nlm-citation>
</ref>
<ref id="B22">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hasbek]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Salk]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
<name>
<surname><![CDATA[Yucel]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Yucel]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Babacan]]></surname>
<given-names><![CDATA[N. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Which imaging method to choose for detection of bone metastases? Bone scintigraphy, CT, 18F-FDG PET/CT or MR?]]></article-title>
<source><![CDATA[Bozok Medical Journal]]></source>
<year>2013</year>
<volume>3</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>44-50</page-range></nlm-citation>
</ref>
<ref id="B23">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hosseini]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Mirzaei]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Salimi]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
<name>
<surname><![CDATA[Jamshidi]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Babaheidar-ian]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Fallah]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Rampisheh]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Khademian]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Abdol-bahavi]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Bahrabadi]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Ibrahimi]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Hosami]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Tavakoli-Yaraki]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The local and circulating SOX9 as a potential biomarker for the diagnosis of primary bone cancer]]></article-title>
<source><![CDATA[Journal of Bone Oncology]]></source>
<year>2020</year>
<volume>23</volume>
<page-range>100300</page-range></nlm-citation>
</ref>
<ref id="B24">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kamal]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Waryudia]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Effendia]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Kodrat]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Management of aggressive giant cell tumor of calcaneal bone: A case report]]></article-title>
<source><![CDATA[International Journal of Surgery Case Reports]]></source>
<year>2016</year>
<volume>28</volume>
<page-range>176-81</page-range></nlm-citation>
</ref>
<ref id="B25">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kilgore]]></surname>
<given-names><![CDATA[W. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Parrish]]></surname>
<given-names><![CDATA[W. M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Calcaneal tumors and tumor-like conditions]]></article-title>
<source><![CDATA[Foot and Ankle Clinics]]></source>
<year>2005</year>
<volume>10</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>541-65</page-range></nlm-citation>
</ref>
<ref id="B26">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ladd]]></surname>
<given-names><![CDATA[M. L.]]></given-names>
</name>
<name>
<surname><![CDATA[Roth]]></surname>
<given-names><![CDATA[T. D.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Computed tomography and magnetic resonance imaging of bone tumors]]></article-title>
<source><![CDATA[Seminars in Roentgenology]]></source>
<year>2017</year>
<volume>52</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>209-26</page-range></nlm-citation>
</ref>
<ref id="B27">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Lodwick]]></surname>
<given-names><![CDATA[G. S.]]></given-names>
</name>
<name>
<surname><![CDATA[Haun]]></surname>
<given-names><![CDATA[C. L.]]></given-names>
</name>
<name>
<surname><![CDATA[Smith]]></surname>
<given-names><![CDATA[W. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Keller]]></surname>
<given-names><![CDATA[R. F.]]></given-names>
</name>
<name>
<surname><![CDATA[Robertson]]></surname>
<given-names><![CDATA[E. D.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Computer diagnosis of primary bone tumors]]></article-title>
<source><![CDATA[Radiology]]></source>
<year>1963</year>
<volume>80</volume>
<page-range>273-5</page-range></nlm-citation>
</ref>
<ref id="B28">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mehta]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[McBee]]></surname>
<given-names><![CDATA[M. P.]]></given-names>
</name>
<name>
<surname><![CDATA[Mihal]]></surname>
<given-names><![CDATA[D. C.]]></given-names>
</name>
<name>
<surname><![CDATA[England]]></surname>
<given-names><![CDATA[E. B.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Radiographic analysis of bone tumors: a systematic approach]]></article-title>
<source><![CDATA[Seminars in Roentgenology]]></source>
<year>2017</year>
<volume>52</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>194-208</page-range></nlm-citation>
</ref>
<ref id="B29">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mistry]]></surname>
<given-names><![CDATA[K. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Talati]]></surname>
<given-names><![CDATA[B. J.]]></given-names>
</name>
</person-group>
<source><![CDATA[Integrated approach for bone tumor detection from MRI scan imagery]]></source>
<year>2016</year>
<conf-name><![CDATA[ International Conference on Signal and Information Processing]]></conf-name>
<conf-loc>Vishnupuri, India </conf-loc>
</nlm-citation>
</ref>
<ref id="B30">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Nahm]]></surname>
<given-names><![CDATA[F.S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Receiver operating characteristic curve: overview and practical use for clinicians]]></article-title>
<source><![CDATA[Korean Journal of Anesthesiology]]></source>
<year>2022</year>
<volume>75</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>25-36</page-range></nlm-citation>
</ref>
<ref id="B31">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Nishikawa]]></surname>
<given-names><![CDATA[R. M.]]></given-names>
</name>
</person-group>
<source><![CDATA[Computer-assisted detection and diagnosis]]></source>
<year>2005</year>
<publisher-name><![CDATA[Wiley]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B32">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Nurtanio]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
<name>
<surname><![CDATA[Astuti]]></surname>
<given-names><![CDATA[E. R.]]></given-names>
</name>
<name>
<surname><![CDATA[Purnama]]></surname>
<given-names><![CDATA[I. K. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Hariadi]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Purno-mo]]></surname>
<given-names><![CDATA[M. H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Classifying cyst and tumor lesion using support vector machine based on dental panoramic images texture features]]></article-title>
<source><![CDATA[IAENG International Journal of Computer Science]]></source>
<year>2013</year>
<volume>40</volume>
<page-range>1-4</page-range></nlm-citation>
</ref>
<ref id="B33">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ozer]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Aycan]]></surname>
<given-names><![CDATA[O. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Er]]></surname>
<given-names><![CDATA[S. T.]]></given-names>
</name>
<name>
<surname><![CDATA[Tanritanir]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Arikan]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Kabukcuoglu]]></surname>
<given-names><![CDATA[Y. S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Primary tumor and tumor-like lesions of bones of the foot: Single-center experience of 166 cases]]></article-title>
<source><![CDATA[Journal of Foot &amp; Ankle Surgery]]></source>
<year>2017</year>
<volume>56</volume>
<page-range>1180-7</page-range></nlm-citation>
</ref>
<ref id="B34">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Parker]]></surname>
<given-names><![CDATA[E. R.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The influence of climate change on skin cancer incidence - A review of the evidence]]></article-title>
<source><![CDATA[International Journal of Women's Dermatology]]></source>
<year>2021</year>
<volume>7</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>17-27</page-range></nlm-citation>
</ref>
<ref id="B35">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pirak]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Brandeisky]]></surname>
<given-names><![CDATA[J. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Simon]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Khaladj]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Elastofibroma in the rear foot: A case report of a rare soft tissue tumor]]></article-title>
<source><![CDATA[Journal of Foot &amp; Ankle Surgery]]></source>
<year>2020</year>
<volume>59</volume>
<page-range>587-9</page-range></nlm-citation>
</ref>
<ref id="B36">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Plodkowski]]></surname>
<given-names><![CDATA[A. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Arimatei]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Araujo-Filho]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Simmers]]></surname>
<given-names><![CDATA[C. D. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Girshman]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Raj]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Zheng]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Rimner]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Ginsberg]]></surname>
<given-names><![CDATA[M. S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Pre-treatment CT imaging in stage IIIA lung cancer: Can we predict local recurrence after definitive chemoradiotherapy?]]></article-title>
<source><![CDATA[Clinical Imaging]]></source>
<year>2021</year>
<volume>69</volume>
<page-range>133-8</page-range></nlm-citation>
</ref>
<ref id="B37">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Qiang]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Dai]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Measurement of three-dimensional morphological characteristics of the calcaneus using CT image post-processing]]></article-title>
<source><![CDATA[Journal of Foot and Ankle Research]]></source>
<year>2014</year>
<volume>7</volume>
<page-range>19</page-range></nlm-citation>
</ref>
<ref id="B38">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Reddy]]></surname>
<given-names><![CDATA[K. K.]]></given-names>
</name>
<name>
<surname><![CDATA[Anisha]]></surname>
<given-names><![CDATA[P. R.]]></given-names>
</name>
<name>
<surname><![CDATA[Prasad]]></surname>
<given-names><![CDATA[L. N.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A novel approach for detecting the bone cancer and its stage based on mean intensity and tumor size. Medicine]]></article-title>
<source><![CDATA[Recent Researches in Applied Computer Science]]></source>
<year>2015</year>
<page-range>162-71</page-range></nlm-citation>
</ref>
<ref id="B39">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Riis]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Modern surgical treatment of breast cancer]]></article-title>
<source><![CDATA[Annals of Medicine and Surgery]]></source>
<year>2020</year>
<volume>56</volume>
<page-range>95-107</page-range></nlm-citation>
</ref>
<ref id="B40">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Scotto di Carlo]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Whyte]]></surname>
<given-names><![CDATA[M. P.]]></given-names>
</name>
<name>
<surname><![CDATA[Gianfrancesco]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The two faces of giant cell tumor of bone]]></article-title>
<source><![CDATA[Cancer Letters]]></source>
<year>2020</year>
<volume>489</volume>
<page-range>1-8</page-range></nlm-citation>
</ref>
<ref id="B41">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tasdemir]]></surname>
<given-names><![CDATA[§.]]></given-names>
</name>
<name>
<surname><![CDATA[Ozkan]]></surname>
<given-names><![CDATA[I. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[ANN approach for estimation of cow weight depending on photogrammetric body dimensions]]></article-title>
<source><![CDATA[International Journal of Engineering and Geosciences]]></source>
<year>2019</year>
<volume>4</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>036-44</page-range></nlm-citation>
</ref>
<ref id="B42">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Toepfer]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Tumors of the foot and ankle - A review of the principles of diagnostics and treatment]]></article-title>
<source><![CDATA[Fuß &amp; Sprunggelenk]]></source>
<year>2017</year>
<volume>15</volume>
<page-range>82-96</page-range></nlm-citation>
</ref>
<ref id="B43">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Yan]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Zong]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Chu]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Song]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Primary tumours of the calcaneus (Review)]]></article-title>
<source><![CDATA[Oncology Letters]]></source>
<year>2018</year>
<volume>15</volume>
<page-range>8901-14</page-range></nlm-citation>
</ref>
<ref id="B44">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Young]]></surname>
<given-names><![CDATA[P. S.]]></given-names>
</name>
<name>
<surname><![CDATA[Bell]]></surname>
<given-names><![CDATA[S. W.]]></given-names>
</name>
<name>
<surname><![CDATA[MacDuff]]></surname>
<given-names><![CDATA[E. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Mahendra]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Primary osseous tumors of the hind-foot: Why the delay in diagnosis and should we be concerned]]></article-title>
<source><![CDATA[Clinical Orthopaedics and Related Research]]></source>
<year>2013</year>
<volume>471</volume>
<page-range>871-7</page-range></nlm-citation>
</ref>
<ref id="B45">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Weilbaecher]]></surname>
<given-names><![CDATA[K. N.]]></given-names>
</name>
<name>
<surname><![CDATA[Guise]]></surname>
<given-names><![CDATA[T. A.]]></given-names>
</name>
<name>
<surname><![CDATA[McCauley]]></surname>
<given-names><![CDATA[L. K.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Cancer to bone: A fatal attraction]]></article-title>
<source><![CDATA[Nature Reviews: Cancer]]></source>
<year>2011</year>
<volume>11</volume>
<page-range>411-25</page-range></nlm-citation>
</ref>
<ref id="B46">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zilberman]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Sonkusale]]></surname>
<given-names><![CDATA[S. R.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Microfluidic optoelectronic sensor for salivary diagnostics of stomach cancer]]></article-title>
<source><![CDATA[Biosensors and Bioelectronics]]></source>
<year>2015</year>
<volume>6715</volume>
<page-range>465-71</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
