<?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>0378-6420</journal-id>
<journal-title><![CDATA[Revista Venezolana de Cirugía]]></journal-title>
<abbrev-journal-title><![CDATA[RevVenezCir]]></abbrev-journal-title>
<issn>0378-6420</issn>
<publisher>
<publisher-name><![CDATA[Sociedad Venezolana de Cirugía]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0378-64202024000200075</article-id>
<article-id pub-id-type="doi">10.48104/rvc.2024.77.2.4</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[ALGORITMOS DE INTELIGENCIA ARTIFICIAL PARA LA EVALUACIÓN DE MAMOGRAFÍAS: ¿ESTÁN LISTOS? ARTÍCULO DE REVISIÓN]]></article-title>
<article-title xml:lang="en"><![CDATA[Artificial Intelligence Algorithms for Mammography Evaluation. Are they ready?]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Marin]]></surname>
<given-names><![CDATA[Víctor Acosta]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Ramos]]></surname>
<given-names><![CDATA[Oswaldo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Acosta Freites]]></surname>
<given-names><![CDATA[Víctor]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Aponte]]></surname>
<given-names><![CDATA[Orlando]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Korsun]]></surname>
<given-names><![CDATA[Natalie]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Gutierrez]]></surname>
<given-names><![CDATA[Fátima]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Santiago]]></surname>
<given-names><![CDATA[Ana María]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Ramirez]]></surname>
<given-names><![CDATA[Ana Karina]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Marin]]></surname>
<given-names><![CDATA[Carmen Elena]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Acosta]]></surname>
<given-names><![CDATA[Marthelena]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Gonzalez]]></surname>
<given-names><![CDATA[Caren]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Centro Clínico de la Mama - CECLIM  ]]></institution>
<addr-line><![CDATA[Caracas ]]></addr-line>
<country>Venezuela</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Centro Clínico La Sagrada Familia  ]]></institution>
<addr-line><![CDATA[Maracaibo ]]></addr-line>
<country>Venezuela</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Centro de Diagnóstico HIGEA  ]]></institution>
<addr-line><![CDATA[Barquisimeto ]]></addr-line>
<country>Venezuela</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2024</year>
</pub-date>
<volume>77</volume>
<numero>2</numero>
<fpage>75</fpage>
<lpage>79</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://hml-ve.scielo.org/scielo.php?script=sci_arttext&amp;pid=S0378-64202024000200075&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://hml-ve.scielo.org/scielo.php?script=sci_abstract&amp;pid=S0378-64202024000200075&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://hml-ve.scielo.org/scielo.php?script=sci_pdf&amp;pid=S0378-64202024000200075&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[RESUMEN El cáncer de mama representa un importante desafío para la salud mundial, que afecta a millones de mujeres en todo el mundo. Se ha establecido claramente que la detección temprana es crucial para mejorar el pronóstico y la tasa de supervivencia de las pacientes con cáncer de mama. La mamografía es una herramienta de detección ampliamente utilizada para el cáncer de mama, ya que se ha demostrado que detecta eficazmente los tumores antes de que se vuelvan clínicamente palpables. En los últimos años, el uso de algoritmos de inteligencia artificial (IA) en la evaluación de las mamografías ha ganado una atención significativa. Estos algoritmos tienen el potencial de mejorar la precisión y la eficiencia de la detección del cáncer de mama al ayudar a los radiólogos en la detección y clasificación de lesiones sospechosas, lo que puede ayudar a reducir la carga de trabajo de los radiólogos al automatizar el proceso de detección inicial, además les permite centrarse en casos más complejos.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[ABSTRACT Breast cancer represents a significant global health challenge, impacting millions of women worldwide. It has been well-established that early detection is crucial for improving the prognosis and survival rate of breast cancer patients. Mammography is a widely used screening tool for breast cancer, as it has been shown to effectively detect tumors before they become clinically palpable. In recent years, the use of artificial intelligence (AI) algorithms in the evaluation of mammograms has gained significant attention. These algorithms have the potential to improve the accuracy and efficiency of breast cancer screening by assisting radiologists in the detection and classification of suspicious lesions, this can help to reduce the workload of radiologists by automating the initial screening process, allowing them to focus on more complex cases.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Cáncer de mama]]></kwd>
<kwd lng="es"><![CDATA[cribado]]></kwd>
<kwd lng="es"><![CDATA[mamografía]]></kwd>
<kwd lng="es"><![CDATA[Inteligencia Artificial]]></kwd>
<kwd lng="es"><![CDATA[algoritmos]]></kwd>
<kwd lng="en"><![CDATA[Breast cancer]]></kwd>
<kwd lng="en"><![CDATA[screening]]></kwd>
<kwd lng="en"><![CDATA[mammography]]></kwd>
<kwd lng="en"><![CDATA[Artificial Intelligence]]></kwd>
<kwd lng="en"><![CDATA[algorithms]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<label>1</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bray]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Laversanne]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Sung]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Global cancer statistics 2022: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries]]></article-title>
<source><![CDATA[CA Cancer J Clin]]></source>
<year>2024</year>
<volume>74</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>229-63</page-range></nlm-citation>
</ref>
<ref id="B2">
<label>2</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Siegel]]></surname>
<given-names><![CDATA[RL]]></given-names>
</name>
<name>
<surname><![CDATA[Giaquinto]]></surname>
<given-names><![CDATA[AN]]></given-names>
</name>
<name>
<surname><![CDATA[Jemal]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Cancer statistics, 2024]]></article-title>
<source><![CDATA[CA Cancer J Clin]]></source>
<year>2024</year>
<volume>74</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>12-49</page-range></nlm-citation>
</ref>
<ref id="B3">
<label>3</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tot]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
<name>
<surname><![CDATA[Gere]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Hofmeyer]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Bauer]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Pellas]]></surname>
<given-names><![CDATA[U]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The clinical value of detecting microcalcifications on a mammogram]]></article-title>
<source><![CDATA[Semin Cancer Biol]]></source>
<year>2021</year>
<page-range>165-74</page-range></nlm-citation>
</ref>
<ref id="B4">
<label>4</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Brennan]]></surname>
<given-names><![CDATA[PC]]></given-names>
</name>
<name>
<surname><![CDATA[Lee]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
<name>
<surname><![CDATA[Nickson]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
<name>
<surname><![CDATA[Pietrzyk]]></surname>
<given-names><![CDATA[MW]]></given-names>
</name>
<name>
<surname><![CDATA[Ryan]]></surname>
<given-names><![CDATA[EA]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[An Investigation into the Consistency in Mammographic Density Identification by Radiologists: Effect of Radiologist Expertise and Mammographic Appearance]]></article-title>
<source><![CDATA[J Digit Imaging]]></source>
<year>2015</year>
<volume>28</volume>
<numero>5</numero>
<issue>5</issue>
<page-range>626-32</page-range></nlm-citation>
</ref>
<ref id="B5">
<label>5</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Logan]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Kennedy]]></surname>
<given-names><![CDATA[P.J.]]></given-names>
</name>
<name>
<surname><![CDATA[Catchpoole]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A review of the machine learning datasets in mammography, their adherence to the FAIR principles and the outlook for the future]]></article-title>
<source><![CDATA[Sci Data]]></source>
<year>2023</year>
<volume>10</volume>
<page-range>595</page-range></nlm-citation>
</ref>
<ref id="B6">
<label>6</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hickman]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Woitek]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Le]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Im]]></surname>
<given-names><![CDATA[Y R.]]></given-names>
</name>
<name>
<surname><![CDATA[Luxhøj]]></surname>
<given-names><![CDATA[C M.]]></given-names>
</name>
<name>
<surname><![CDATA[Avilés-Rivero]]></surname>
<given-names><![CDATA[A I.]]></given-names>
</name>
<name>
<surname><![CDATA[Baxter]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Mackay]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Gilbert]]></surname>
<given-names><![CDATA[F J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Machine Learning for Workflow Applications in Screening Mammography: Systematic Review and Meta-Analysis]]></article-title>
<source><![CDATA[Radiological Society of North America]]></source>
<year>2022</year>
<volume>302</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>88-104</page-range></nlm-citation>
</ref>
<ref id="B7">
<label>7</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Schaffter]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Buist]]></surname>
<given-names><![CDATA[D S.]]></given-names>
</name>
<name>
<surname><![CDATA[Lee]]></surname>
<given-names><![CDATA[C I.]]></given-names>
</name>
<name>
<surname><![CDATA[Nikulin]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Ribli]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Guan]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Lotter]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms]]></article-title>
<source><![CDATA[American Medical Association]]></source>
<year>2020</year>
<volume>3</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>e200265</page-range></nlm-citation>
</ref>
<ref id="B8">
<label>8</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Larsen]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Olstad]]></surname>
<given-names><![CDATA[CF]]></given-names>
</name>
<name>
<surname><![CDATA[Koch]]></surname>
<given-names><![CDATA[HW]]></given-names>
</name>
<name>
<surname><![CDATA[Martiniussen]]></surname>
<given-names><![CDATA[MA]]></given-names>
</name>
<name>
<surname><![CDATA[Hoff]]></surname>
<given-names><![CDATA[SR]]></given-names>
</name>
<name>
<surname><![CDATA[Lund-Hanssen]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[AI Risk Score on Screening Mammograms Preceding Breast Cancer Diagnosis]]></article-title>
<source><![CDATA[Radiology]]></source>
<year>2023</year>
<volume>309</volume>
<numero>1</numero>
<issue>1</issue>
</nlm-citation>
</ref>
<ref id="B9">
<label>9</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Lång]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
<name>
<surname><![CDATA[Josefsson]]></surname>
<given-names><![CDATA[V]]></given-names>
</name>
<name>
<surname><![CDATA[Larsson]]></surname>
<given-names><![CDATA[AM]]></given-names>
</name>
<name>
<surname><![CDATA[Larsson]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Högberg]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
<name>
<surname><![CDATA[Sartor]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Artificial intelligence-supported screen reading versus standard double reading in the Mammography Screening with Artificial Intelligence trial (MASAI): a clinical safety analysis of a randomised, controlled, non-inferiority, single-blinded, screening accuracy study]]></article-title>
<source><![CDATA[Lancet Oncol]]></source>
<year>2023</year>
<volume>24</volume>
<numero>8</numero>
<issue>8</issue>
<page-range>936-44</page-range></nlm-citation>
</ref>
<ref id="B10">
<label>10</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bhinder]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Gilvary]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Madhukar]]></surname>
<given-names><![CDATA[N S.]]></given-names>
</name>
<name>
<surname><![CDATA[Elemento]]></surname>
<given-names><![CDATA[O]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Artificial Intelligence in Cancer Research and Precision Medicine]]></article-title>
<source><![CDATA[American Association for Cancer Research]]></source>
<year>2021</year>
<volume>11</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>900-15</page-range></nlm-citation>
</ref>
<ref id="B11">
<label>11</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Houssami]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
<name>
<surname><![CDATA[Marinovich]]></surname>
<given-names><![CDATA[ML]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[AI for mammography screening: enter evidence from prospective trials]]></article-title>
<source><![CDATA[Lancet Digit Health]]></source>
<year>2023</year>
<volume>5</volume>
<numero>10</numero>
<issue>10</issue>
<page-range>e641-2</page-range></nlm-citation>
</ref>
<ref id="B12">
<label>12</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Arsu]]></surname>
<given-names><![CDATA[VA]]></given-names>
</name>
<name>
<surname><![CDATA[Habel]]></surname>
<given-names><![CDATA[LA]]></given-names>
</name>
<name>
<surname><![CDATA[Achacoso]]></surname>
<given-names><![CDATA[NS]]></given-names>
</name>
<name>
<surname><![CDATA[Buist]]></surname>
<given-names><![CDATA[DSM]]></given-names>
</name>
<name>
<surname><![CDATA[Cord]]></surname>
<given-names><![CDATA[JB]]></given-names>
</name>
<name>
<surname><![CDATA[Esserman]]></surname>
<given-names><![CDATA[LJ]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Comparison of Mammography AI Algorithms with a Clinical Risk Model for 5-year Breast Cancer Risk Prediction: An Observational Study]]></article-title>
<source><![CDATA[Radiology]]></source>
<year>2023</year>
<volume>307</volume>
<numero>5</numero>
<issue>5</issue>
</nlm-citation>
</ref>
</ref-list>
</back>
</article>
