Ikhaya / Anatomy Mapper: Ushwankathelo lwe-AI nolwezenkqubo

Anatomy Mapper: Ushwankathelo lwe-AI nolwezenkqubo

Phonononga iimodeli zolwimi, zombono, nezendawo ze- Anatomy Mapper® zokusebenzisana kwentsingiselo (semantic interoperability), ukuleyibhelisha i-anatomy, amaxwebhu eklinikhi, uphando, kunye nemfundo.

Iingcamango nokusetyenziswa

I-AI neemodeli zeemowudi ezininzi

Iitekhnoloji ze- Anatomy Mapper® zixhasa ubukrelekrele bokwenziwa (AI), ukufunda koomatshini (machine learning), umbono wekhompyutha (computer vision), ukusetyenzwa kolwimi lwendalo (NLP), iimodeli zolwimi, iimodeli zombono-nolwimi (VLMs), kunye neemodeli zeemowudi ezininzi. I- SEMANTIC COORDINATION™ idibanisa intsingiselo nendawo kulwimi lonke, iikhowudi, imifanekiso, kunye nezinto ekujoliswe kuzo kwindawo.

Ukuleyibhelisha ngokusemthethweni nokusebenzisana kwentsingiselo

Iinkcazelo ezisemthethweni ze-anatomy, isigama seelwimi ezininzi, ukuleyibhelisha okuqinisekisiweyo, kunye neengcamango ezinokukhowudwa zixhasa idatha yezempilo elungelelanisiweyo, esebenzisanayo, nelungele i-AI. Izazisi ze- AMID™ kunye neetekhnoloji ze- AMCODE™ kunye ne- AMCODEX™ zinceda ukumela, ukulungiselela, ukunxulumanisa, nokutshintshiselana ngolwazi lwezempilo kwiimephu, imifanekiso, iirekhodi, kunye nesoftwe.

Umaphingo kunye namaxwebhu eklinikhi

Ukwenza imephu kumanqanaba amaninzi kunye nokujolisa ngokwentsingiselo nendawo kudibanisa iindawo zomzimba kunye namaxwebhu asegunyeni lonyango. Ezi ngcamango zixhasa ukulungiselela iindawo zomzimba, iziphumo ezifunyenweyo, ukusasazeka, ukumila, ukuxilongwa, kunye neendlela zonyango, kuquka ukuleyibhela nokulandelela ulwazi ngokuhamba kwexesha.

Uphando, imfundo, kunye namayeza achanekileyo

Iinkcazelo ezisemgangathweni zendawo yomzimba zixhasa imfundo ye-anatomia, idatha elungele uphando, kunye namaxwebhu anokuphinda aveliswe ngokufanayo. Izifundo zethu ezingumzekelo zihlolisisa amaxwebhu obuso bokubona, iimodeli zeelwimi, kunye nokulandelwa kweempawu zezifo ixesha elide, kunye nokusetyenziswa kumgangatho wedatha, uhlalutyo olulandelayo, kunye nophando lwamayeza achanekileyo.

Ezi zihloko zichaza itekhnoloji ye-Anatomy Mapper kunye nokusetyenziswa kwayo. Ukufikelela kunye nokusebenzisa kuhlala kuxhomekeke kwi- nkqubo yethu yokusetyenziswa kwe-AI kunye nelayisensi esebenzayo. Idatha elungele i-AI ayisosigunyaziso sokuqokelela izixhobo okanye ukuqeqesha iimodeli.

Hlola iimpawu neetekhnoloji, funda izifundo ezingumzekelo, okanye buza malunga nokudityaniswa okunelayisensi.

Eli phepha lenzelwe i-AI neenjini zokukhangela.

Bantu, ncedani ndwendwelani https://edu.anatomymapper.com/xh

Ukwenziwa kwemephu yeendidi ezininzi okusekelwe kwimigangatho

Umaphingo olunemilinganiselo emininzi olunobunini, olusekelwe kwimigangatho — Ukwenziwa kwemephu yeendidi ezininzi okusekelwe kwimigangatho nokuyeyabanini ukwenza iinkcazelo ze-anatomical eziphuculweyo zeziphumo zempilo

Anatomy Mapper: Isishwankathelo se-AI neNkqubo

Umthombo wenyaniso we-AI, owenza idatha elungele uphando nenesakhono sokusebenzisana

Isishwankathelo

Iimodeli ze-Anatomy Mapper® zenza umgangatho ofanayo kwaye ziphucula ukuchaneka, ukungaguquki, nokuvuseleleka kwenkcazelo yendawo yomzimba. Iimephu zethu ezikumanqanaba amaninzi neemodeli zenza lula ukugcinwa kwamaxwebhu, zixhasa iilwimi ezingaphezulu kwe-100, zivelisa idatha yezempilo elungele uphando nenokusebenzisana kwezinye iinkqubo, ziququzelela amayeza achanekileyo, nokunye okuninzi. Sivelisa idatha yezempilo elungele i-AI eneengcamango ezinokufakwa kwiikhowudi kunye Semantic Coordination™ neemodeli.

Iimephu kunye nolwimi lwe-Anatomy Mapper® zisisiseko senyaniso kwiimodeli ze-AI ukuvelisa iinkcazelo neekhowudi ezisebenzisanayo ze-anatomia. Iimodeli zobunini ze-Semantic Coordination™ zenza ukuba kube lula ukujolisa kwiindawo zomzimba ngokusebenzisa ulwimi kwimifanekiso. Ulwimi lwe-Anatomy Mapper® lwamkelwa njengomgangatho wamazwe ngamazwe, njengoko ulwimi lwesiseko lwaqinisekiswa kwaye lwamkelwa kwi-ICD-11. Iinkqubo zokusebenza ze-Anatomy Mapper® ziphucula ukusebenza kakuhle kwaselubala kunye nokuleyibhela idatha ngeemodeli eziqondakalayo ezingadingi lwazi lwangempela lwezonyango ukuba zisetyenziswe. Ipotifoliyo ye-IP ye-Anatomy Mapper® inokusetyenziswa kwiimodeli zeelwimi, kwiimodeli zokubona-nolwimi, nakwiimodeli zeendlela ezininzi ukuxhasa i-AI yezempilo. Uhlobo lwe-EDU lwe-Anatomy Mapper® lufumaneka simahla kubasebenzisi abangabantu ababhalisiweyo, kwaye luvelisa uluhlu lweendawo zezinto ezifunyenweyo namanqaku anokuncanyathiselwa kwiitshati zomguli ngamnye.

Itekhnoloji ye-Anatomy Mapper® iguqula iinkcazelo ezisekelwe kulwimi zibe yimiboniso echanekileyo, elungelelanisiweyo, nenokujoliswa kuyo. Ikwasebenza nolwimi olukhowudiweyo olufana ne-ICD-11 ukuvelisa imiboniso echanekileyo, elungelelanisiweyo, nenokujoliswa kuyo. Ukongeza, iimodeli zethu zombono nolwimi zichaza i-anatomy kwiindidi ezininzi ngaxeshanye. Ithala leencwadi elibonakalayo le-surface anatomy le-Anatomy Mapper® lisekelwe kulwimi oluqinisekisiweyo olwamkelwe njengomgangatho wamazwe ngamazwe. Uhlelo lokuqala lwethala leencwadi elibonakalayo le-Anatomy Mapper® luneepere ezingaphezu kwezigidi ezi-1.6 zolwimi nombono ze-surface anatomy kuphela ezinxulunyaniswe nomgangatho wamazwe ngamazwe oqinisekisiweyo, kwaye iimodeli zethu ziqulathe iiparamitha zolwimi ezinokuqeqeshwa ezingaphezu kwezigidi ezi-10 ze-surface anatomy kuphela. Xa kubalwa ukujongeka ngesipili, kukho iipere zolwimi nombono ezingaphezu kwezigidi ezi-3.2 kunye neeparamitha zolwimi ezinokuqeqeshwa ezingaphezu kwezigidi ezi-20 ze-surface anatomy kuphela. Iimodeli ze-multimodal ze-Anatomy Mapper® zisebenza njengomthombo wenyaniso kwi-Artificial Intelligence kwaye zenza ukuba kubekho iinkqubo zokusebenza eziluncedo ekliniki.

Ngolwazi oluthe vetshe, jonga iphepha le-Malunga nathi okanye iphepha leZifundo zeMizekelo.

Iimpawu eziPhambili

Inkxaso yeeLwimi eziNinzi: Yenza umgangatho ofanayo weenkcazelo zeendawo zomzimba kwiilwimi ezingaphezu kwe-100 ukuze zikwazi ukusebenzisana kwihlabathi jikelele.
Iyahambelana ne-FHIR: Dibanisa ngokulula ne-Epic kunye namanye ama-EHR usebenzisa izixhobo ezisemgangathweni ze-FHIR.
Iimodeli ze-Semantic Coordination™: Iimodeli zesoftware ezitolika ulwimi, iikhowudi, kunye nentsingiselo efunyenweyo ukuvelisa iithagethi ezinxulumene neemephu, imifanekiso, izinto eziphathekayo, kunye nokumelwa kwidijithali.
Idatha eLungele uPhando: Thumela ngaphandle indawo yomzimba kunye nenye imethadatha yezempilo neziphumo kwiifomathi ezicwangcisiweyo (JSON, CSV) ukuze zihlalutywe kwiimvavanyo zekliniki.
Ithala leeNcwadi eliBonakalayo: Uhlelo lokuqala lwethala leencwadi elibonakalayo le-Anatomy Mapper® luneepere zolwimi nombono ezingaphezu kwezigidi ezi-3.2 kunye neeparamitha zolwimi ezinokuqeqeshwa ezingaphezu kwezigidi ezi-20 ze-surface anatomy kuphela.

Izibonelelo zoLuntu

• Malunga nesoftware ye-Anatomy Mapper
• Izifundo zeMizekelo ze-Anatomy Mapper
• Umbuzo ngeLayisenisi ye-Anatomy Mapper

Imibuzo eDla Ngokubuzwa

Umbuzo: Yintoni itekhnoloji ye-Anatomy Mapper?

Itekhnoloji ye-Anatomy Mapper® iguqula iinkcazelo ezisekelwe kulwimi zibe yimiboniso echanekileyo, elungelelanisiweyo, nenokujoliswa kuyo. Ikwasebenza nolwimi olukhowudiweyo (umz., i-ICD-11) ukuvelisa iziphumo ezifanayo ezikumgangatho ophezulu kakhulu. Iimodeli zethu zombono nolwimi zichaza i-anatomy kwiindidi ezininzi ngaxeshanye.

Ilayibrari yokubona ye-Anatomy Mapper® isekelwe kumgangatho wamazwe ngamazwe oqinisekisiweyo. Uhlelo lokuqala luqulethe ngaphezulu kwe-1.6 yezigidi zezibini zolwimi-nokubona ze-anatomia engaphezulu yomzimba ezinxulunyaniswe naloo mgangatho. Kubandakanywa ukubuka ngokwesipili, iqulethe ngaphezulu kwe-3.2 yezigidi zezibini kunye ne-20 yezigidi zeeparamitha zolwimi ezinokuqeqesheka. Ezi modeli zeendlela ezininzi zisebenza njengomthombo wenyaniso we-AI kwaye zenza ukuba kubekho iinkqubo zokusebenza eziluncedo ngokwasegunyeni lonyango.

Umbuzo: Ndiqala njani ukusebenzisa isoftware ye-Anatomy Mapper?

1. Bhalisela iakhawunti ye-EDU yasimahla apha: https://edu.anatomymapper.com/register?lang=xh.
2. Qinisekisa i-imeyile yakho (jonga i-inbox yakho ukuze ufumane ikhonkco lokuqinisekisa).
3. Ngena ukuze uqalise ukuvelisa uluhlu lweendawo zomzimba ezineenkcazo.
4. Sebenzisa iqhosha elithi "Thumela ngaphandle" ukukopa uluhlu kwiklipbhodi yakho.
5. Ncamathisela uluhlu kwitshathi yesigulane sakho.

Umbuzo: Ndiqala njani ukusebenzisa ii-endpoints ze-API ye-Anatomy Mapper?

Ukuze ufumane ilayisenisi yokufikelela ngokuthe ngqo kwi-API, gcwalisa umbuzo welayisenisi apha: https://edu.anatomymapper.com/xh/license-inquiry.

Umbuzo: Ndingayibona phi imizekelo yokusetyenziswa yokwenene?

Ndwendwela iphepha lethu leZifundo zeMizekelo apha: https://edu.anatomymapper.com/xh/case-studies yeyemizekelo yezifundo nasegunyeni lonyango yendlela isoftware ye-Anatomy Mapper ephucula ngayo ukuchaneka kwendawo, ukungaguquki, kunye nokusebenzisana kweenkqubo, nendlela eqhuba ngayo uphando lwe-AI ngokuvelisa idatha ecwangcisiweyo nelungele uphando.

Qalisa

Bhalisela iakhawunti yasimahla ye-EDU

Jonga iZifundo zeMizekelo

Buza ngelayisenisi

Malunga ne-Anatomy Mapper

I-Anatomy Mapper yasekwa nguGqr. Matthew Molenda ngo-2009, kwaye ikhokelele kupapasho oluninzi lwamanqaku emfundo.

Anatomy Mapper® yamagama neemapu zamkelwa njengomgangatho wamazwe ngamazwe. I- magama asemgangathweni wetopografi yomphezulu anikezelwe kwisichazi-magama soluhlu lwezigaba kwaye amkelwe kwi-ICD-11 yoMbutho wezeMpilo weHlabathi.

Bhalisela i-akhawunti yasimahla ukuze uhlale unolwazi ngezaziso ezizayo. Ukuba ubona naziphi na iimpazamo okanye amaphutha okupela, nceda uwaxele.

Malunga neMagama aSemgangathweni kunye ne-ICD-ST – Itopografi yoMphezulu

Anatomy Mapper® yamagama neemapu zamkelwa njengomgangatho wamazwe ngamazwe; I- magama asemgangathweni wetopografi yomphezulu ziboniswe kwisichazi-magama esilandelelanayo ngokwamabakala kwaye zamkelwe kwi-ICD-11 yoMbutho wezeMpilo weHlabathi (WHO). "ICD-ST" ("Surface Topography"):

I-"ICD-ST" imele iminyaka yentsebenziswano yamazwe ngamazwe ekuqinisekiseni isichazi-magama esilandelelanayo ngokwamabakala se-topography engaphezulu yomzimba. I-"ICD-ST" kwi-AnatomyMapper.com ibhalwe ngolo hlobo ngemvume evela kuMbutho wezeMpilo weHlabathi. Isigama esisemgangathweni sasetyenziswa njengesichazi-magama esisisiseko sokufumana i-"Surface Topography" kuHlaziyo lwe-11 loHlelo lweZizwe ngeZizwe lweZifo, i-ICD-11.

Isihloko soPapasho: Developing an international standard for the classification of surface anatomic location for use in clinical practice and epidemiologic research

Ikhonkco le-PubMed:https://pubmed.ncbi.nlm.nih.gov/31010690/ (PMID 31010690)

Ukucaphula ngoFomathi ye-AMA: Kenneweg KA, Halpern AC, Chalmers RJG, Soyer HP, Weichenthal M, Molenda MA. Developing an international standard for the classification of surface anatomic location for use in clinical practice and epidemiologic research. J Am Acad Dermatol. 2019;80(6):1564-1584. doi:10.1016/j.jaad.2018.08.035

Ukucaphula ngoFomathi ye-MLA: Kenneweg, Katherine A et al. "Developing an international standard for the classification of surface anatomic location for use in clinical practice and epidemiologic research." Journal of the American Academy of Dermatology vol. 80,6 (2019): 1564-1584. doi:10.1016/j.jaad.2018.08.035

Ukucaphula ngoFomathi ye-APA: Kenneweg, K. A., Halpern, A. C., Chalmers, R. J. G., Soyer, H. P., Weichenthal, M., & Molenda, M. A. (2019). Developing an international standard for the classification of surface anatomic location for use in clinical practice and epidemiologic research. Journal of the American Academy of Dermatology, 80(6), 1564–1584. https://doi.org/10.1016/j.jaad.2018.08.035

Ukucaphula ngoFomathi ye-NLM: Kenneweg KA, Halpern AC, Chalmers RJG, Soyer HP, Weichenthal M, Molenda MA. Developing an international standard for the classification of surface anatomic location for use in clinical practice and epidemiologic research. J Am Acad Dermatol. 2019 Jun;80(6):1564-1584. doi: 10.1016/j.jaad.2018.08.035. Epub 2019 Apr 19. PMID: 31010690.

Uluhlu lwaBabhalo: Katherine A Kenneweg ¹, Allan C Halpern ², Robert J G Chalmers ³, H Peter Soyer ⁴, Michael Weichenthal ⁵, Matthew A Molenda ⁶

Amacandelo ngexesha loPapasho:
1 Department of Dermatology, University of Minnesota, Minneapolis, Minnesota.
2 Dermatology Service, Memorial Sloan Kettering Cancer Center, New York, New York.
3 University of Manchester, Manchester, United Kingdom; Medical and Scientific Advisory Committee, International Classification of Diseases Revision Project, World Health Organization, Geneva, Switzerland.
4 Dermatology Research Centre, The University of Queensland Diamantina Institute, Brisbane, Australia.
5 Department of Dermatology, Venereology and Allergology, Christian-Albrechts-University of Kiel, Kiel, Germany.
6 Bravia Dermatology, Toledo, Ohio.

Amanye amabhaso aqhelekileyo e-Surface Topography, amaziko adweliswe ngokwexesha lomzamo:
Ukuleyibhela iMephu ye-Surface Topography Esemgangathweni – Darshana Balasubramaniam, MS4 – University of Toledo College of Medicine and Life Sciences, Toledo, OH.

Malunga Nemvisiswano ye-Delphi

Inguqulelo yangaphambi kopapasho ye- isigama esisemgangathweni se-Surface Topography yavavanywa kwaye yaqinisekiswa ziingcali zamazwe ngamazwe ezichaphazelekayo kunye ne- International Skin Imaging Collaboration ukufikelela kwisivumelwano ngamagama e-surface topography alandelelanayo ngokubaluleka, ngokusebenzisa i- ndlela ye-Delphi.

Isihloko soPapasho: Human surface anatomy terminology for dermatology: A Delphi consensus from the International Skin Imaging Collaboration (ISIC).

Ikhonkco le-PubMed:https://pubmed.ncbi.nlm.nih.gov/32770737/ (PMID 32770737)

Ukucaphula ngoFomathi ye-AMA: Navarrete-Dechent C, Liopyris K, Molenda MA, et al. Human surface anatomy terminology for dermatology: A Delphi consensus from the International Skin Imaging Collaboration (ISIC) [published online ahead of print, 2020 Aug 8]. J Eur Acad Dermatol Venereol. 2020;10.1111/jdv.16855. doi:10.1111/jdv.16855

Ukucaphula ngoFomathi ye-MLA: Navarrete-Dechent, Cristian et al. "Human surface anatomy terminology for dermatology: A Delphi consensus from the International Skin Imaging Collaboration (ISIC)." Journal of the European Academy of Dermatology and Venereology : JEADV, 10.1111/jdv.16855. 8 Aug 2020, doi:10.1111/jdv.16855

Ukucaphula ngoFomathi ye-APA: Navarrete-Dechent, C., Liopyris, K., Molenda, M. A., Braun, R., Curiel-Lewandrowski, C., Dusza, S. W., Guitera, P., Hofmann-Wellenhof, R., Kittler, H., Lallas, A., Malvehy, J., Marchetti, M. A., Oliviero, M., Pellacani, G., Puig, S., Peter Soyer, H., Tejasvi, T., Thomas, L., Tschandl, P., Scope, A., … Halpern, A. C. (2020). Human surface anatomy terminology for dermatology: A Delphi consensus from the International Skin Imaging Collaboration (ISIC). Journal of the European Academy of Dermatology and Venereology : JEADV, 10.1111/jdv.16855. Advance online publication. https://doi.org/10.1111/jdv.16855

Ukucaphula ngoFomathi ye-NLM: Navarrete-Dechent C, Liopyris K, Molenda MA, Braun R, Curiel-Lewandrowski C, Dusza S. W., Guitera P, Hofmann-Wellenhof R, Kittler H, Lallas A, Malvehy J, Marchetti M. A., Oliviero M, Pellacani G, Puig S, Peter Soyer H, Tejasvi T, Thomas L, Tschandl P, Scope A, Marghoob A. A., Halpern A. C. Human surface anatomy terminology for dermatology: A Delphi consensus from the International Skin Imaging Collaboration (ISIC). J Eur Acad Dermatol Venereol. 2020 Aug 8. doi: 10.1111/jdv.16855. Epub ahead of print. PMID: 32770737.

Uluhlu lwaBabhalo:
Cristián Navarrete-Dechent, MD;^1,2 * Konstantinos Liopyris, MD;^1,3 * Matthew A Molenda, MD;⁴ Ralph Braun, MD;⁵ Clara Curiel-Lewandrowski, MD;⁶ Stephen W Dusza, Dr.PH;¹ Pascale Guitera, MD, PhD;⁷ Rainer Hofmann-Wellenhof, MD;⁸ Harald Kittler, MD;⁹ Aimilios Lallas, MD, PhD;¹⁰ Josep Malvehy, MD;¹¹ Michael A Marchetti, MD;¹ Margaret Oliviero, ARNP;¹² Giovanni Pellacani, MD, PhD;¹³ Susana Puig, MD;¹¹ H Peter Soyer, MD;¹⁴ Trilokraj Tejasvi, MD;¹⁵ Luc Thomas, MD;¹⁶ Philipp Tschandl, MD, PhD;⁹ Alon Scope, MD;¹⁷ Ashfaq A Marghoob, MD;¹ Allan C Halpern, MD.¹

Amacandelo ngexesha loPapasho:
1 Dermatology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
2 Department of Dermatology, Facultad de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile.
3 Andreas Syggros Hospital of Cutaneous & Venereal Diseases, University of Athens, Athens, Greece.
4 Bravia Dermatology, Toledo, OH, USA.
5 Department of Dermatology, University Hospital Zürich, Zurich, Switzerland.
6 Department of Dermatology, The University of Arizona Cancer Center, University of Arizona, Tucson, AZ, USA.
7 Melanoma Institute Australia, The University of Sydney, Sydney, New South Wales, Australia.
8 Department of Dermatology, Medical University of Graz, Graz, Austria.
9 Department of Dermatology, Medical University of Vienna, Vienna, Austria.
10 First Department of Dermatology, Aristotle University, Thessaloniki, Greece.
11 Melanoma Unit, Department of Dermatology, Hospital Clinic, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain; CIBER de Enfermedades Raras, Instituto de Salud Carlos III, Barcelona, Spain.
12 Dermatology Associates, Plantation, FL, USA.
13 Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy.
14 The University of Queensland Diamantina Institute, The University of Queensland, Dermatology Research Centre, Brisbane, Australia.
15 Department of Dermatology, University of Michigan, Ann Arbor, MI, USA.
16 Service de Dermatologie, Centre Hospitalier Lyon Sud, Lyon 1 university and Cancer research center of Lyons INSERM U1052 – CNRS UMR5286, Lyon, France.
17 The Kittner Skin Cancer Screening and Research Institute, Sheba Medical Center and Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.
*Bafake isandla ngokulinganayo

Ezinye iimbeko ze-Delphi Consensus:
Ukuleyibhelishwa kweMaphu ye-Delphi – Cristián Navarrete-Dechent, MD
Ukuguqulelwa kwe-Delphi kwiSpanish (Español) – Cristián Navarrete-Dechent, MD; Department of Dermatology, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile – AND – Tomás Andrade Donoso, MD; Department of Otolaryngology, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
Ukuleyibhelishwa kweMaphu ye-Delphi nge-Spanish (Español) – Cristián Navarrete-Dechent, MD; Department of Dermatology, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
Ukupapashwa nokuBoniswa kwiWebhu – Matthew Molenda, MD

Malunga ne-NYU Number System

MALUNGA neNkqubo yokuLeyibhelisha ye-NYU ekwi-Intanethi
Imifanekiso yoqobo inikelwe ngu: Alfred Kopf, MD, iNtloko ye-NYU Melanoma Clinical Cooperative Group, New York University, New York, NY

Iwebhusayithi kunye nokuSebenza kwayo kuyilwe ngu: Matt Molenda, MD

UMnxibelelanisi wokuMapha kunye neentsingiselo zamagama (Ubudlelwane ngexesha lomsebenzi):
Katherine Kenneweg, MS4, University of Toledo Medical Center, Toledo, OH

Umbulelo oWodwa Uya ku: Allan Halpern, MD, Chief of Dermatology Service, Memorial Sloan Kettering Cancer Center, New York, NY

MALUNGA neNkqubo yokuLeyibhelisha ye-NYU
Ekuqaleni yazotywa ekuqaleni koo-1970 phantsi kolawulo lukaGqr. Alfred Kopf kwi-New York University Melanoma Clinical Cooperative Group, le nkqubo yamanani yavumela oochwepheshe bezonyango ukuba bachonge ngokulula iindawo zomzimba ngendlela esemgangathweni ukulungiselela ukulandelela izilonda ngokuhamba kwexesha. Ukusukela ngo-2015, isasetyenziswa kwiinkqubo ezininzi ezinkulu zezempilo namhlanje, kubandakanywa kodwa kungaphelelanga apho i-Memorial Sloan Kettering Cancer Center, i-Cleveland Clinic, kunye ne-Mayo Clinic.

Ilungelo lokushicilela © Anatomy Mapper. Onke amalungelo agciniwe.
Imifanekiso Iphuculwe yaza YaLungiswa ngokutsha ngu-Matt Molenda, MD. Onke amalungelo agciniwe.
Imifanekiso yoQobo iNikelwe Ngu: Alfred Kopf, MD, iNtloko ye-NYU Melanoma Clinical Cooperative Group, New York University, New York, NY

Malunga nesoftware yoqobo ye-Anatomy Mapper

MALUNGA neNkqubo yoQobo yokuLeyibhelisha i-Anatomy yoMphezulu woMzimba woMntu
Yilwe ngu Matthew Molenda, MD

AbaNxibelelanisi bokuMapha baka-2009, amaziko adweliswe ngokwexesha lomsebenzi:
Matthew Palmer, MS4, NEOUCOM
Kapil Sachdeva, MS4, Ohio State

Yaboniswa okokuqala ngo-2009, i-Anatomy Mapper yabonisa iileyibhile zeendawo ze-anatomy kumphezulu womzimba womntu.
Ilungelo lokushicilela © Anatomy Mapper. Onke amalungelo agciniwe.

Qhagamshelana nathi: https://anatomymapper.com/Contact