Using multiple real-world dermoscopic photographs of one lesion improves melanoma classification via deep learning
Gespeichert in:
| Hauptverfasser: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
|---|---|
| Dokumenttyp: | Article (Journal) |
| Sprache: | Englisch |
| Veröffentlicht: |
May 2024
|
| In: |
Journal of the American Academy of Dermatology
Year: 2024, Jahrgang: 90, Heft: 5, Pages: 1028-1031 |
| ISSN: | 1097-6787 |
| DOI: | 10.1016/j.jaad.2023.11.065 |
| Online-Zugang: | Verlag, lizenzpflichtig, Volltext: https://doi.org/10.1016/j.jaad.2023.11.065 Verlag, lizenzpflichtig, Volltext: https://www.sciencedirect.com/science/article/pii/S0190962224000483 
|
| Verfasserangaben: | Achim Hekler, Roman C. Maron, Sarah Haggenmüller, Max Schmitt, Christoph Wies, Jochen S. Utikal, Friedegund Meier, Sarah Hobelsberger, Frank F. Gellrich, Mildred Sergon, Axel Hauschild, Lars E. French, Lucie Heinzerling, Justin G. Schlager, Kamran Ghoreschi, Max Schlaak, Franz J. Hilke, Gabriela Poch, Sören Korsing, Carola Berking, Markus V. Heppt, Michael Erdmann, Sebastian Haferkamp, Konstantin Drexler, Dirk Schadendorf, Wiebke Sondermann, Matthias Goebeler, Bastian Schilling, Jakob N. Kather, Eva Krieghoff-Henning, Titus J. Brinker |
MARC
| LEADER | 00000caa a2200000 c 4500 | ||
|---|---|---|---|
| 001 | 1912917564 | ||
| 003 | DE-627 | ||
| 005 | 20250716220309.0 | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 241218s2024 xx |||||o 00| ||eng c | ||
| 024 | 7 | |a 10.1016/j.jaad.2023.11.065 |2 doi | |
| 035 | |a (DE-627)1912917564 | ||
| 035 | |a (DE-599)KXP1912917564 | ||
| 035 | |a (OCoLC)1528015397 | ||
| 040 | |a DE-627 |b ger |c DE-627 |e rda | ||
| 041 | |a eng | ||
| 084 | |a 33 |2 sdnb | ||
| 100 | 1 | |a Hekler, Achim |e VerfasserIn |0 (DE-588)1196829314 |0 (DE-627)1678721344 |4 aut | |
| 245 | 1 | 0 | |a Using multiple real-world dermoscopic photographs of one lesion improves melanoma classification via deep learning |c Achim Hekler, Roman C. Maron, Sarah Haggenmüller, Max Schmitt, Christoph Wies, Jochen S. Utikal, Friedegund Meier, Sarah Hobelsberger, Frank F. Gellrich, Mildred Sergon, Axel Hauschild, Lars E. French, Lucie Heinzerling, Justin G. Schlager, Kamran Ghoreschi, Max Schlaak, Franz J. Hilke, Gabriela Poch, Sören Korsing, Carola Berking, Markus V. Heppt, Michael Erdmann, Sebastian Haferkamp, Konstantin Drexler, Dirk Schadendorf, Wiebke Sondermann, Matthias Goebeler, Bastian Schilling, Jakob N. Kather, Eva Krieghoff-Henning, Titus J. Brinker |
| 264 | 1 | |c May 2024 | |
| 300 | |b Illustrationen | ||
| 300 | |a 4 | ||
| 336 | |a Text |b txt |2 rdacontent | ||
| 337 | |a Computermedien |b c |2 rdamedia | ||
| 338 | |a Online-Ressource |b cr |2 rdacarrier | ||
| 500 | |a Online verfügbar: 8. Januar 2024, Artikelversion: 11. April 2024 | ||
| 500 | |a Gesehen am 18.12.2024 | ||
| 650 | 4 | |a artificial intelligence | |
| 650 | 4 | |a deep learning | |
| 650 | 4 | |a dermatology | |
| 650 | 4 | |a dermoscopy | |
| 650 | 4 | |a diagnosis | |
| 650 | 4 | |a diagnostic accuracy | |
| 650 | 4 | |a melanoma | |
| 650 | 4 | |a robustness | |
| 650 | 4 | |a uncertainty estimation | |
| 700 | 1 | |a Maron, Roman C. |e VerfasserIn |0 (DE-588)1198959851 |0 (DE-627)1681173867 |4 aut | |
| 700 | 1 | |a Haggenmüller, Sarah |d 1995- |e VerfasserIn |0 (DE-588)1231946709 |0 (DE-627)1755618042 |4 aut | |
| 700 | 1 | |a Schmitt, Max |e VerfasserIn |4 aut | |
| 700 | 1 | |a Wies, Christoph |e VerfasserIn |0 (DE-588)1307730442 |0 (DE-627)1868667650 |4 aut | |
| 700 | 1 | |a Utikal, Jochen |d 1974- |e VerfasserIn |0 (DE-588)1026463750 |0 (DE-627)726765015 |0 (DE-576)371816580 |4 aut | |
| 700 | 1 | |a Meier, Friedegund |e VerfasserIn |4 aut | |
| 700 | 1 | |a Hobelsberger, Sarah |e VerfasserIn |4 aut | |
| 700 | 1 | |a Gellrich, Frank F. |e VerfasserIn |4 aut | |
| 700 | 1 | |a Sergon, Mildred |e VerfasserIn |4 aut | |
| 700 | 1 | |a Hauschild, Axel |e VerfasserIn |4 aut | |
| 700 | 1 | |a French, Lars E. |e VerfasserIn |4 aut | |
| 700 | 1 | |a Heinzerling, Lucie |e VerfasserIn |4 aut | |
| 700 | 1 | |a Schlager, Justin G. |e VerfasserIn |4 aut | |
| 700 | 1 | |a Ghoreschi, Kamran |e VerfasserIn |4 aut | |
| 700 | 1 | |a Schlaak, Max |e VerfasserIn |4 aut | |
| 700 | 1 | |a Hilke, Franz J. |e VerfasserIn |4 aut | |
| 700 | 1 | |a Poch, Gabriela |e VerfasserIn |4 aut | |
| 700 | 1 | |a Korsing, Sören |e VerfasserIn |4 aut | |
| 700 | 1 | |a Berking, Carola |e VerfasserIn |4 aut | |
| 700 | 1 | |a Heppt, Markus V. |d 1987- |e VerfasserIn |0 (DE-588)1072242346 |0 (DE-627)827081111 |0 (DE-576)43371767X |4 aut | |
| 700 | 1 | |a Erdmann, Michael |e VerfasserIn |4 aut | |
| 700 | 1 | |a Haferkamp, Sebastian |e VerfasserIn |4 aut | |
| 700 | 1 | |a Drexler, Konstantin |e VerfasserIn |4 aut | |
| 700 | 1 | |a Schadendorf, Dirk |d 1960- |e VerfasserIn |0 (DE-588)11142576X |0 (DE-627)499566076 |0 (DE-576)289702275 |4 aut | |
| 700 | 1 | |a Sondermann, Wiebke |e VerfasserIn |4 aut | |
| 700 | 1 | |a Goebeler, Matthias |e VerfasserIn |4 aut | |
| 700 | 1 | |a Schilling, Bastian |e VerfasserIn |4 aut | |
| 700 | 1 | |a Kather, Jakob Nikolas |d 1989- |e VerfasserIn |0 (DE-588)1064064914 |0 (DE-627)812897587 |0 (DE-576)423589091 |4 aut | |
| 700 | 1 | |a Krieghoff-Henning, Eva |d 1976- |e VerfasserIn |0 (DE-588)132407914 |0 (DE-627)52267786X |0 (DE-576)299126706 |4 aut | |
| 700 | 1 | |a Brinker, Titus Josef |d 1990- |e VerfasserIn |0 (DE-588)1156309395 |0 (DE-627)1018860487 |0 (DE-576)502097434 |4 aut | |
| 773 | 0 | 8 | |i Enthalten in |a American Academy of Dermatology |t Journal of the American Academy of Dermatology |d Amsterdam [u.a.] : Elsevier, 1979 |g 90(2024), 5, Seite 1028-1031 |h Online-Ressource |w (DE-627)320411745 |w (DE-600)2001404-1 |w (DE-576)094426791 |x 1097-6787 |7 nnas |
| 773 | 1 | 8 | |g volume:90 |g year:2024 |g number:5 |g pages:1028-1031 |g extent:4 |a Using multiple real-world dermoscopic photographs of one lesion improves melanoma classification via deep learning |
| 856 | 4 | 0 | |u https://doi.org/10.1016/j.jaad.2023.11.065 |x Verlag |x Resolving-System |z lizenzpflichtig |3 Volltext |
| 856 | 4 | 0 | |u https://www.sciencedirect.com/science/article/pii/S0190962224000483 |x Verlag |z lizenzpflichtig |3 Volltext |
| 951 | |a AR | ||
| 992 | |a 20241218 | ||
| 993 | |a Article | ||
| 994 | |a 2024 | ||
| 998 | |g 1156309395 |a Brinker, Titus Josef |m 1156309395:Brinker, Titus Josef |d 50000 |e 50000PB1156309395 |k 0/50000/ |p 31 |y j | ||
| 998 | |g 1064064914 |a Kather, Jakob Nikolas |m 1064064914:Kather, Jakob Nikolas |d 910000 |d 910100 |e 910000PK1064064914 |e 910100PK1064064914 |k 0/910000/ |k 1/910000/910100/ |p 29 | ||
| 998 | |g 11142576X |a Schadendorf, Dirk |m 11142576X:Schadendorf, Dirk |d 50000 |e 50000PS11142576X |k 0/50000/ |p 25 | ||
| 998 | |g 1026463750 |a Utikal, Jochen |m 1026463750:Utikal, Jochen |d 60000 |e 60000PU1026463750 |k 0/60000/ |p 6 | ||
| 998 | |g 1307730442 |a Wies, Christoph |m 1307730442:Wies, Christoph |d 50000 |e 50000PW1307730442 |k 0/50000/ |p 5 | ||
| 998 | |g 1231946709 |a Haggenmüller, Sarah |m 1231946709:Haggenmüller, Sarah |d 60000 |e 60000PH1231946709 |k 0/60000/ |p 3 | ||
| 999 | |a KXP-PPN1912917564 |e 463842404X | ||
| BIB | |a Y | ||
| SER | |a journal | ||
| JSO | |a {"name":{"displayForm":["Achim Hekler, Roman C. Maron, Sarah Haggenmüller, Max Schmitt, Christoph Wies, Jochen S. Utikal, Friedegund Meier, Sarah Hobelsberger, Frank F. Gellrich, Mildred Sergon, Axel Hauschild, Lars E. French, Lucie Heinzerling, Justin G. Schlager, Kamran Ghoreschi, Max Schlaak, Franz J. Hilke, Gabriela Poch, Sören Korsing, Carola Berking, Markus V. Heppt, Michael Erdmann, Sebastian Haferkamp, Konstantin Drexler, Dirk Schadendorf, Wiebke Sondermann, Matthias Goebeler, Bastian Schilling, Jakob N. Kather, Eva Krieghoff-Henning, Titus J. Brinker"]},"origin":[{"dateIssuedKey":"2024","dateIssuedDisp":"May 2024"}],"recId":"1912917564","language":["eng"],"note":["Online verfügbar: 8. Januar 2024, Artikelversion: 11. April 2024","Gesehen am 18.12.2024"],"person":[{"display":"Hekler, Achim","family":"Hekler","given":"Achim","role":"aut"},{"role":"aut","given":"Roman C.","family":"Maron","display":"Maron, Roman C."},{"family":"Haggenmüller","display":"Haggenmüller, Sarah","role":"aut","given":"Sarah"},{"display":"Schmitt, Max","family":"Schmitt","given":"Max","role":"aut"},{"family":"Wies","display":"Wies, Christoph","role":"aut","given":"Christoph"},{"given":"Jochen","role":"aut","display":"Utikal, Jochen","family":"Utikal"},{"role":"aut","given":"Friedegund","family":"Meier","display":"Meier, Friedegund"},{"role":"aut","given":"Sarah","family":"Hobelsberger","display":"Hobelsberger, Sarah"},{"display":"Gellrich, Frank F.","family":"Gellrich","given":"Frank F.","role":"aut"},{"family":"Sergon","display":"Sergon, Mildred","role":"aut","given":"Mildred"},{"family":"Hauschild","display":"Hauschild, Axel","role":"aut","given":"Axel"},{"given":"Lars E.","role":"aut","display":"French, Lars E.","family":"French"},{"display":"Heinzerling, Lucie","family":"Heinzerling","given":"Lucie","role":"aut"},{"family":"Schlager","display":"Schlager, Justin G.","role":"aut","given":"Justin G."},{"display":"Ghoreschi, Kamran","family":"Ghoreschi","given":"Kamran","role":"aut"},{"role":"aut","given":"Max","family":"Schlaak","display":"Schlaak, Max"},{"family":"Hilke","display":"Hilke, Franz J.","role":"aut","given":"Franz J."},{"role":"aut","given":"Gabriela","family":"Poch","display":"Poch, Gabriela"},{"role":"aut","given":"Sören","family":"Korsing","display":"Korsing, Sören"},{"family":"Berking","display":"Berking, Carola","role":"aut","given":"Carola"},{"display":"Heppt, Markus V.","family":"Heppt","given":"Markus V.","role":"aut"},{"family":"Erdmann","display":"Erdmann, Michael","role":"aut","given":"Michael"},{"given":"Sebastian","role":"aut","display":"Haferkamp, Sebastian","family":"Haferkamp"},{"family":"Drexler","display":"Drexler, Konstantin","role":"aut","given":"Konstantin"},{"display":"Schadendorf, Dirk","family":"Schadendorf","given":"Dirk","role":"aut"},{"role":"aut","given":"Wiebke","family":"Sondermann","display":"Sondermann, Wiebke"},{"family":"Goebeler","display":"Goebeler, Matthias","role":"aut","given":"Matthias"},{"given":"Bastian","role":"aut","display":"Schilling, Bastian","family":"Schilling"},{"given":"Jakob Nikolas","role":"aut","display":"Kather, Jakob Nikolas","family":"Kather"},{"family":"Krieghoff-Henning","display":"Krieghoff-Henning, Eva","role":"aut","given":"Eva"},{"role":"aut","given":"Titus Josef","family":"Brinker","display":"Brinker, Titus Josef"}],"type":{"bibl":"article-journal","media":"Online-Ressource"},"physDesc":[{"noteIll":"Illustrationen","extent":"4 S."}],"relHost":[{"corporate":[{"display":"American Academy of Dermatology","role":"aut"}],"id":{"zdb":["2001404-1"],"eki":["320411745"],"issn":["1097-6787"]},"physDesc":[{"extent":"Online-Ressource"}],"title":[{"title":"Journal of the American Academy of Dermatology","title_sort":"Journal of the American Academy of Dermatology","subtitle":"JAAD"}],"type":{"media":"Online-Ressource","bibl":"periodical"},"part":{"extent":"4","year":"2024","volume":"90","text":"90(2024), 5, Seite 1028-1031","pages":"1028-1031","issue":"5"},"disp":"American Academy of DermatologyJournal of the American Academy of Dermatology","titleAlt":[{"title":"JAAD"}],"pubHistory":["1.1979 -"],"note":["Gesehen am 19.02.20"],"recId":"320411745","language":["eng"],"origin":[{"dateIssuedDisp":"1979-","publisher":"Elsevier ; Mosby","dateIssuedKey":"1979","publisherPlace":"Amsterdam [u.a.] ; St. Louis, Mo."}]}],"title":[{"title_sort":"Using multiple real-world dermoscopic photographs of one lesion improves melanoma classification via deep learning","title":"Using multiple real-world dermoscopic photographs of one lesion improves melanoma classification via deep learning"}],"id":{"eki":["1912917564"],"doi":["10.1016/j.jaad.2023.11.065"]}} | ||
| SRT | |a HEKLERACHIUSINGMULTI2024 | ||