Machine learning for tissue diagnostics in oncology: brave new world
Machine learning is an exciting technology with broad application in big data analysis, as well as increasingly in specialised healthcare. As a diagnostic tool in tissue workup and pathology, it has the potential for personalised and stratified approaches, but the limitations and pitfalls need to be...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Dokumenttyp: | Article (Journal) |
| Sprache: | Englisch |
| Veröffentlicht: |
09 August 2019
|
| In: |
British journal of cancer
Year: 2019, Jahrgang: 121, Heft: 6, Pages: 431-433 |
| ISSN: | 1532-1827 |
| DOI: | 10.1038/s41416-019-0535-1 |
| Online-Zugang: | Verlag, Volltext: https://doi.org/10.1038/s41416-019-0535-1 Verlag: https://www.nature.com/articles/s41416-019-0535-1 
|
| Verfasserangaben: | Niels Halama |
MARC
| LEADER | 00000caa a2200000 c 4500 | ||
|---|---|---|---|
| 001 | 1678191094 | ||
| 003 | DE-627 | ||
| 005 | 20220816234839.0 | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 191007s2019 xx |||||o 00| ||eng c | ||
| 024 | 7 | |a 10.1038/s41416-019-0535-1 |2 doi | |
| 035 | |a (DE-627)1678191094 | ||
| 035 | |a (DE-599)KXP1678191094 | ||
| 035 | |a (OCoLC)1341244957 | ||
| 040 | |a DE-627 |b ger |c DE-627 |e rda | ||
| 041 | |a eng | ||
| 084 | |a 33 |2 sdnb | ||
| 100 | 1 | |a Halama, Niels |d 1977- |e VerfasserIn |0 (DE-588)13087325X |0 (DE-627)507228723 |0 (DE-576)251045706 |4 aut | |
| 245 | 1 | 0 | |a Machine learning for tissue diagnostics in oncology |b brave new world |c Niels Halama |
| 264 | 1 | |c 09 August 2019 | |
| 300 | |a 3 | ||
| 336 | |a Text |b txt |2 rdacontent | ||
| 337 | |a Computermedien |b c |2 rdamedia | ||
| 338 | |a Online-Ressource |b cr |2 rdacarrier | ||
| 500 | |a Gesehen am 07.10.2019 | ||
| 520 | |a Machine learning is an exciting technology with broad application in big data analysis, as well as increasingly in specialised healthcare. As a diagnostic tool in tissue workup and pathology, it has the potential for personalised and stratified approaches, but the limitations and pitfalls need to be better understood and characterised especially in this critical area of medical care. | ||
| 773 | 0 | 8 | |i Enthalten in |t British journal of cancer |d Edinburgh : Nature Publ. Group, 1947 |g 121(2019), 6, Seite 431-433 |h Online-Ressource |w (DE-627)320420094 |w (DE-600)2002452-6 |w (DE-576)103746854 |x 1532-1827 |7 nnas |a Machine learning for tissue diagnostics in oncology brave new world |
| 773 | 1 | 8 | |g volume:121 |g year:2019 |g number:6 |g pages:431-433 |g extent:3 |a Machine learning for tissue diagnostics in oncology brave new world |
| 856 | 4 | 0 | |u https://doi.org/10.1038/s41416-019-0535-1 |x Verlag |x Resolving-System |3 Volltext |
| 856 | 4 | 0 | |u https://www.nature.com/articles/s41416-019-0535-1 |x Verlag |
| 951 | |a AR | ||
| 992 | |a 20191007 | ||
| 993 | |a Article | ||
| 994 | |a 2019 | ||
| 998 | |g 13087325X |a Halama, Niels |m 13087325X:Halama, Niels |d 910000 |d 910100 |d 50000 |e 910000PH13087325X |e 910100PH13087325X |e 50000PH13087325X |k 0/910000/ |k 1/910000/910100/ |k 0/50000/ |p 1 |x j |y j | ||
| 999 | |a KXP-PPN1678191094 |e 3519936852 | ||
| BIB | |a Y | ||
| SER | |a journal | ||
| JSO | |a {"title":[{"title":"Machine learning for tissue diagnostics in oncology","title_sort":"Machine learning for tissue diagnostics in oncology","subtitle":"brave new world"}],"physDesc":[{"extent":"3 S."}],"relHost":[{"part":{"volume":"121","text":"121(2019), 6, Seite 431-433","issue":"6","pages":"431-433","year":"2019","extent":"3"},"physDesc":[{"extent":"Online-Ressource"}],"title":[{"subtitle":"BJC","title_sort":"British journal of cancer","title":"British journal of cancer"}],"disp":"Machine learning for tissue diagnostics in oncology brave new worldBritish journal of cancer","origin":[{"dateIssuedDisp":"1947-","dateIssuedKey":"1947","publisherPlace":"Edinburgh ; Edinburgh","publisher":"Nature Publ. Group ; Churchill Livingstone"}],"id":{"issn":["1532-1827"],"zdb":["2002452-6"],"eki":["320420094"]},"recId":"320420094","type":{"media":"Online-Ressource","bibl":"periodical"},"pubHistory":["Volume 1, issue 1 (1 March 1947)-"],"titleAlt":[{"title":"BJC"}],"note":["Gesehen am 27.10.25"],"language":["eng"]}],"person":[{"display":"Halama, Niels","family":"Halama","role":"aut","given":"Niels"}],"language":["eng"],"note":["Gesehen am 07.10.2019"],"name":{"displayForm":["Niels Halama"]},"origin":[{"dateIssuedKey":"2019","dateIssuedDisp":"09 August 2019"}],"type":{"media":"Online-Ressource","bibl":"article-journal"},"id":{"eki":["1678191094"],"doi":["10.1038/s41416-019-0535-1"]},"recId":"1678191094"} | ||
| SRT | |a HALAMANIELMACHINELEA0920 | ||