Handcrafted versus deep learning radiomics for prediction of cancer therapy response

Affiliations

¹ Department of Radiation Oncology, Brigham and Women's Hospital, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02115, USA.
² Department of Radiation Oncology, Brigham and Women's Hospital, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02115, USA; Department of Radiology, Brigham and Women's Hospital, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02115, USA.
³ Department of Radiation Oncology, Brigham and Women's Hospital, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02115, USA. Electronic address: rmak@partners.org.

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Comment

Ahmed Hosny et al. Lancet Digit Health. 2019 Jul.

Free article

. 2019 Jul;1(3):e106-e107.

doi: 10.1016/S2589-7500(19)30062-7. Epub 2019 Jun 27.

¹ Department of Radiation Oncology, Brigham and Women's Hospital, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02115, USA.
² Department of Radiation Oncology, Brigham and Women's Hospital, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02115, USA; Department of Radiology, Brigham and Women's Hospital, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02115, USA.
³ Department of Radiation Oncology, Brigham and Women's Hospital, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02115, USA. Electronic address: rmak@partners.org.

Erratum in

Correction to Lancet Digital Health 2019; 1: e106-07.
[No authors listed] [No authors listed] Lancet Digit Health. 2019 Aug;1(4):e160. doi: 10.1016/S2589-7500(19)30078-0. Epub 2019 Jul 1. Lancet Digit Health. 2019. PMID: 33345804 No abstract available.

No abstract available

An image-based deep learning framework for individualizing radiotherapy dose.
Lou B, Doken S, Zhuang T, Wingerter D, Gidwani M, Mistry N, Ladic L, Kamen A, Abazeed ME. Lou B, et al. Lancet Digit Health. 2019 Jul;1(3):e136-e147. doi: 10.1016/S2589-7500(19)30058-5. Epub 2019 Jun 27. Lancet Digit Health. 2019. PMID: 31448366 Free PMC article.