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  • Amgad, MEmory University,Emory Univ, GA USA,UCL Canc Inst, England; Icahn Sch Med Mt Sinai, NY 10029 USA (author)

Report on computational assessment of Tumor Infiltrating Lymphocytes from the International Immuno-Oncology Biomarker Working Group

  • Article/chapterEnglish2020

Publisher, publication year, extent ...

  • 2020-05-12
  • Springer Science and Business Media LLC,2020

Numbers

  • LIBRIS-ID:oai:prod.swepub.kib.ki.se:144083512
  • http://kipublications.ki.se/Default.aspx?queryparsed=id:144083512URI
  • https://doi.org/10.1038/s41523-020-0154-2DOI
  • https://lup.lub.lu.se/record/b5845f7d-3a31-4964-a587-210fd46c1b89URI
  • https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-173522URI

Supplementary language notes

  • Language:English
  • Summary in:English

Part of subdatabase

Classification

  • Subject category:ref swepub-contenttype
  • Subject category:art swepub-publicationtype

Notes

  • Funding Agencies|National Institutes of Health National Cancer Institute (NCI)United States Department of Health & Human ServicesNational Institutes of Health (NIH) - USANIH National Cancer Institute (NCI) [U01CA220401, U24CA19436201]; Breast Cancer Research Foundation (BCRF) [17-194]; NCIUnited States Department of Health & Human ServicesNational Institutes of Health (NIH) - USANIH National Cancer Institute (NCI) [1UG3CA225021, 1U24CA215109, 1U24CA199374-01, R01CA202752-01A1, R01CA208236-01A1, R01 CA21657901A1, R01 CA220581-01A1, 1U01 CA239055-01, Leidos 14 x 138]; National Center for Research ResourcesUnited States Department of Health & Human ServicesNational Institutes of Health (NIH) - USANIH National Center for Research Resources (NCRR) [1 C06 RR12463-01]; VA Merit Review Award from the United States Department of Veterans Affairs Biomedical Laboratory Research and Development Service [IBX004121A]; DOD Prostate Cancer Idea Development Award [W81XWH-15-1-0558]; DOD Lung Cancer InvestigatorInitiated Translational Research Award [W81XWH-18-1-0440]; DOD Peer Reviewed Cancer Research Program [W81XWH-16-1-0329]; Ohio Third Frontier Technology Validation Fund; Wallace H. Coulter Foundation Program in the Department of Biomedical Engineering; Clinical and Translational Science Award Program (CTSA) at Case Western Reserve University; Susan G Komen FoundationSusan G. Komen Breast Cancer Foundation [CCR CCR18547966]; Breast Cancer Alliance; Canadian Cancer Society; DHHS/NCI Cancer Center Support Grant (CCSG)United States Department of Health & Human ServicesNational Institutes of Health (NIH) - USANIH National Cancer Institute (NCI) [P30 CA16672]
  • Assessment of tumor-infiltrating lymphocytes (TILs) is increasingly recognized as an integral part of the prognostic workflow in triple-negative (TNBC) and HER2-positive breast cancer, as well as many other solid tumors. This recognition has come about thanks to standardized visual reporting guidelines, which helped to reduce inter-reader variability. Now, there are ripe opportunities to employ computational methods that extract spatio-morphologic predictive features, enabling computer-aided diagnostics. We detail the benefits of computational TILs assessment, the readiness of TILs scoring for computational assessment, and outline considerations for overcoming key barriers to clinical translation in this arena. Specifically, we discuss: 1. ensuring computational workflows closely capture visual guidelines and standards; 2. challenges and thoughts standards for assessment of algorithms including training, preanalytical, analytical, and clinical validation; 3. perspectives on how to realize the potential of machine learning models and to overcome the perceptual and practical limits of visual scoring.

Subject headings and genre

Added entries (persons, corporate bodies, meetings, titles ...)

  • Stovgaard, ESUniv Copenhagen, Denmark (author)
  • Balslev, EUniv Copenhagen, Denmark (author)
  • Thagaard, JTech Univ Denmark, Denmark; Visiopharm AS, Denmark (author)
  • Chen, WFDA CDRH OSEL, MD USA (author)
  • Dudgeon, SFDA CDRH OSEL, MD USA (author)
  • Sharma, AEmory Univ, GA USA (author)
  • Kerner, JKPathAI, MA USA,Massachusetts Gen Hosp, MA 02114 USA (author)
  • Denkert, CNorthwestern University Feinberg School of Medicine,Philipps Univ Marburg, Germany; Philipps Univ Marburg, Germany; German Canc Consortium DKTK, Germany,Northwestern Univ, IL 60611 USA (author)
  • Yuan, YInst Canc Res, England (author)
  • AbdulJabbar, KInst Canc Res, England (author)
  • Wienert, SPhilipps Univ Marburg, Germany,Univ Texas MD Anderson Canc Ctr, TX 77030 USA (author)
  • Savas, PUniv Melbourne, Australia (author)
  • Voorwerk, LNetherlands Canc Inst, Netherlands (author)
  • Beck, AHPathAI, MA USA (author)
  • Madabhushi, ACase Western Reserve Univ, OH 44106 USA; Louis Stokes Cleveland Vet Adm Med Ctr, OH USA (author)
  • Hartman, JKarolinska Institutet,Karolinska Inst, Sweden; Univ Hosp, Sweden (author)
  • Sebastian, MMUniv Texas MD Anderson Canc Ctr, TX 77030 USA,Ontario Inst Canc Res, Canada; Western Gen Hosp, Scotland (author)
  • Horlings, HMNetherlands Canc Inst, Netherlands (author)
  • Hudecek, JNetherlands Canc Inst, Netherlands (author)
  • Ciompi, FRadboud Univ Nijmegen, Netherlands (author)
  • Moore, DA (author)
  • Singh, RIcahn Sch Med Mt Sinai, NY 10029 USA,NRG Oncol NSABP, PA USA (author)
  • Roblin, EUniv Paris Sud, France (author)
  • Balancin, MLUniv Sao Paulo, Brazil (author)
  • Mathieu, MCGustave Roussy Canc Campus, France (author)
  • Lennerz, JK (author)
  • Kirtani, PManipal Hosp Dwarka, India (author)
  • Chen, ICNatl Taiwan Univ, Taiwan (author)
  • Braybrooke, JPUniv Oxford, England; Univ Hosp Bristol NHS Fdn Trust, England (author)
  • Pruneri, GIst Nazl Tumori, Italy; Univ Milan, Italy (author)
  • Demaria, SWeill Cornell Med Coll, NY USA (author)
  • Adams, SNYU Langone Med Ctr, NY USA (author)
  • Schnitt, SJBrigham & Womens Hosp, MA 02115 USA,SUNY Stony Brook, NY 11794 USA (author)
  • Lakhani, SRUniv Queensland, Australia,Univ Melbourne, Australia; GZA ZNA Ziekenhuizen, Belgium (author)
  • Rojo, FCIBERONC Inst Invest Sanitaria Fdn Jimenez Diaz I, Spain; GEICAM Spanish Breast Canc Res Grp, Spain (author)
  • Comerma, LCIBERONC Inst Invest Sanitaria Fdn Jimenez Diaz I, Spain; GEICAM Spanish Breast Canc Res Grp, Spain (author)
  • Badve, SSIndiana Univ Sch Med, IN 46202 USA (author)
  • Khojasteh, MRoche Tissue Diagnost, CA USA (author)
  • Symmans, WF (author)
  • Sotiriou, CUniv Libre Bruxelles ULB, Belgium; Univ Libre Bruxelles, Belgium (author)
  • Gonzalez-Ericsson, PVanderbilt Univ, TN USA (author)
  • Pogue-Geile, KLNRG Oncol NSABP, PA USA (author)
  • Kim, RS (author)
  • Rimm, DLYale Univ, CT 06510 USA (author)
  • Viale, GEuropean Inst Oncol IRCCS, Italy; State Univ Milan, Italy (author)
  • Hewitt, SMNCI, MD 20892 USA,Univ Paris Saclay, France; Univ Paris Sud, France (author)
  • Bartlett, JMS (author)
  • Penault-Llorca, FCtr Jean Perrin, France; Univ Clermont Auvergne, France (author)
  • Goel, SPeter MacCallum Canc Ctr, Australia (author)
  • Lien, HCNatl Taiwan Univ Hosp, Taiwan (author)
  • Loibl, SGBG Forsch GmbH, Germany (author)
  • Kos, ZBC Canc, Canada (author)
  • Loi, SUniv Melbourne, Australia; Peter MacCallum Canc Ctr, Australia (author)
  • Hanna, MGMem Sloan Kettering Canc Ctr, NY 10021 USA (author)
  • Michiels, S (author)
  • Kok, MNetherlands Canc Inst, Netherlands; Netherlands Canc Inst, Netherlands (author)
  • Nielsen, TOUniv British Columbia, Canada (author)
  • Lazar, AJUniv Texas MD Anderson Canc Ctr, TX 77030 USA; Univ Texas MD Anderson Canc Ctr, TX 77030 USA; Univ Texas MD Anderson Canc Ctr, TX 77030 USA; Univ Texas MD Anderson Canc Ctr, TX 77030 USA (author)
  • Bago-Horvath, ZMed Univ Vienna, Austria (author)
  • Kooreman, LFSMaastricht Univ, Netherlands; Maastricht Univ, Netherlands (author)
  • van der Laak, JeroenLinköpings universitet,Avdelningen för diagnostik och specialistmedicin,Medicinska fakulteten,Centrum för medicinsk bildvetenskap och visualisering, CMIV,Region Östergötland, Klinisk patologi,Radboud Univ Nijmegen, Netherlands(Swepub:liu)jerva26 (author)
  • Saltz, J (author)
  • Gallas, BDFDA CDRH OSEL, MD USA (author)
  • Kurkure, URoche Tissue Diagnost, CA USA (author)
  • Barnes, MRoche Diagnost Informat Solut, CA USA (author)
  • Salgado, R (author)
  • Cooper, LAD (author)
  • Ehinger, AnnaLund University,Lunds universitet,Tumörmikromiljö,Sektion I,Institutionen för kliniska vetenskaper, Lund,Medicinska fakulteten,LUCC: Lunds universitets cancercentrum,Övriga starka forskningsmiljöer,Patologi, Lund,Sektion V,Institutionen för kliniska vetenskaper, Lund,Tumor microenvironment,Section I,Department of Clinical Sciences, Lund,Faculty of Medicine,LUCC: Lund University Cancer Centre,Other Strong Research Environments,Pathology, Lund,Section V,Department of Clinical Sciences, Lund(Swepub:lu)pat-amm (creator_code:cre_t)
  • Emory UniversityEmory Univ, GA USA (creator_code:org_t)
  • International Immuno-Oncology Biomarker Working Group

Related titles

  • In:NPJ breast cancer: Springer Science and Business Media LLC6:1, s. 16-2374-4677

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