Dolgin E (2018) Bringing down the cost of cancer treatment. Nature 555(7695):S26–S29. https://doi.org/10.1038/d41586-018-02483-3

CAS  Article  PubMed  Google Scholar 

Prades J, Remue E, van Hoof E, Borras JM (2015) Is it worth reorganising cancer services on the basis of multidisciplinary teams (MDTs)? A systematic review of the objectives and organisation of MDTs and their impact on patient outcomes. Health Policy 119(4):464–474. https://doi.org/10.1016/j.healthpol.2014.09.006

Article  PubMed  Google Scholar 

Orosco RK, Tapia VJ, Califano JA, Clary B, Cohen EEW, Kane C, Lippman SM, Messer K, Molinolo A, Murphy JD, Pang J, Sacco A, Tringale KR, Wallace A, Nguyen QT (2018) Positive surgical margins in the 10 Most common solid cancers. Sci rep-Uk 8. Doi: ARTN 5686 10.1038/s41598–018–23403-5

Jones EA, Simon D, Karancsi T, Balog J, Pringle SD, Takats Z (2019) Matrix assisted rapid evaporative ionization mass spectrometry. Anal Chem 91(15):9784–9791. https://doi.org/10.1021/acs.analchem.9b01441

CAS  Article  PubMed  Google Scholar 

Bunaciu AA, Hoang VD, Aboul-Enein HY (2017) Vibrational micro-spectroscopy of human tissues analysis: review. Crit Rev Anal Chem 47(3):194–203. https://doi.org/10.1080/10408347.2016.1253454

CAS  Article  PubMed  Google Scholar 

Haque A, Faizi MS, Rather JA, Khan MS (2017) Next generation NIR fluorophores for tumor imaging and fluorescence-guided surgery: a review. Bioorg Med Chem 25(7):2017–2034. https://doi.org/10.1016/j.bmc.2017.02.061

CAS  Article  PubMed  Google Scholar 

Wolthuis R, Travo A, Nicolet C, Neuville A, Gaub MP, Guenot D, Ly E, Manfait M, Jeannesson P, Piott O (2008) IR spectral imaging for histopathological characterization of Xenografted human colon carcinomas. Anal Chem 80(22):8461–8469. https://doi.org/10.1021/ac801191x

CAS  Article  PubMed  Google Scholar 

Silva JSF, Silva JYR, de Sa GF, Araujo SS, Filho MAG, Ronconi CM, Santos TC, Junior SA (2018) Multifunctional system polyaniline-decorated ZIF-8 nanoparticles as a new chemo-Photothermal platform for cancer therapy. ACS Omega 3(9):12147–12157. https://doi.org/10.1021/acsomega.8b01067

CAS  Article  PubMed  PubMed Central  Google Scholar 

Oh Y, Quan YH, Choi Y, Kim CK, Kim H, Kim HK, Kim BM (2013) Intraoperative combined color and fluorescent images-based sentinel node mapping in the porcine lung: comparison of indocyanine green with or without albumin premixing. J Thorac Cardiov Sur 146(6):1509–1515. https://doi.org/10.1016/j.jtcvs.2013.02.044

Article  Google Scholar 

Ishizawa T, Fukushima N, Shibahara J, Masuda K, Tamura S, Aoki T, Hasegawa K, Beck Y, Fukayama M, Kokudo N (2009) Real-time identification of liver cancers by using Indocyanine green fluorescent imaging. Cancer 115(11):2491–2504. https://doi.org/10.1002/cncr.24291

Article  PubMed  Google Scholar 

Balan V, Mihai CT, Cojocaru FD, Uritu CM, Dodi G, Botezat D, Gardikiotis I (2019) Vibrational spectroscopy fingerprinting in medicine: from molecular to clinical practice. Materials 12 (18). Doi: ARTN 2884 10.3390/ma12182884.

Bogomolov A, Belikova V, Zabarylo UJ, Bibikova O, Usenov I, Sakharova T, Krause H, Minet O, Feliksberger E, Artyushenko V (2017) Synergy effect of combining fluorescence and mid infrared fiber spectroscopy for kidney tumor diagnostics. Sensors (Basel) 17(11). https://doi.org/10.3390/s17112548

Sojka L, Tang Z, Furniss D, Sakr H, Fang Y, Beres-Pawlik E, Benson TM, Seddon AB, Sujecki S (2017) Mid-infrared emission in Tb3+−doped selenide glass fiber. J Opt Soc Am B 34(3):A70–A79. https://doi.org/10.1364/Josab.34.000a70

CAS  Article  Google Scholar 

Nallala J, Lloyd GR, Hermes M, Shepherd N, Stone N (2017) Enhanced spectral histology in the colon using high-magnification benchtop FTIR imaging. Vib Spectrosc 91:83–91. https://doi.org/10.1016/j.vibspec.2016.08.013

CAS  Article  Google Scholar 

Joro R, Laaperi AL, Dastidar P, Soimakallio S, Kuukasjarvi T, Toivonen T, Saaristo R, Jarvenpaa R (2008) Imaging of breast cancer with mid- and long-wave infrared camera. J Med Eng Technol 32(3):189–197. https://doi.org/10.1080/03091900701234358

CAS  Article  PubMed  Google Scholar 

Paraskevaidi M, Morais CLM, Lima KMG, Ashton KM, Stringfellow HF, Martin-Hirsch PL, Martin FL (2018) Potential of mid-infrared spectroscopy as a non-invasive diagnostic test in urine for endometrial or ovarian cancer. Analyst 143(13):3156–3163. https://doi.org/10.1039/c8an00027a

CAS  Article  PubMed  Google Scholar 

Zohdi V, Whelan DR, Wood BR, Pearson JT, Bambery KR, Black MJ (2015) Importance of tissue preparation methods in FTIR micro-spectroscopical analysis of biological tissues: 'traps for new users'. PLoS One 10(2):e0116491. https://doi.org/10.1371/journal.pone.0116491

CAS  Article  PubMed  PubMed Central  Google Scholar 

Sreedhar H, Varma VK, Nguyen PL, Davidson B, Akkina S, Guzman G, Setty S, Kajdacsy-Balla A, Walsh MJ (2015) High-definition Fourier transform infrared (FT-IR) spectroscopic imaging of human tissue sections towards improving pathology. J Vis Exp 95:52332. https://doi.org/10.3791/52332

CAS  Article  Google Scholar 

Gaydou V, Polette M, Gobinet C, Kileztky C, Angiboust JF, Manfait M, Birernbaut P, Piot O (2016) Vibrational analysis of lung tumor cell lines: implementation of an invasiveness scale based on the cell infrared signatures. Anal Chem 88(17):8459–8467. https://doi.org/10.1021/acs.analchem.6b00590

CAS  Article  PubMed  Google Scholar 

Grosserueschkamp F, Kallenbach-Thieltges A, Behrens T, Bruning T, Altmayer M, Stamatis G, Theegarten D, Gerwert K (2015) Marker-free automated histopathological annotation of lung tumour subtypes by FTIR imaging. Analyst 140(7):2114–2120. https://doi.org/10.1039/c4an01978d

CAS  Article  PubMed  Google Scholar 

Petersen D, Mavarani L, Niedieker D, Freier E, Tannapfel A, Kotting C, Gerwert K, El-Mashtoly SF (2017) Virtual staining of colon cancer tissue by label-free Raman micro-spectroscopy. Analyst 142(8):1207–1215. https://doi.org/10.1039/c6an02072k

CAS  Article  PubMed  Google Scholar 

Perez-Guaita D, Kuligowski J, Quintas G, Garrigues S, de la Guardia M (2013) Atmospheric compensation in Fourier transform infrared (FT-IR) spectra of clinical samples. Appl Spectrosc 67(11):1339–1342. https://doi.org/10.1366/13-07159

CAS  Article  PubMed  Google Scholar 

Hoult RA (2003) Angle of rotation sensor having a rotating annular magnet and two ferritic stator halves United States Patent

Google Scholar 

Hastie T, Tibshirani R, Friedman JH (2009) The elements of statistical learning : data mining, inference, and prediction. Springer series in statistics,, 2nd edn. Springer, New York, NY

Landis JR, Koch GG (1977) The measurement of observer agreement for categorical data. Biometrics 33(1):159–174

CAS  Article  Google Scholar 

Jansen-Winkeln B, Holfert N, Kohler H, Moulla Y, Takoh JP, Rabe SM, Mehdorn M, Barberio M, Chalopin C, Neumuth T, Gockel I (2019) Determination of the transection margin during colorectal resection with hyperspectral imaging (HSI). Int J Color Dis 34(4):731–739. https://doi.org/10.1007/s00384-019-03250-0

Article  Google Scholar 

Chan KLA, Kazarian SG (2016) Attenuated total reflection Fourier-transform infrared (ATR-FTIR) imaging of tissues and live cells. Chem Soc Rev 45(7):1850–1864. https://doi.org/10.1039/c5cs00515a

CAS  Article  Google Scholar 

Smialowski P, Frishman D, Kramer S (2010) Pitfalls of supervised feature selection. Bioinformatics 26(3):440–443. https://doi.org/10.1093/bioinformatics/btp621

CAS  Article  PubMed  Google Scholar 

Hendry S, Salgado R, Gevaert T, Russell PA, John T, Thapa B, Christie M, van de Vijver K, Estrada MV, Gonzalez-Ericsson PI, Sanders M, Solomon B, Solinas C, Van den Eynden G, Allory Y, Preusser M, Hainfellner J, Pruneri G, Vingiani A, Demaria S, Symmans F, Nuciforo P, Comerma L, Thompson EA, Lakhani S, Kim SR, Schnitt S, Colpaert C, Sotiriou C, Scherer SJ, Ignatiadis M, Badve S, Pierce RH, Viale G, Sirtaine N, Penault-Llorca F, Sugie T, Fineberg S, Paik S, Srinivasan A, Richardson A, Wang Y, Chmielik E, Brock J, Johnson DB, Balko J, Wienert S, Bossuyt V, Michiels S, Ternes N, Burchardi N, Luen SJ, Savas P, Klauschen F, Watson PH, Nelson BH, Criscitiello C, O'Toole S, Larsimont D, de Wind R, Curigliano G, Andre F, Lacroix-Triki M, van de Vijver M, Rojo F, Floris G, Bedri S, Sparano J, Rimm D, Nielsen T, Kos Z, Hewitt S, Singh B, Farshid G, Loibl S, Allison KH, Tung N, Adams S, Willard-Gallo K, Horlings HM, Gandhi L, Moreira A, Hirsch F, Dieci MV, Urbanowicz M, Brcic I, Korski K, Gaire F, Koeppen H, Lo A, Giltnane J, Rebelatto MC, Steele KE, Zha J, Emancipator K, Juco JW, Denkert C, Reis-Filho J, Loi S, Fox SB (2017) Assessing tumor-infiltrating lymphocytes in solid tumors: a practical review for pathologists and proposal for a standardized method from the international Immunooncology biomarkers working group: part 1: assessing the host immune response, TILs in invasive breast carcinoma and ductal carcinoma in situ, metastatic tumor deposits and areas for further research. Adv Anat Pathol 24(5):235–251. https://doi.org/10.1097/PAP.0000000000000162

Article  PubMed  PubMed Central  Google Scholar