@incollection{, 00A8CC5A0B651F4898D248B5C8AE7924 , author={{DominikLenz} and {Paulo César RibeiroBoasquevisque} and {Robson DettmannJarske} and {Célio Siman MafraNunes} and {Isabela Passos PereiraQuintaes,} and {Samuel SantanaSodré} and {Universidade Vila Velha, Espirito Santo, Brazil}}, journal={{Global Journal of Medical Research}}, journal={{GJMR}}2249-46180975-588810.34257/GJMR, address={Cambridge, United States}, publisher={Global Journals Organisation}2333945 } @incollection{b0, , title={{Breast Cancer Facts & Figures}} , journal={{Atlanta}} , year={2019-2020. 2019} , publisher={American Cancer Society INC} } @incollection{b1, , title={{Classification of breast cancer histology images using Convolutional Neural Networks}} , author={{ TAraújo } and { GAresta } and { ECastro } and { JRouco } and { PAguiar } and { CEloy } and { APolónia } and { ACampilho }} , journal={{PLoS One}} 12 6 177544 , year={2017} } @incollection{b2, , title={{Systematic analysis of breast cancer morphology uncovers stromal features associated with survival}} , author={{ AHBeck } and { ARSangoi } and { SLeung } and { RJMarinelli } and { TONielsen } and { MJVan De Vijver } and { RBWest } and { MVan De Rijn } and { DKoller }} , journal={{SciTransl Med}} 201 108 } @incollection{b3, , title={{Replacement of specific markers for apoptosis and necrosis by nuclear morphology for affordable cytometry}} , author={{ RBuzin } and { FEPinto } and { KNieschke } and { AMittag } and { DeAndrade } and { TUEndringer } and { DCTarnok } and { ALenz } and { D }} , journal={{Journal of Immunological Methods}} 1 , year={2015} } @incollection{b4, , title={{CellProfiler: image analysis software for identifying and quantifying cell phenotypes}} , author={{ AECarpenter } and { TRJones } and { MRLamprecht } and { CClarke } and { IHKang } and { OFriman } and { DAGuertin } and { JHChang } and { RALindquist } and { JMoffat } and { PGolland } and { DMSabatini }} , journal={{Genome Biol}} 7 10 , year={2006. 2006 Oct 31} } @incollection{b5, , title={{Computer-aided prognosis on breast cancer with hematoxylin and eosin histopathology images: A review}} , author={{ JMChen } and { YLi } and { JXu } and { LGong } and { LWWang } and { WLLiu } and { JLiu }} , journal={{Tumour Biol}} 1010428317694550 , year={2017} } @incollection{b6, , title={{Opportunities and obstacles for deep learning in biology and medicine}} , author={{ TChing } and { DSHimmelstein } and { BKBeaulieu-Jones } and { AAKalinin } and { BTDo } and { GPWay } and { EFerrero } and { PMAgapow } and { MZietz } and { MMHoffman } and { WXie } and { GLRosen } and { BJLengerich } and { JIsraeli } and { JLanchantin } and { SWoloszynek } and { AECarpenter } and { AShrikumar } and { JXu } and { EMCofer } and { Lavenderca } and { SCTuraga } and { AMAlexandari } and { ZLu } and { DJHarris } and { DDecaprio } and { Qiy } and { AKundaje } and { YPeng } and { LKWiley } and { MhsSegler } and { SBocasm } and { SJSwamidass } and { AHuang } and { AGitter } and { CSGreene }} , journal={{J R Soc Interface}} 15 141 20170387 } @incollection{b7, , title={{An open-source computational tool to automatically quantify immunolabeled retinal ganglion cells}} , author={{ ACDordea } and { MABray } and { AllenKLogan } and { DJFei } and { FMalhotra } and { RGregory } and { MSCarpenter } and { AEBuys } and { ES }} , journal={{Exp Eye Res}} 147 , year={2016} } @incollection{b8, , title={{Reconstructing cell cycle and disease progression using deep learning}} , author={{ PEulenberg } and { NKöhler } and { TBlasi } and { AFilby } and { AECarpenter } and { PaulRees } and { FJTheis } and { FAWolf }} , journal={{Nat Commun}} 8 463 , year={2017} } @incollection{b9, , title={{Breast Cancer Multi-classification from Histopathological Images with Structured Deep Learning Model}} , author={{ ZHan } and { BWei } and { YZheng } and { YYin } and { KLi } and { SLi }} , journal={{Sci Rep}} 7 1 4172 , year={2017 23} } @incollection{b10, , title={{An open-source solution for advanced imaging flow cytometry data analysis using machine learning}} , author={{ HHennig } and { PRees } and { TBlasi } and { LKamentsky } and { JHung } and { DDao } and { AECarpenter } and { AFilby }} , journal={{Methods}} 112 , year={2017} } @incollection{b11, , title={{The future of telepathology for the developing world}} , author={{ CLHitchcock }} , journal={{Arch Pathol Lab Med}} 135 2 , year={2011} } @book{b12, , title={{Incidência do Câncer no Brasil}} , year={2018. 2017} , publisher={INCA} , address={INCA, Brasil; Rio de Janeiro} } @book{b13, , title={{Scoring diverse cellular morphologies in image-based screens with iterative feedback and machine learning}} , author={{ TRJones } and { AECarpenter } and { MRLamprecht } and { JMoffat } and { SJSilver } and { JKGrenier } and { ABCastoreno } and { USEggert } and { DERoot } and { PGolland } and { DMSabatini }} } @book{b14, , title={{}} , author={{ UProcnatlacadsci } and { SA }} , year={2009 10} 106 } @incollection{b15, , title={{CellProfiler: free, versatile software for automated biological image analysis}} , author={{ MRLamprecht } and { DMSabatini } and { AECarpenter }} , journal={{Biotechniques}} 42 1 , year={2007} } @incollection{b16, , author={{ DLenz } and { LSGasparini } and { NDMacedo } and { EFPimentel } and { MFronza } and { VLJunior } and { WSBorges } and { ERCole } and { TUAndrade } and { Endringerdc }} , booktitle={{vitro cell viability by CellProfiler ® software as equivalent to MTT assay}} , year={2017} 13 365 } @incollection{b17, , title={{Breast cancer characterization based on image classification of tissue sections visualized under low magnification}} , author={{ CLoukas } and { SKostopoulos } and { ATanoglidi } and { DGlotsos } and { CSfikas } and { DCavouras }} , journal={{Comput Math Methods Med}} 829461 , year={2013} } @incollection{b18, , title={{Nuclear shape and orientation features from H&E images predict survival in early-stage estrogen receptor-positive breast cancers}} , author={{ CLu } and { Romo-Buchelid } and { XWang } and { AJanowczyk } and { SGanesan } and { Gilmoreh } and { DRimm } and { AMadabhushi }} , journal={{Lab Invest}} 98 11 , year={2018} } @incollection{b19, , title={{Enhanced CellClassifier: a multi-class classification tool for microscopy images}} , author={{ BMisselwitz } and { GStrittmatter } and { BPeriaswamy } and { MCSchlumberger } and { SRout } and { PHorvath } and { KKozak } and { WDHardt }} , journal={{BMC Bioinformatics}} 11 30 , year={2010} } @book{b20, , title={{Automated image analysis in histopathology: a valuable tool in medical diagnostics. Expert VerMolDiagn}} , author={{ LMulrane } and { ERexhepaj } and { SPenney } and { JJCallanan } and { WMGallagher }} , year={2008 Nov} 8 } @incollection{b21, , title={{Artificial intelligence in medical imaging: threat or opportunity? Radiologists again at the forefront of innovation in medicine}} , author={{ FPesapane } and { MCodari } and { FSardanelli }} , journal={{EurRadiol Exp}} 2 1 35 , year={2018} } @incollection{b22, , title={{A Deep Learning Based Strategy for Identifying and Associating Mitotic Activity with Gene Expression Derived Risk Categories in Estrogen Receptor Positive Breast Cancers}} , author={{ DRomo-Bucheli } and { AJanowczyk } and { HGilmore } and { ERomero } and { AMadabhushi }} , journal={{Cytometry A}} 91 6 , year={2017 Jun} } @incollection{b23, , title={{Increasing the Content of High-Content Screening An Overview}} , author={{ SSingh } and { AECarpenter } and { AGenovesio }} , journal={{J Biomol Screen}} 19 5 , year={2014 Jun} } @incollection{b24, , title={{Machine learning in cell biology -teaching computers to recognize phenotypes}} , author={{ CSommer } and { DWGerlich }} , journal={{J Cell Sci}} 126 , year={2013 Dec 15} , note={Pt 24} } @incollection{b25, , title={{Machine Learning in Medical Imaging}} , author={{ ;Wernickmn } and { Y;Yang } and { JGBrankov } and { G;Yourganov } and { Strother } and { Sc }} , journal={{IEEE Signal Processing Magazine}} 27 4 , year={2010 Jul} } @incollection{b26, , title={{Quantitative nuclear histomorphometry predicts oncotype DX risk categories for early stage ER+ breast cancer}} , author={{ JWhitney } and { GCorredor } and { AJanowczyk } and { SGanesan } and { Doyles } and { JTomaszewski } and { MFeldman } and { HGilmore } and { AnantMadabhushi }} , journal={{BMC Cancer}} 18 1 610 , year={2018 May 30} } @incollection{b27, , title={{Stacked Sparse Autoencoder (SSAE) for Nuclei Detection on Breast Cancer Histopathology Images}} , author={{ JXu } and { XQLei } and { HGilmore } and { JWu } and { JTang } and { AMadabhushi }} , journal={{IEEE Trans Med Imaging}} 35 1 , year={2016 Jan} } @incollection{b28, , title={{Predicting non-small cell lung cancer prognosis by fully automated microscopic pathologyimage features}} , author={{ KHYu } and { CZhang } and { GJBerry } and { RBAltman } and { CRé } and { DLRubin } and { MSnyder }} , journal={{Nat Commun}} 7 12474 , year={2016 Aug 16} }