Journal Article
. 2011 Jul; 2:25.
doi: 10.4103/2153-3539.82050.

Computer aided diagnostic tools aim to empower rather than replace pathologists: Lessons learned from computational chess

Jason Hipp 1 Thomas Flotte  James Monaco  Jerome Cheng  Anant Madabhushi  Yukako Yagi  Jaime Rodriguez-Canales  Michael Emmert-Buck  Michael C Dugan  Stephen Hewitt  Mehmet Toner  Ronald G Tompkins  David Lucas  John R Gilbertson  Ulysses J Balis  
Affiliations
  • PMID: 21773056
  •     9 References
  •     24 citations

No abstract available

Grid computing in image analysis.
Klaus Kayser, Jürgen Görtler, Stephan Borkenfeld, Gian Kayser.
Diagn Pathol, 2011 Apr 27; 6 Suppl 1. PMID: 21516880    Free PMC article.
Histopathological image analysis: a review.
Metin N Gurcan, Laura E Boucheron, +3 authors, B Yener.
IEEE Rev Biomed Eng, 2009 Jan 01; 2. PMID: 20671804    Free PMC article.
Highly Cited. Review.
Digital pathology image analysis: opportunities and challenges.
Anant Madabhushi.
Imaging Med, 2009 Jan 01; 1(1). PMID: 30147749    Free PMC article.
New technologies in gynecologic cytology.
J W Bishop, C J Marshall, J S Bentz.
J Reprod Med, 2000 Oct 12; 45(9). PMID: 11027079
Review.
Computerized image-based detection and grading of lymphocytic infiltration in HER2+ breast cancer histopathology.
Ajay Nagesh Basavanhally, Shridar Ganesan, +5 authors, Anant Madabhushi.
IEEE Trans Biomed Eng, 2009 Nov 04; 57(3). PMID: 19884074
A boosted Bayesian multiresolution classifier for prostate cancer detection from digitized needle biopsies.
Scott Doyle, Michael Feldman, John Tomaszewski, Anant Madabhushi.
IEEE Trans Biomed Eng, 2010 Jun 24; 59(5). PMID: 20570758
Expectation-maximization-driven geodesic active contour with overlap resolution (EMaGACOR): application to lymphocyte segmentation on breast cancer histopathology.
Hussain Fatakdawala, Jun Xu, +5 authors, Anant Madabhushi.
IEEE Trans Biomed Eng, 2010 Feb 23; 57(7). PMID: 20172780
Towards improved cancer diagnosis and prognosis using analysis of gene expression data and computer aided imaging.
Gabriela Lexe, James Monaco, +6 authors, Anant Madabhushi.
Exp Biol Med (Maywood), 2009 Jun 06; 234(8). PMID: 19491367
Review.
High-throughput detection of prostate cancer in histological sections using probabilistic pairwise Markov models.
James P Monaco, John E Tomaszewski, +7 authors, Anant Madabhushi.
Med Image Anal, 2010 May 25; 14(4). PMID: 20493759    Free PMC article.
Image microarrays (IMA): Digital pathology's missing tool.
Jason Hipp, Jerome Cheng, +15 authors, Ulysses J Balis.
J Pathol Inform, 2011 Dec 27; 2. PMID: 22200030    Free PMC article.
Tryggo: Old norse for truth: The real truth about ground truth: New insights into the challenges of generating ground truth maps for WSI CAD algorithm evaluation.
Jason D Hipp, Steven C Smith, +4 authors, Ulysses J Balis.
J Pathol Inform, 2012 Apr 25; 3. PMID: 22530176    Free PMC article.
Pathology Imaging Informatics for Clinical Practice and Investigative and Translational Research.
Evita T Sadimin, David J Foran.
N Am J Med Sci (Boston), 2012 Aug 03; 5(2). PMID: 22855694    Free PMC article.
Cascaded discrimination of normal, abnormal, and confounder classes in histopathology: Gleason grading of prostate cancer.
Scott Doyle, Michael D Feldman, +2 authors, Anant Madabhushi.
BMC Bioinformatics, 2012 Nov 01; 13. PMID: 23110677    Free PMC article.
The history of pathology informatics: A global perspective.
Seung Park, Anil V Parwani, +15 authors, Liron Pantanowitz.
J Pathol Inform, 2013 Jul 23; 4. PMID: 23869286    Free PMC article.
Selective invocation of shape priors for deformable segmentation and morphologic classification of prostate cancer tissue microarrays.
Sahirzeeshan Ali, Robert Veltri, +2 authors, Anant Madabhushi.
Comput Med Imaging Graph, 2014 Dec 04; 41. PMID: 25466771    Free PMC article.
Structure- and ligand-based virtual screening identifies new scaffolds for inhibitors of the oncoprotein MDM2.
Douglas R Houston, Li-Hsuan Yen, Simon Pettit, Malcolm D Walkinshaw.
PLoS One, 2015 Apr 18; 10(4). PMID: 25884407    Free PMC article.
A robust nonlinear tissue-component discrimination method for computational pathology.
Jacob S Sarnecki, Kathleen H Burns, +4 authors, Pei-Hsun Wu.
Lab Invest, 2016 Jan 19; 96(4). PMID: 26779829    Free PMC article.
Predicting non-small cell lung cancer prognosis by fully automated microscopic pathology image features.
Kun-Hsing Yu, Ce Zhang, +4 authors, Michael Snyder.
Nat Commun, 2016 Aug 17; 7. PMID: 27527408    Free PMC article.
Highly Cited.
Improving the creation and reporting of structured findings during digital pathology review.
Ida Cervin, Jesper Molin, Claes Lundström.
J Pathol Inform, 2016 Aug 27; 7. PMID: 27563491    Free PMC article.
Convolutional Deep Belief Network with Feature Encoding for Classification of Neuroblastoma Histological Images.
Soheila Gheisari, Daniel R Catchpoole, Amanda Charlton, Paul J Kennedy.
J Pathol Inform, 2018 Jun 05; 9. PMID: 29862127    Free PMC article.
An End-to-end System for Automatic Characterization of Iba1 Immunopositive Microglia in Whole Slide Imaging.
Alexander D Kyriazis, Shahriar Noroozizadeh, +9 authors, Guy Nir.
Neuroinformatics, 2018 Nov 09; 17(3). PMID: 30406865
Automated Osteosclerosis Grading of Clinical Biopsies Using Infrared Spectroscopic Imaging.
Rupali Mankar, Carlos E Bueso-Ramos, +4 authors, David Mayerich.
Anal Chem, 2019 Dec 04; 92(1). PMID: 31793292    Free PMC article.
Report on computational assessment of Tumor Infiltrating Lymphocytes from the International Immuno-Oncology Biomarker Working Group.
Mohamed Amgad, Elisabeth Specht Stovgaard, +66 authors, International Immuno-Oncology Biomarker Working Group.
NPJ Breast Cancer, 2020 May 16; 6. PMID: 32411818    Free PMC article.
Review.
Integrative Analysis of Histopathological Images and Genomic Data Predicts Clear Cell Renal Cell Carcinoma Prognosis.
Jun Cheng, Jie Zhang, +7 authors, Kun Huang.
Cancer Res, 2017 Nov 03; 77(21). PMID: 29092949    Free PMC article.
Classifying non-small cell lung cancer types and transcriptomic subtypes using convolutional neural networks.
Kun-Hsing Yu, Feiran Wang, +4 authors, Isaac S Kohane.
J Am Med Inform Assoc, 2020 May 05; 27(5). PMID: 32364237    Free PMC article.
Histopathological distinction of non-invasive and invasive bladder cancers using machine learning approaches.
Peng-Nien Yin, Kishan Kc, +5 authors, Feng Cui.
BMC Med Inform Decis Mak, 2020 Jul 19; 20(1). PMID: 32680493    Free PMC article.
Interactive thyroid whole slide image diagnostic system using deep representation.
Pingjun Chen, Xiaoshuang Shi, +3 authors, Paul D Gader.
Comput Methods Programs Biomed, 2020 Jul 08; 195. PMID: 32634647    Free PMC article.
Computer-Aided Laser Dissection: A Microdissection Workflow Leveraging Image Analysis Tools.
Jason D Hipp, Donald J Johann, +12 authors, Michael A Tangrea.
J Pathol Inform, 2019 Jan 10; 9. PMID: 30622835    Free PMC article.
Derivation of a nuclear heterogeneity image index to grade DCIS.
Mary-Kate Hayward, J Louise Jones, +5 authors, Valerie M Weaver.
Comput Struct Biotechnol J, 2020 Dec 29; 18. PMID: 33363702    Free PMC article.
Deep Convolutional Neural Network-Based Lymph Node Metastasis Prediction for Colon Cancer Using Histopathological Images.
Min Seob Kwak, Hun Hee Lee, +4 authors, Ha Il Kim.
Front Oncol, 2021 Feb 02; 10. PMID: 33520727    Free PMC article.

;. PMID: 33574288
A Computational Tumor-Infiltrating Lymphocyte Assessment Method Comparable with Visual Reporting Guidelines for Triple-Negative Breast Cancer.
Peng Sun, Jiehua He, +11 authors, Shuoyu Xu.
EBioMedicine, 2021 Jul 20; 70. PMID: 34280779    Free PMC article.
Integrative Analysis of Histopathological Images and Genomic Data in Colon Adenocarcinoma.
Hui Li, Linyan Chen, +3 authors, Xuelei Ma.
Front Oncol, 2021 Oct 15; 11. PMID: 34646756    Free PMC article.