Emerging Themes in Image Informatics and Molecular Analysis for Digital Pathology

作者: Rohit Bhargava , Anant Madabhushi

DOI: 10.1146/ANNUREV-BIOENG-112415-114722

关键词: InformaticsData scienceNanotechnologyPrecision medicineDigital pathologyInstrumentation (computer programming)AnalyticsMedicineTelepathologyHealth informaticsDigital transformation

摘要: … , dimensionality reduction and classification are combined to provide a classifier that is … useful in this regard, but because of their color-coded images they do not easily translate to these …

参考文章(143)
Arnaldo L. Serrano, Ayanjeet Ghosh, Joshua S. Ostrander, Martin T. Zanni, Wide-field FTIR microscopy using mid-IR pulse shaping. Optics Express. ,vol. 23, pp. 17815- 17827 ,(2015) , 10.1364/OE.23.017815
Shaimaa Al-Janabi, André Huisman, Paul J Van Diest, Digital pathology: current status and future perspectives. Histopathology. ,vol. 61, pp. 1- 9 ,(2012) , 10.1111/J.1365-2559.2011.03814.X
Paul C Boutros, Michael Fraser, Nicholas J Harding, Richard De Borja, Dominique Trudel, Emilie Lalonde, Alice Meng, Pablo H Hennings-Yeomans, Andrew McPherson, Veronica Y Sabelnykova, Amin Zia, Natalie S Fox, Julie Livingstone, Yu-Jia Shiah, Jianxin Wang, Timothy A Beck, Cherry L Have, Taryne Chong, Michelle Sam, Jeremy Johns, Lee Timms, Nicholas Buchner, Ada Wong, John D Watson, Trent T Simmons, Christine P'ng, Gaetano Zafarana, Francis Nguyen, Xuemei Luo, Kenneth C Chu, Stephenie D Prokopec, Jenna Sykes, Alan Dal Pra, Alejandro Berlin, Andrew Brown, Michelle A Chan-Seng-Yue, Fouad Yousif, Robert E Denroche, Lauren C Chong, Gregory M Chen, Esther Jung, Clement Fung, Maud HW Starmans, Hanbo Chen, Shaylan K Govind, James Hawley, Alister D'Costa, Melania Pintilie, Daryl Waggott, Faraz Hach, Philippe Lambin, Lakshmi B Muthuswamy, Colin Cooper, Rosalind Eeles, David Neal, Bernard Tetu, Cenk Sahinalp, Lincoln D Stein, Neil Fleshner, Sohrab P Shah, Colin C Collins, Thomas J Hudson, John D McPherson, Theodorus Van Der Kwast, Robert G Bristow, None, Spatial genomic heterogeneity within localized, multifocal prostate cancer Nature Genetics. ,vol. 47, pp. 736- 745 ,(2015) , 10.1038/NG.3315
Metin N. Gurcan, Anant Madabhushi, Nasir Rajpoot, Pattern recognition in histopathological images: an ICPR 2010 contest international conference on pattern recognition. pp. 226- 234 ,(2010) , 10.1007/978-3-642-17711-8_23
Adrian Travo, Olivier Piot, Rolf Wolthuis, Cyril Gobinet, Michel Manfait, Jacques Bara, Marie-Elisabeth Forgue-Lafitte, Pierre Jeannesson, IR spectral imaging of secreted mucus: a promising new tool for the histopathological recognition of human colonic adenocarcinomas. Histopathology. ,vol. 56, pp. 921- 931 ,(2010) , 10.1111/J.1365-2559.2010.03563.X
Yanen Guo, Xiaoyin Xu, Yuanyuan Wang, Yaming Wang, Shunren Xia, Zhong Yang, An image processing pipeline to detect and segment nuclei in muscle fiber microscopic images. Microscopy Research and Technique. ,vol. 77, pp. 547- 559 ,(2014) , 10.1002/JEMT.22373
Simone L. Van Es, Rakesh K. Kumar, Wendy M. Pryor, Elizabeth L. Salisbury, Gary M. Velan, Cytopathology whole slide images and adaptive tutorials for postgraduate pathology trainees: a randomized crossover trial. Human Pathology. ,vol. 46, pp. 1297- 1305 ,(2015) , 10.1016/J.HUMPATH.2015.05.009
Arkadiusz Gertych, Nathan Ing, Zhaoxuan Ma, Thomas J. Fuchs, Sadri Salman, Sambit Mohanty, Sanica Bhele, Adriana Velásquez-Vacca, Mahul B. Amin, Beatrice S. Knudsen, Machine learning approaches to analyze histological images of tissues from radical prostatectomies Computerized Medical Imaging and Graphics. ,vol. 46, pp. 197- 208 ,(2015) , 10.1016/J.COMPMEDIMAG.2015.08.002
Jesse A. Engelberg, Hanna Retallack, Ronald Balassanian, Mitchell Dowsett, Lila Zabaglo, Arishneel A. Ram, Sophia K. Apple, John W. Bishop, Alexander D. Borowsky, Philip M. Carpenter, Yunn-Yi Chen, Brian Datnow, Sarah Elson, Farnaz Hasteh, Fritz Lin, Neda A. Moatamed, Yanhong Zhang, Robert D. Cardiff, “Score the Core” Web-based pathologist training tool improves the accuracy of breast cancer IHC4 scoring Human Pathology. ,vol. 46, pp. 1694- 1704 ,(2015) , 10.1016/J.HUMPATH.2015.07.008
Max Diem, Antonella Mazur, Kathleen Lenau, Jen Schubert, Ben Bird, Milo Miljković, Christoph Krafft, Jürgen Popp, Molecular pathology via IR and Raman spectral imaging. Journal of Biophotonics. ,vol. 6, pp. 855- 886 ,(2013) , 10.1002/JBIO.201300131