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Natalie Shih
Publication Activity (10 Years)
Years Active: 2011-2014
Publications (10 Years): 0
Top Topics
Dce Mri
Low Grade
Deformable Registration
Convolutional Neural Networks
Top Venues
Medical Imaging: Digital Pathology
Medical Imaging: Computer-Aided Diagnosis
ISBI
BMC Bioinform.
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Publications
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Geert J. S. Litjens
,
R. Elliott
,
Natalie Shih
,
Michael D. Feldman
,
Jelle O. Barentsz
,
Christina A. Hulsbergen van de Kaa
,
Iringo Kovacs
,
Henkjan J. Huisman
,
Anant Madabhushi
Distinguishing prostate cancer from benign confounders via a cascaded classifier on multi-parametric MRI.
Medical Imaging: Computer-Aided Diagnosis
(2014)
Geert Litjens
,
Henkjan J. Huisman
,
R. Elliott
,
Natalie Shih
,
Michael D. Feldman
,
Satish Viswanath
,
Jurgen J. Fütterer
,
J. Bomers
,
Anant Madabhushi
Distinguishing benign confounding treatment changes from residual prostate cancer on MRI following laser ablation.
Medical Imaging: Image-Guided Procedures
(2014)
Angel Cruz-Roa
,
Ajay Basavanhally
,
Fabio A. González
,
Hannah Gilmore
,
Michael D. Feldman
,
Shridar Ganesan
,
Natalie Shih
,
John Tomaszewski
,
Anant Madabhushi
Automatic detection of invasive ductal carcinoma in whole slide images with convolutional neural networks.
Medical Imaging: Digital Pathology
(2014)
Haibo Wang
,
Angel Cruz-Roa
,
Ajay Basavanhally
,
Hannah Gilmore
,
Natalie Shih
,
Mike Feldman
,
John Tomaszewski
,
Fabio A. González
,
Anant Madabhushi
Cascaded ensemble of convolutional neural networks and handcrafted features for mitosis detection.
Medical Imaging: Digital Pathology
(2014)
Eileen Hwuang
,
Mirabela Rusu
,
Sudha Karthigeyan
,
Shannon Agner
,
Rachel Sparks
,
Natalie Shih
,
John E. Tomaszeweski
,
Mark Rosen
,
Michael D. Feldman
,
Anant Madabhushi
Spectral embedding-based registration (SERg) for multimodal fusion of prostate histology and MRI.
Medical Imaging: Image Processing
(2014)
Asha Singanamalli
,
Rachel Sparks
,
Mirabela Rusu
,
Natalie Shih
,
Amy Ziober
,
John Tomaszewski
,
Mark Rosen
,
Michael D. Feldman
,
Anant Madabhushi
Identifying in vivo DCE MRI parameters correlated with ex vivo quantitative microvessel architecture: A radiohistomorphometric approach.
Medical Imaging: Digital Pathology
(2013)
Ajay Basavanhally
,
Shridar Ganesan
,
Michael D. Feldman
,
Natalie Shih
,
Carolyn Mies
,
John Tomaszewski
,
Anant Madabhushi
Multi-Field-of-View Framework for Distinguishing Tumor Grade in ER+ Breast Cancer From Entire Histopathology Slides.
IEEE Trans. Biomed. Eng.
60 (8) (2013)
George Lee
,
Rachel Sparks
,
Sahirzeeshan Ali
,
Anant Madabhushi
,
Michael D. Feldman
,
Stephen R. Master
,
Natalie Shih
,
John Tomaszewski
Co-occurring gland tensors in localized cluster graphs: Quantitative histomorphometry for predicting biochemical recurrence for intermediate grade prostate cancer.
ISBI
(2013)
Robert Toth
,
Jonathan Chappelow
,
Christoph Vetter
,
Oliver Kutter
,
Christoph Russ
,
Michael D. Feldman
,
John Tomaszewski
,
Natalie Shih
,
Anant Madabhushi
Incorporating the whole-mount prostate histology reconstruction program Histostitcher into the extensible imaging platform (XIP) framework.
Medical Imaging: Computer-Aided Diagnosis
(2012)
Scott Doyle
,
Michael D. Feldman
,
Natalie Shih
,
John Tomaszewski
,
Anant Madabhushi
Cascaded discrimination of normal, abnormal, and confounder classes in histopathology: Gleason grading of prostate cancer.
BMC Bioinform.
13 (2012)
Pratik Patel
,
Jonathan Chappelow
,
John Tomaszewski
,
Michael D. Feldman
,
Mark Rosen
,
Natalie Shih
,
Anant Madabhushi
Spatially weighted mutual information (SWMI) for registration of digitally reconstructed ex vivo whole mount histology and in vivo prostate MRI.
EMBC
(2011)
Scott Doyle
,
Michael D. Feldman
,
John Tomaszewski
,
Natalie Shih
,
Anant Madabhushi
Cascaded multi-class pairwise classifier (CascaMPa) for normal, cancerous, and cancer confounder classes in prostate histology.
ISBI
(2011)
Elaine Yu
,
James P. Monaco
,
John Tomaszewski
,
Natalie Shih
,
Michael D. Feldman
,
Anant Madabhushi
Detection of prostate cancer on histopathology using color fractals and Probabilistic Pairwise Markov models.
EMBC
(2011)
Jonathan Chappelow
,
John Tomaszewski
,
Michael D. Feldman
,
Natalie Shih
,
Anant Madabhushi
: An interactive program for accurate and rapid reconstruction of digitized whole histological sections from tissue fragments.
Comput. Medical Imaging Graph.
35 (7-8) (2011)
Ajay Basavanhally
,
Shridar Ganesan
,
Natalie Shih
,
Carolyn Mies
,
Michael D. Feldman
,
John Tomaszewski
,
Anant Madabhushi
A boosted classifier for integrating multiple fields of view: Breast cancer grading in histopathology.
ISBI
(2011)