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Results: 1 to 20 of 122

1.

Brief-exposure to preoperative bevacizumab reveals a TGF-β signature predictive of response in HER2-negative breast cancers.

Varadan V, Kamalakaran S, Gilmore H, Banerjee N, Janevski A, Miskimen KL, Williams N, Basavanhalli A, Madabhushi A, Lezon-Geyda K, Bossuyt V, Lannin DR, Abu-Khalaf M, Sikov W, Dimitrova N, Harris LN.

Int J Cancer. 2015 Aug 18. doi: 10.1002/ijc.29808. [Epub ahead of print]

PMID:
26284485
2.

Framework for 3D histologic reconstruction and fusion with in vivo MRI: Preliminary results of characterizing pulmonary inflammation in a mouse model.

Rusu M, Golden T, Wang H, Gow A, Madabhushi A.

Med Phys. 2015 Aug;42(8):4822. doi: 10.1118/1.4923161.

PMID:
26233209
3.

Stacked Sparse Autoencoder (SSAE) for Nuclei Detection on Breast Cancer Histopathology images.

Xu J, Xiang L, Liu Q, Gilmore H, Wu J, Tang J, Madabhushi A.

IEEE Trans Med Imaging. 2015 Jul 20. [Epub ahead of print]

PMID:
26208307
4.

Computer-extracted Features Can Distinguish Noncancerous Confounding Disease from Prostatic Adenocarcinoma at Multiparametric MR Imaging.

Litjens GJ, Elliott R, Shih NN, Feldman MD, Kobus T, Hulsbergen-van de Kaa C, Barentsz JO, Huisman HJ, Madabhushi A.

Radiology. 2015 Jul 17:142856. [Epub ahead of print]

PMID:
26192734
5.

Feature Importance in Nonlinear Embeddings (FINE): Applications in Digital Pathology.

Ginsburg S, Lee G, Ali S, Madabhushi A.

IEEE Trans Med Imaging. 2015 Jul 14. [Epub ahead of print]

PMID:
26186772
6.

Content-based image retrieval of digitized histopathology in boosted spectrally embedded spaces.

Sridhar A, Doyle S, Madabhushi A.

J Pathol Inform. 2015 Jun 29;6:41. doi: 10.4103/2153-3539.159441. eCollection 2015.

7.

Quantitative identification of magnetic resonance imaging features of prostate cancer response following laser ablation and radical prostatectomy.

Litjens GJ, Huisman HJ, Elliott RM, Shih NN, Feldman MD, Viswanath S, Fütterer JJ, Bomers JG, Madabhushi A.

J Med Imaging (Bellingham). 2014 Oct;1(3):035001. doi: 10.1117/1.JMI.1.3.035001. Epub 2014 Oct 27.

PMID:
26158070
8.

Mitosis detection in breast cancer pathology images by combining handcrafted and convolutional neural network features.

Wang H, Cruz-Roa A, Basavanhally A, Gilmore H, Shih N, Feldman M, Tomaszewski J, Gonzalez F, Madabhushi A.

J Med Imaging (Bellingham). 2014 Oct;1(3):034003. doi: 10.1117/1.JMI.1.3.034003. Epub 2014 Oct 10.

PMID:
26158062
9.

Identifying in vivo DCE MRI markers associated with microvessel architecture and gleason grades of prostate cancer.

Singanamalli A, Rusu M, Sparks RE, Shih NN, Ziober A, Wang LP, Tomaszewski J, Rosen M, Feldman M, Madabhushi A.

J Magn Reson Imaging. 2015 Jun 25. doi: 10.1002/jmri.24975. [Epub ahead of print]

PMID:
26110513
10.

Predicting classifier performance with limited training data: applications to computer-aided diagnosis in breast and prostate cancer.

Basavanhally A, Viswanath S, Madabhushi A.

PLoS One. 2015 May 18;10(5):e0117900. doi: 10.1371/journal.pone.0117900. eCollection 2015.

11.

Sparse Non-negative Matrix Factorization (SNMF) based color unmixing for breast histopathological image analysis.

Xu J, Xiang L, Wang G, Ganesan S, Feldman M, Shih NN, Gilmore H, Madabhushi A.

Comput Med Imaging Graph. 2015 Apr 28. pii: S0895-6111(15)00077-4. doi: 10.1016/j.compmedimag.2015.04.002. [Epub ahead of print]

PMID:
25958195
12.

Multiattribute probabilistic prostate elastic registration (MAPPER): application to fusion of ultrasound and magnetic resonance imaging.

Sparks R, Bloch BN, Feleppa E, Barratt D, Moses D, Ponsky L, Madabhushi A.

Med Phys. 2015 Mar;42(3):1153-63. doi: 10.1118/1.4905104.

PMID:
25735270
13.

Assessment of algorithms for mitosis detection in breast cancer histopathology images.

Veta M, van Diest PJ, Willems SM, Wang H, Madabhushi A, Cruz-Roa A, Gonzalez F, Larsen AB, Vestergaard JS, Dahl AB, Cireşan DC, Schmidhuber J, Giusti A, Gambardella LM, Tek FB, Walter T, Wang CW, Kondo S, Matuszewski BJ, Precioso F, Snell V, Kittler J, de Campos TE, Khan AM, Rajpoot NM, Arkoumani E, Lacle MM, Viergever MA, Pluim JP.

Med Image Anal. 2015 Feb;20(1):237-48. doi: 10.1016/j.media.2014.11.010. Epub 2014 Nov 29.

PMID:
25547073
14.

Identifying MRI markers associated with early response following laser ablation for neurological disorders: preliminary findings.

Tiwari P, Danish S, Madabhushi A.

PLoS One. 2014 Dec 11;9(12):e114293. doi: 10.1371/journal.pone.0114293. eCollection 2014.

15.

Selective invocation of shape priors for deformable segmentation and morphologic classification of prostate cancer tissue microarrays.

Ali S, Veltri R, Epstein JI, Christudass C, Madabhushi A.

Comput Med Imaging Graph. 2015 Apr;41:3-13. doi: 10.1016/j.compmedimag.2014.11.001. Epub 2014 Nov 12.

PMID:
25466771
16.

NCI Workshop Report: Clinical and Computational Requirements for Correlating Imaging Phenotypes with Genomics Signatures.

Colen R, Foster I, Gatenby R, Giger ME, Gillies R, Gutman D, Heller M, Jain R, Madabhushi A, Madhavan S, Napel S, Rao A, Saltz J, Tatum J, Verhaak R, Whitman G.

Transl Oncol. 2014 Oct 24;7(5):556-69. doi: 10.1016/j.tranon.2014.07.007. eCollection 2014 Oct.

17.

Identifying Quantitative In Vivo Multi-Parametric MRI Features For Treatment Related Changes after Laser Interstitial Thermal Therapy of Prostate Cancer.

Viswanath S, Toth R, Rusu M, Sperling D, Lepor H, Futterer J, Madabhushi A.

Neurocomputing. 2014 Nov 20;144:13-23.

PMID:
25346574
18.

Selecting features with group-sparse nonnegative supervised canonical correlation analysis: multimodal prostate cancer prognosis.

Wang H, Singanamalli A, Ginsburg S, Madabhushi A.

Med Image Comput Comput Assist Interv. 2014;17(Pt 3):385-92.

PMID:
25320823
19.

Co-occurrence of local anisotropic gradient orientations (CoLIAGe): distinguishing tumor confounders and molecular subtypes on MRI.

Prasanna P, Tiwari P, Madabhushi A.

Med Image Comput Comput Assist Interv. 2014;17(Pt 3):73-80.

PMID:
25320784
20.

A Domain Constrained Deformable (DoCD) Model for Co-registration of Pre- and Post-Radiated Prostate MRI.

Toth R, Traughber B, Ellis R, Kurhanewicz J, Madabhushi A.

Neurocomputing. 2014 Nov 20;114:3-12.

PMID:
25267873
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