Dr. Gerardo Fernandez Profile

Dr. Gerardo Fernandez

at Icahn School of Medicine at Mount Sinai

SPIE Involvement:

Author

Publications (12)

SPIE Journal Paper | 28 February 2017

Predicting and replacing the pathological Gleason grade with automated gland ring morphometric features from immunofluorescent prostate cancer images

Faisal Khan, Richard Scott, Michael Donovan, Gerardo Fernandez

JMI, Vol. 4, Issue 02, 021103, (February 2017) https://doi.org/10.1117/12.10.1117/1.JMI.4.2.021103

KEYWORDS: Microscopy, Performance modeling, Image segmentation, Prostate cancer, Tissues, Tumor growth modeling, Cancer, Algorithm development, Image analysis, Prostate

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Proceedings Article | 23 March 2016 Paper

Pathological Gleason prediction through gland ring morphometry in immunofluorescent prostate cancer images

Richard Scott, Faisal Khan, Jack Zeineh, Michael Donovan, Gerardo Fernandez

Proceedings Volume 9791, 97910V (2016) https://doi.org/10.1117/12.2217277

KEYWORDS: Tissue optics, Prostate cancer, Image segmentation, Standards development, Pathology, Microscopy, Image analysis, Tissues, Image processing algorithms and systems, Computer aided diagnosis and therapy, Cancer, Tumors

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Proceedings Article | 19 March 2015 Paper

Integration of co-localized glandular morphometry and protein biomarker expression in immunofluorescent images for prostate cancer prognosis

Richard Scott, Faisal Khan, Jack Zeineh, Michael Donovan, Gerardo Fernandez

Proceedings Volume 9420, 94200E (2015) https://doi.org/10.1117/12.2082389

KEYWORDS: Autoregressive models, Proteins, Tissues, Prostate cancer, Feature extraction, Biopsy, Prostate, Pathology, Receptors, Composites

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Proceedings Article | 19 November 2013 Paper

A threshold-based approach for muscle contraction detection from surface EMG signals

Gaudi Morantes, Gerardo Fernández, Miguel Altuve

Proceedings Volume 8922, 89220C (2013) https://doi.org/10.1117/12.2035673

KEYWORDS: Signal detection, Electromyography, Sensors, Signal processing, Databases, Control systems, Electrodes, Skin, Gold, Signal analyzers

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Proceedings Article | 14 February 2012 Paper

Adaptive epithelial cytoplasm segmentation and epithelial unit separation in immunoflurorescent images

Janakiramanan Ramachandran, Richard Scott, Peter Ajemba, Hrishikesh Karvir, Faisal Khan, Jack Zeineh, Michael Donovan, Gerardo Fernandez

Proceedings Volume 8314, 831427 (2012) https://doi.org/10.1117/12.911559

KEYWORDS: Image segmentation, Image processing algorithms and systems, Biopsy, Image filtering, Digital filtering, Tissues, Binary data, Databases, Algorithm development, Biological research

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Proceedings Article | 14 February 2012 Paper

Iterative approach to joint segmentation of cellular structures

Peter Ajemba, Richard Scott, Janakiramanan Ramachandran, Qiuhua Liu, Faisal Khan, Jack Zeineh, Michael Donovan, Gerardo Fernandez

Proceedings Volume 8314, 83140X (2012) https://doi.org/10.1117/12.911319

KEYWORDS: Image segmentation, Image processing algorithms and systems, Image processing, Tissues, Error analysis, Prostate, Biopsy, Digital filtering, Proteins, Blob detection

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Proceedings Article | 14 March 2011 Paper

Stability-based validation of cellular segmentation algorithms

Peter Ajemba, Richard Scott, Michael Donovan, Gerardo Fernandez

Proceedings Volume 7962, 79622Z (2011) https://doi.org/10.1117/12.876811

KEYWORDS: Image segmentation, Image processing algorithms and systems, Error analysis, Tissues, Algorithm development, Image analysis, Statistical analysis, Prostate cancer, Failure analysis, Statistical modeling

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Proceedings Article | 11 March 2011 Paper

Integrated segmentation of cellular structures

Peter Ajemba, Yousef Al-Kofahi, Richard Scott, Michael Donovan, Gerardo Fernandez

Proceedings Volume 7962, 79620I (2011) https://doi.org/10.1117/12.876722

KEYWORDS: Image segmentation, Tissues, Image processing algorithms and systems, Image processing, Transform theory, Prostate cancer, Detection and tracking algorithms, Blob detection, Cell biology, Image acquisition

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Proceedings Article | 9 March 2011 Paper

Glandular object based tumor morphometry in H&E biopsy samples for prostate cancer prognosis

Stephen Fogarasi, Faisal Khan, Ho-Yuen Pang, Ricardo Mesa-Tejada, Michael Donovan, Gerardo Fernandez

Proceedings Volume 7963, 79633F (2011) https://doi.org/10.1117/12.878142

KEYWORDS: Tumors, Tissues, Prostate cancer, Biopsy, Prostate, Image segmentation, Cancer, Image classification, Biological research, Data modeling

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Proceedings Article | 3 March 2011 Paper

An analysis of the impact of tumor amount on the predictive power of a prostate biopsy prognostic assay

Faisal Khan, Stephen Fogarasi, Douglas Powell, Gerardo Fernandez, Ricardo Mesa-Tejada, Michael Donovan

Proceedings Volume 7966, 796616 (2011) https://doi.org/10.1117/12.878233

KEYWORDS: Tumors, Image segmentation, Image analysis, Prostate, Biopsy, Autoregressive models, Biological research, Prostate cancer, Diagnostics, Pathology

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Proceedings Article | 3 March 2011 Paper

Reproducibility of an imaging based prostate cancer prognostic assay

Faisal Khan, Douglas Powell, Valentina Bayer-Zubek, Rui Soares, Allison Mott, Gerardo Fernandez, Ricardo Mesa-Tejada, Michael Donovan

Proceedings Volume 7966, 79661O (2011) https://doi.org/10.1117/12.878241

KEYWORDS: Image segmentation, Error analysis, Tumors, Prostate cancer, Prostate, Image analysis, Reliability, Biopsy, Statistical analysis, Tissues

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Proceedings Article | 3 March 2009 Paper

Robust tumor morphometry in multispectral fluorescence microscopy

Ali Tabesh, Yevgen Vengrenyuk, Mikhail Teverovskiy, Faisal Khan, Marina Sapir, Douglas Powell, Ricardo Mesa-Tejada, Michael Donovan, Gerardo Fernandez

Proceedings Volume 7260, 726015 (2009) https://doi.org/10.1117/12.812968

KEYWORDS: Tissues, Image segmentation, Cancer, Prostate cancer, Prototyping, Microscopy, Tumors, Prostate, Feature extraction, Fractal analysis

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Showing 5 of 12 publications

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