Dr. Maria Gabrani Profile

Dr. Maria Gabrani

at IBM Research Zurich

SPIE Involvement:

Author

Publications (13)

Proceedings Article | 18 March 2019 Presentation + Paper

A deep learning framework for context-aware mitotic activity estimation in whole slide images

Pushpak Pati, Raul Catena, Orcun Goksel, Maria Gabrani

Proceedings Volume 10956, 1095609 (2019) https://doi.org/10.1117/12.2512705

KEYWORDS: Tumors, Visualization, Tissues, Breast cancer, Cancer, Pathology, Computer programming, Machine learning, Image processing

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Proceedings Article | 6 March 2018 Presentation + Paper

Deep positive-unlabeled learning for region of interest localization in breast tissue images

Pushpak Pati, Sonali Andani, Matthew Pediaditis, Matheus Palhares Viana, Jan Hendrik Rüschoff, Peter Wild, Maria Gabrani

Proceedings Volume 10581, 1058107 (2018) https://doi.org/10.1117/12.2293721

KEYWORDS: Tumors, Tissues, Computer programming, Cancer, Feature extraction, Breast, Pathology, Algorithm development

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Proceedings Article | 1 March 2017 Paper

Heterogeneity characterization of immunohistochemistry stained tissue using convolutional autoencoder

Erwan Zerhouni, Bogdan Prisacari, Qing Zhong, Peter Wild, Maria Gabrani

Proceedings Volume 10140, 101400P (2017) https://doi.org/10.1117/12.2256238

KEYWORDS: Tissues, Image analysis, Machine learning, Performance modeling, Statistical modeling, Visualization, Image classification, Feature extraction, Computer programming, Proteins

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Proceedings Article | 23 March 2016 Paper

Deciphering protein signatures using color, morphological, and topological analysis of immunohistochemically stained human tissues

Erwan Zerhouni, Bogdan Prisacari, Qing Zhong, Peter Wild, Maria Gabrani

Proceedings Volume 9791, 97910T (2016) https://doi.org/10.1117/12.2218016

KEYWORDS: Proteins, Tissues, Feature extraction, Image analysis, Visualization, Cancer, Analytical research, Pathogens, Image classification, Tumors, Prostate, Binary data, RGB color model

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SPIE Journal Paper | 17 February 2016

Layout pattern analysis using the Voronoi diagram of line segments

Sandeep Kumar Dey, Panagiotis Cheilaris, Maria Gabrani, Evanthia Papadopoulo

JM3, Vol. 15, Issue 01, 013504, (February 2016) https://doi.org/10.1117/12.10.1117/1.JMM.15.1.013504

KEYWORDS: Logic, Very large scale integration, Printing, Distance measurement, Image segmentation, Lithography, Optical proximity correction, Teeth, Scanning electron microscopy

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Proceedings Article | 18 March 2015 Paper

Experiments using automated sample plan selection for OPC modeling

Ramya Viswanathan, Om Jaiswal, Nathalie Casati, Amr Abdo, James Oberschmidt, Josef Watts, Maria Gabrani

Proceedings Volume 9426, 94260W (2015) https://doi.org/10.1117/12.2086049

KEYWORDS: Statistical modeling, Surface plasmons, Calibration, Data modeling, Optical proximity correction, Metrology, Semiconducting wafers, Optical lithography, Integrated circuit design, Mathematical modeling

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Proceedings Article | 18 March 2015 Paper

Topology and context-based pattern extraction using line-segment Voronoi diagram

Sandeep Dey, Panagiotis Cheilaris, Nathalie Casati, Maria Gabrani, Evanthia Papadopoulo

Proceedings Volume 9427, 942706 (2015) https://doi.org/10.1117/12.2085547

KEYWORDS: Very large scale integration, Printing, Lead, Optical proximity correction, Image segmentation, Distance measurement, Teeth, Lithography, Germanium, Protactinium

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Proceedings Article | 2 April 2014 Paper

Estimating pattern sensitivity to the printing process for varying dose/focus conditions for RET development in the sub-22nm era

Benoit Seguin, Henri Saab, Maria Gabrani, Virginia Estellers

Proceedings Volume 9050, 90500P (2014) https://doi.org/10.1117/12.2045463

KEYWORDS: Printing, Photomasks, Scanning electron microscopy, Resolution enhancement technologies, Finite element methods, Image processing, Nano opto mechanical systems, Shape analysis, Critical dimension metrology, Distance measurement

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Proceedings Article | 31 March 2014 Paper

Fast detection of novel problematic patterns based on dictionary learning and prediction of their lithographic difficulty

F. de Morsier, D. DeMaris, M. Gabrani, N. Casati

Proceedings Volume 9052, 905211 (2014) https://doi.org/10.1117/12.2045901

KEYWORDS: Associative arrays, Chemical species, Lithography, Field emission displays, Printing, Reconstruction algorithms, Diffraction, Binary data, Detection and tracking algorithms, Image classification

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Proceedings Article | 31 March 2014 Paper

Automated sample plan selection for OPC modeling

Nathalie Casati, Maria Gabrani, Ramya Viswanathan, Zikri Bayraktar, Om Jaiswal, David DeMaris, Amr Abdo, James Oberschmidt, Andreas Krause

Proceedings Volume 9052, 90520J (2014) https://doi.org/10.1117/12.2045461

KEYWORDS: Data modeling, Surface plasmons, Calibration, Optical proximity correction, Statistical modeling, Optical lithography, Process modeling, Printing, Image processing, Image quality

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Proceedings Article | 13 March 2012 Paper

Fast source independent estimation of lithographic difficulty supporting large scale source optimization

David DeMaris, Maria Gabrani, Sankha Sarkar, Nathalie Casati, Ronald Luijten, Kafai Lai, Kehan Tian

Proceedings Volume 8326, 832614 (2012) https://doi.org/10.1117/12.916433

KEYWORDS: Optical proximity correction, Lithography, Metals, Source mask optimization, Diffraction, Image quality, Modulation transfer functions, SRAF, Resolution enhancement technologies, Spatial frequencies

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Proceedings Article | 5 April 2011 Paper

Design specific joint optimization of masks and sources on a very large scale

K. Lai, M. Gabrani, D. Demaris, N. Casati, A. Torres, S. Sarkar, P. Strenski, S. Bagheri, D. Scarpazza, A. Rosenbluth, D. Melville, A. Wächter, J. Lee, V. Austel, M. Szeto-Millstone, K. Tian, F. Barahona, T. Inoue, M. Sakamoto

Proceedings Volume 7973, 797308 (2011) https://doi.org/10.1117/12.879787

KEYWORDS: Source mask optimization, Photomasks, Lithography, Standards development, Algorithm development, Resolution enhancement technologies, Diffraction, Visualization, Photovoltaics

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Proceedings Article | 4 January 2002 Paper

Scalable motion compensated scan-rate upconversion

Anna Pelagotti, Maria Gabrani, Ingrid Heynderickx, Gerton Lunter

Proceedings Volume 4671, (2002) https://doi.org/10.1117/12.453088

KEYWORDS: Video, Motion estimation, Visualization, Quality measurement, Motion measurement, Error analysis, Upconversion, Computing systems, Nonlinear filtering, Subjective video quality evaluation

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Showing 5 of 13 publications

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