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Larry Goldenberg

S. Larry Goldenberg

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2020 – today

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2024
[j13]
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Roozbeh Bazargani, Ladan Fazli, Martin E. Gleave, Larry Goldenberg, Ali Bashashati, Septimiu E. Salcudean:
Multi-scale relational graph convolutional network for multiple instance learning in histopathology images. Medical Image Anal. 96: 103197 (2024)
2023
[j12]
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Tajwar Abrar Aleef, Julio Lobo, Ali Baghani, Shahed K. Mohammed, Hani Eskandari, Hamid Moradi, Robert Rohling, S. Larry Goldenberg, William J. Morris, Seyedeh Sara Mahdavi, Septimiu E. Salcudean:
Multi-Frequency 3D Shear Wave Absolute Vibro-Elastography (S-WAVE) System for the Prostate. IEEE Trans. Medical Imaging 42(11): 3436-3450 (2023)
[c11]
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Puria Azadi, Jonathan Suderman, Ramin Nakhli, Katherine Rich, Maryam Asadi, Sonia Kung, Htoo Oo, Mira Keyes, Hossein Farahani, Calum MacAulay, Larry Goldenberg, Peter Black, Ali Bashashati:
ALL-IN: ALocal GLobal Graph-Based DIstillatioN Model for Representation Learning of Gigapixel Histopathology Images With Application In Cancer Risk Assessment. MICCAI (6) 2023: 765-775
2022
[i1]
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Roozbeh Bazargani, Ladan Fazli, Larry Goldenberg, Martin E. Gleave, Ali Bashashati, Septimiu E. Salcudean:
Multi-Scale Relational Graph Convolutional Network for Multiple Instance Learning in Histopathology Images. CoRR abs/2212.08781 (2022)
2020
[j11]
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Yanan Shao, Guy Nir, Ladan Fazli, Larry Goldenberg, Martin E. Gleave, Peter C. Black, Zhen Jane Wang, Septimiu E. Salcudean:
Improving prostate cancer classification in H&E tissue micro arrays using Ki67 and P63 histopathology. Comput. Biol. Medicine 127: 104053 (2020)
[j10]
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Golnoosh Samei, Keith Tsang, Claudia Kesch, Julio Lobo, Soheil Hor, Omid Mohareri, Silvia D. Chang, S. Larry Goldenberg, Peter C. Black, Septimiu E. Salcudean:
A partial augmented reality system with live ultrasound and registered preoperative MRI for guiding robot-assisted radical prostatectomy. Medical Image Anal. 60 (2020)
[j9]
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Davood Karimi, Guy Nir, Ladan Fazli, Peter C. Black, Larry Goldenberg, Septimiu E. Salcudean:
Deep Learning-Based Gleason Grading of Prostate Cancer From Histopathology Images - Role of Multiscale Decision Aggregation and Data Augmentation. IEEE J. Biomed. Health Informatics 24(5): 1413-1426 (2020)

2010 – 2019

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2019
[j8]
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Sabrina Rashid, Guy Nir, Ladan Fazli, Alexander H. Boag, D. Robert Siemens, S. Larry Goldenberg, Purang Abolmaesumi, Septimiu E. Salcudean:
Automatic pathology of prostate cancer in whole mount slides incorporating individual gland classification. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 7(3): 336-347 (2019)
2018
[j7]
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Guy Nir, Soheil Hor, Davood Karimi, Ladan Fazli, Brian F. Skinnider, Peyman Tavassoli, Dmitry Turbin, Carlos F. Villamil, Gang Wang, R. Storey Wilson, Kenneth A. Iczkowski, M. Scott Lucia, Peter C. Black, Purang Abolmaesumi, S. Larry Goldenberg, Septimiu E. Salcudean:
Automatic grading of prostate cancer in digitized histopathology images: Learning from multiple experts. Medical Image Anal. 50: 167-180 (2018)
2017
[j6]
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Shekoofeh Azizi, Sharareh Bayat, Pingkun Yan, Amir M. Tahmasebi, Guy Nir, Jin Tae Kwak, Sheng Xu, Storey Wilson, Kenneth A. Iczkowski, M. Scott Lucia, Larry Goldenberg, Septimiu E. Salcudean, Peter A. Pinto, Bradford J. Wood, Purang Abolmaesumi, Parvin Mousavi:
Detection and grading of prostate cancer using temporal enhanced ultrasound: combining deep neural networks and tissue mimicking simulations. Int. J. Comput. Assist. Radiol. Surg. 12(8): 1293-1305 (2017)
2015
[j5]
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Nandinee Fariah Haq, Piotr Kozlowski, Edward C. Jones, Silvia D. Chang, Larry Goldenberg, Mehdi Moradi:
A data-driven approach to prostate cancer detection from dynamic contrast enhanced MRI. Comput. Medical Imaging Graph. 41: 37-45 (2015)
[j4]
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Siavash Khallaghi, C. Antonio Sánchez, Abtin Rasoulian, Saman Nouranian, Cesare Romagnoli, Hamidreza Abdi, Silvia D. Chang, Peter C. Black, Larry Goldenberg, William J. Morris, Ingrid Spadinger, Aaron Fenster, Aaron D. Ward, Sidney S. Fels, Purang Abolmaesumi:
Statistical Biomechanical Surface Registration: Application to MR-TRUS Fusion for Prostate Interventions. IEEE Trans. Medical Imaging 34(12): 2535-2549 (2015)
[c10]
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Hussam Al-Deen Ashab, Nandinee Fariah Haq, Guy Nir, Piotr Kozlowski, Peter C. Black, Edward C. Jones, S. Larry Goldenberg, Septimiu E. Salcudean, Mehdi Moradi:
Multimodal classification of prostate tissue: a feasibility study on combining multiparametric MRI and ultrasound. Medical Imaging: Computer-Aided Diagnosis 2015: 94141B
[c9]
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Nandinee Fariah Haq, Piotr Kozlowski, Edward C. Jones, Silvia D. Chang, S. Larry Goldenberg, Mehdi Moradi:
Prostate cancer detection from model-free T1-weighted time series and diffusion imaging. Medical Imaging: Computer-Aided Diagnosis 2015: 94142X
[c8]
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Siavash Khallaghi, C. Antonio Sánchez, Saman Nouranian, Samira Sojoudi, Silvia D. Chang, Hamidreza Abdi, Lindsay Machan, Alison Harris, Peter C. Black, Martin E. Gleave, Larry Goldenberg, Sidney S. Fels, Purang Abolmaesumi:
A 2D-3D Registration Framework for Freehand TRUS-Guided Prostate Biopsy. MICCAI (2) 2015: 272-279
2014
[j3]
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Guy Nir, Ramin S. Sahebjavaher, Piotr Kozlowski, Silvia D. Chang, Edward C. Jones, Larry Goldenberg, Septimiu E. Salcudean:
Registration of Whole-Mount Histology and Volumetric Imaging of the Prostate Using Particle Filtering. IEEE Trans. Medical Imaging 33(8): 1601-1613 (2014)
[c7]
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Narges Afsham, Siavash Khallaghi, Mohammad Najafi, Lindsay Machan, Silvia D. Chang, Larry Goldenberg, Peter C. Black, Robert Rohling, Purang Abolmaesumi:
Filter-Based Speckle Tracking for Freehand Prostate Biopsy: Theory, ex vivo and in vivo Results. IPCAI 2014: 256-265
[c6]
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Nandinee Fariah Haq, Piotr Kozlowski, Edward C. Jones, Silvia D. Chang, S. Larry Goldenberg, Mehdi Moradi:
Improved parameter extraction and classification for dynamic contrast enhanced MRI of prostate. Medical Imaging: Computer-Aided Diagnosis 2014: 903511
[c5]
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Hussam Al-Deen Ashab, Piotr Kozlowski, Larry Goldenberg, Mehdi Moradi:
Solutions for Missing Parameters in Computer-Aided Diagnosis with Multiparametric Imaging Data. MLMI 2014: 289-296
[c4]
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Omid Mohareri, Angelica Ruszkowski, Julio Lobo, Joseph Ischia, Ali Baghani, Guy Nir, Hani Eskandari, Edward C. Jones, Ladan Fazli, Larry Goldenberg, Mehdi Moradi, Septimiu E. Salcudean:
Multi-parametric 3D Quantitative Ultrasound Vibro-Elastography Imaging for Detecting Palpable Prostate Tumors. MICCAI (1) 2014: 561-568
[c3]
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Siavash Khallaghi, Saman Nouranian, Samira Sojoudi, Hussam Al-Deen Ashab, Lindsay Machan, Silvia D. Chang, Peter C. Black, Martin E. Gleave, Larry Goldenberg, Purang Abolmaesumi:
Motion and deformation compensation for freehand prostate biopsies. Medical Imaging: Image-Guided Procedures 2014: 903620
2013
[c2]
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Mehdi Moradi, Seyedeh Sara Mahdavi, Guy Nir, Edward C. Jones, S. Larry Goldenberg, Septimiu E. Salcudean:
Ultrasound RF time series for tissue typing: first in vivo clinical results. Medical Imaging: Computer-Aided Diagnosis 2013: 86701I
2012
[j2]
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Seyedeh Sara Mahdavi, Mehdi Moradi, William J. Morris, Larry Goldenberg, Septimiu E. Salcudean:
Fusion of Ultrasound B-Mode and Vibro-Elastography Images for Automatic 3-D Segmentation of the Prostate. IEEE Trans. Medical Imaging 31(11): 2073-2082 (2012)
[j1]
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Troy K. Adebar, Michael C. Yip, Septimiu E. Salcudean, Robert Rohling, Christopher Y. Nguan, Larry Goldenberg:
Registration of 3D Ultrasound Through an Air-Tissue Boundary. IEEE Trans. Medical Imaging 31(11): 2133-2142 (2012)
2011
[c1]
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Troy K. Adebar, Septimiu E. Salcudean, Seyedeh Sara Mahdavi, Mehdi Moradi, Christopher Y. Nguan, Larry Goldenberg:
A Robotic System for Intra-operative Trans-Rectal Ultrasound and Ultrasound Elastography in Radical Prostatectomy. IPCAI 2011: 79-89

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