Nuno Vasconcelos

Title(s)Professor, Electrical and Computer Engineering
SchoolVc-academic Affairs
Address9500 Gilman Drive #
La Jolla CA 92093
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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.
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    Altmetrics Details PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Neural network dose prediction for cervical brachytherapy: Overcoming data scarcity for applicator-specific models. Med Phys. 2024 Jul; 51(7):4591-4606. Moore LC, Ahern F, Li L, Kallis K, Kisling K, Cortes KG, Nwachukwu C, Rash D, Yashar CM, Mayadev J, Zou J, Vasconcelos N, Meyers SM. PMID: 38814165; PMCID: PMC11309769.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    2. Deep Learning Estimation of 10-2 Visual Field Map Based on Macular Optical Coherence Tomography Angiography Measurements. Am J Ophthalmol. 2024 01; 257:187-200. Mahmoudinezhad G, Moghimi S, Cheng J, Ru L, Yang D, Agrawal K, Dixit R, Beheshtaein S, Du KH, Latif K, Gunasegaran G, Micheletti E, Nishida T, Kamalipour A, Walker E, Christopher M, Zangwill L, Vasconcelos N, Weinreb RN. PMID: 37734638; PMCID: PMC11651635.
      View in: PubMed   Mentions: 2     Fields:    
    3. A Generalized Explanation Framework for Visualization of Deep Learning Model Predictions. IEEE Trans Pattern Anal Mach Intell. 2023 Aug; 45(8):9265-9283. Wang P, Vasconcelos N. PMID: 37022375.
      View in: PubMed   Mentions:    Fields:    
    4. A fully integrated wearable ultrasound system to monitor deep tissues in moving subjects. Nat Biotechnol. 2024 Mar; 42(3):448-457. Lin M, Zhang Z, Gao X, Bian Y, Wu RS, Park G, Lou Z, Zhang Z, Xu X, Chen X, Kang A, Yang X, Yue W, Yin L, Wang C, Qi B, Zhou S, Hu H, Huang H, Li M, Gu Y, Mu J, Yang A, Yaghi A, Chen Y, Lei Y, Lu C, Wang R, Wang J, Xiang S, Kistler EB, Vasconcelos N, Xu S. PMID: 37217752.
      View in: PubMed   Mentions: 28     Fields:    Translation:Humans
    5. Cascade R-CNN: High Quality Object Detection and Instance Segmentation. IEEE Trans Pattern Anal Mach Intell. 2021 05; 43(5):1483-1498. Cai Z, Vasconcelos N. PMID: 31794388.
      View in: PubMed   Mentions: 106     Fields:    
    6. Semantic Fisher Scores for Task Transfer: Using Objects to Classify Scenes. IEEE Trans Pattern Anal Mach Intell. 2020 12; 42(12):3102-3118. Dixit M, Li Y, Vasconcelos N. PMID: 31180842.
      View in: PubMed   Mentions:    Fields:    
    7. Automated High-Frequency Observations of Physical Activity Using Computer Vision. Med Sci Sports Exerc. 2020 09; 52(9):2029-2036. Carlson JA, Liu BO, Sallis JF, Hipp JA, Staggs VS, Kerr J, Papa A, Dean K, Vasconcelos NM. PMID: 32175976; PMCID: PMC7487061.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    8. Learning Complexity-Aware Cascades for Pedestrian Detection. IEEE Trans Pattern Anal Mach Intell. 2020 09; 42(9):2195-2211. Cai Z, Saberian M, Vasconcelos N. PMID: 30990173.
      View in: PubMed   Mentions: 2     Fields:    
    9. Automated Ecological Assessment of Physical Activity: Advancing Direct Observation. Int J Environ Res Public Health. 2017 12 01; 14(12). Carlson JA, Liu B, Sallis JF, Kerr J, Hipp JA, Staggs VS, Papa A, Dean K, Vasconcelos NM. PMID: 29194358; PMCID: PMC5750905.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    10. Parametric Regression on the Grassmannian. IEEE Trans Pattern Anal Mach Intell. 2016 11; 38(11):2284-2297. Hong Y, Kwitt R, Singh N, Vasconcelos N, Niethammer M. PMID: 26766216.
      View in: PubMed   Mentions: 2     Fields:    
    11. Object recognition with hierarchical discriminant saliency networks. Front Comput Neurosci. 2014; 8:109. Han S, Vasconcelos N. PMID: 25249971; PMCID: PMC4158795.
      View in: PubMed   Mentions: 3  
    12. On the role of correlation and abstraction in cross-modal multimedia retrieval. IEEE Trans Pattern Anal Mach Intell. 2014 Mar; 36(3):521-35. Costa Pereira J, Coviello E, Doyle G, Rasiwasia N, Lanckriet GR, Levy R, Vasconcelos N. PMID: 24457508.
      View in: PubMed   Mentions: 7     Fields:    
    13. Anomaly detection and localization in crowded scenes. IEEE Trans Pattern Anal Mach Intell. 2014 Jan; 36(1):18-32. Li W, Mahadevan V, Vasconcelos N. PMID: 24231863.
      View in: PubMed   Mentions: 19     Fields:    Translation:Humans
    14. Latent Dirichlet allocation models for image classification. IEEE Trans Pattern Anal Mach Intell. 2013 Nov; 35(11):2665-79. Rasiwasia N, Vasconcelos N. PMID: 24051727.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    15. Localizing target structures in ultrasound video - a phantom study. Med Image Anal. 2013 Oct; 17(7):712-22. Kwitt R, Vasconcelos N, Razzaque S, Aylward S. PMID: 23746488; PMCID: PMC3737575.
      View in: PubMed   Mentions: 4     Fields:    
    16. Learning optimal embedded cascades. IEEE Trans Pattern Anal Mach Intell. 2012 Oct; 34(10):2005-18. Saberian MJ, Vasconcelos N. PMID: 22213762.
      View in: PubMed   Mentions:    Fields:    Translation:HumansAnimals
    17. Endoscopic image analysis in semantic space. Med Image Anal. 2012 Oct; 16(7):1415-22. Kwitt R, Vasconcelos N, Rasiwasia N, Uhl A, Davis B, Häfner M, Wrba F. PMID: 22717411; PMCID: PMC3772630.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    18. Holistic context models for visual recognition. IEEE Trans Pattern Anal Mach Intell. 2012 May; 34(5):902-17. Rasiwasia N, Vasconcelos N. PMID: 21844625.
      View in: PubMed   Mentions: 1     Fields:    
    19. Biologically Inspired Object Tracking Using Center-Surround Saliency Mechanisms. IEEE Trans Pattern Anal Mach Intell. 2013 Mar; 35(3):541-54. Mahadevan V, Vasconcelos N. PMID: 22529325.
      View in: PubMed   Mentions: 5     Fields:    
    20. Recognition in ultrasound videos: where am I? Med Image Comput Comput Assist Interv. 2012; 15(Pt 3):83-90. Kwitt R, Vasconcelos N, Razzaque S, Aylward S. PMID: 23286117; PMCID: PMC3739489.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    21. Counting people with low-level features and Bayesian regression. IEEE Trans Image Process. 2012 Apr; 21(4):2160-77. Chan AB, Vasconcelos N. PMID: 22020684.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    22. Cost-sensitive boosting. IEEE Trans Pattern Anal Mach Intell. 2011 Feb; 33(2):294-309. Masnadi-Shirazi H, Vasconcelos N. PMID: 21193808.
      View in: PubMed   Mentions: 5     Fields:    
    23. Learning pit pattern concepts for gastroenterological training. Med Image Comput Comput Assist Interv. 2011; 14(Pt 3):280-7. Kwitt R, Rasiwasia N, Vasconcelos N, Uhl A, Häfner M, Wrba F. PMID: 22003710.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    24. Biologically plausible saliency mechanisms improve feedforward object recognition. Vision Res. 2010 Oct 28; 50(22):2295-307. Han S, Vasconcelos N. PMID: 20594959.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    25. A novel approach to FRUC using discriminant saliency and frame segmentation. IEEE Trans Image Process. 2010 Nov; 19(11):2924-34. Jacobson N, Lee YL, Mahadevan V, Vasconcelos N, Nguyen TQ. PMID: 20494851.
      View in: PubMed   Mentions:    Fields:    
    26. Spatiotemporal saliency in dynamic scenes. IEEE Trans Pattern Anal Mach Intell. 2010 Jan; 32(1):171-7. Mahadevan V, Vasconcelos N. PMID: 19926907.
      View in: PubMed   Mentions: 8     Fields:    Translation:Cells
    27. Layered dynamic textures. IEEE Trans Pattern Anal Mach Intell. 2009 Oct; 31(10):1862-79. Chan AB, Vasconcelos N. PMID: 19696455.
      View in: PubMed   Mentions: 1     Fields:    
    28. Discriminant saliency, the detection of suspicious coincidences, and applications to visual recognition. IEEE Trans Pattern Anal Mach Intell. 2009 Jun; 31(6):989-1005. Gao D, Han S, Vasconcelos N. PMID: 19372605.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
    29. Natural image statistics and low-complexity feature selection. IEEE Trans Pattern Anal Mach Intell. 2009 Feb; 31(2):228-44. Vasconcelos M, Vasconcelos N. PMID: 19110490.
      View in: PubMed   Mentions: 1     Fields:    
    30. Fluoroscopic tumor tracking for image-guided lung cancer radiotherapy. Phys Med Biol. 2009 Feb 21; 54(4):981-92. Lin T, Cerviño LI, Tang X, Vasconcelos N, Jiang SB. PMID: 19147898.
      View in: PubMed   Mentions: 31     Fields:    Translation:Humans
    31. Decision-theoretic saliency: computational principles, biological plausibility, and implications for neurophysiology and psychophysics. Neural Comput. 2009 Jan; 21(1):239-71. Gao D, Vasconcelos N. PMID: 19210172.
      View in: PubMed   Mentions: 9     Fields:    Translation:HumansAnimals
    32. On the plausibility of the discriminant center-surround hypothesis for visual saliency. J Vis. 2008 Jun 13; 8(7):13.1-18. Gao D, Mahadevan V, Vasconcelos N. PMID: 19146246.
      View in: PubMed   Mentions: 24     Fields:    Translation:Humans
    33. Modeling, clustering, and segmenting video with mixtures of dynamic textures. IEEE Trans Pattern Anal Mach Intell. 2008 May; 30(5):909-26. Chan AB, Vasconcelos N. PMID: 18369258.
      View in: PubMed   Mentions: 10     Fields:    
    34. Supervised learning of semantic classes for image annotation and retrieval. IEEE Trans Pattern Anal Mach Intell. 2007 Mar; 29(3):394-410. Carneiro G, Chan AB, Moreno PJ, Vasconcelos N. PMID: 17224611.
      View in: PubMed   Mentions: 11     Fields:    
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