Houston Methodist

Research output

Research output per year 1950 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2024

• 16556761 Citations
• 51176 Article
• 6389 Review article
• 2127 Conference contribution
• 1995 Letter
• 6378 More
  • 1888 Chapter
  • 1816 Comment/debate
  • 1514 Editorial
  • 338 Conference article
  • 301 Short survey
  • 131 Book
  • 96 Chapter (peer-reviewed)
  • 85 Paper
  • 72 Foreword/postscript
  • 69 Patent
  • 29 Meeting Abstract
  • 14 Other contribution
  • 5 Other report
  • 4 Web publication/site
  • 3 Commissioned report
  • 2 Abstract
  • 2 Literature review
  • 1 Scholarly edition
  • 1 Entry for encyclopedia/dictionary
  • 1 Other chapter contribution
  • 1 Poster
  • 1 Book/Film/Article review
  • 1 Special issue
  • 1 Featured article
  • 1 Design
  • 1 Working paper

Research output per year

Research output per year

Search results

• 2024

  IMPLICIT NEURAL REPRESENTATIONS AND THE ALGEBRA OF COMPLEX WAVELETS

  Roddenberry, T. M., Saragadam, V., de Hoop, M. V. & Baraniuk, R. G., 2024.

  Research output: Contribution to conference › Paper › peer-review

• RETHINKING THE POWER OF GRAPH CANONIZATION IN GRAPH REPRESENTATION LEARNING WITH STABILITY

  Dong, Z., Zhang, M., Payne, P. R. O., Province, M. A., Cruchaga, C., Zhao, T., Li, F. & Chen, Y., 2024.

  Research output: Contribution to conference › Paper › peer-review
  1 Scopus citations

• SELF-CONSUMING GENERATIVE MODELS GO MAD

  Alemohammad, S., Casco-Rodriguez, J., Luzi, L., Humayun, A. I., Babaei, H., LeJeune, D., Siahkoohi, A. & Baraniuk, R. G., 2024.

  Research output: Contribution to conference › Paper › peer-review
  2 Scopus citations
• 2023

  A PRIMAL-DUAL FRAMEWORK FOR TRANSFORMERS AND NEURAL NETWORKS

  Nguyen, T. M., Nguyen, T., Ho, N., Bertozzi, A. L., Baraniuk, R. G. & Osher, S. J., 2023.

  Research output: Contribution to conference › Paper › peer-review
  3 Scopus citations

• RETRIEVAL-BASED CONTROLLABLE MOLECULE GENERATION

  Wang, Z., Nie, W., Qiao, Z., Xiao, C., Baraniuk, R. G. & Anandkumar, A., 2023.

  Research output: Contribution to conference › Paper › peer-review
  5 Scopus citations
• 2021

  MindSculpt: Using a Brain-Computer Interface to Enable Designers to Create Diverse Geometries by Thinking

  Yang, Q., Cruz-Garza, J. G. & Kalantari, S., 2021.

  Research output: Contribution to conference › Paper › peer-review

  • Brain computer interface 100%
  • Geometry 53%
  • Electroencephalography 14%
  • Computer aided design 12%
  • Brain 12%
  1 Scopus citations
• 2019

  A data-driven and distributed approach to sparse signal representation and recovery

  Mousavi, A., Dasarathy, G. & Baraniuk, R. G., 2019.

  Research output: Contribution to conference › Paper › peer-review

  • Data-driven 100%
  • Recovery 61%
  • Dimensionality reduction 26%
  • Maximum likelihood 22%
  • Maximum Likelihood 22%
  13 Scopus citations

• Aeroacoustic noise generation in compressible vortex reconnection

  Daryan, H. M. M., Hussain, F. & Hickey, J. P., Jan 1 2019.

  Research output: Contribution to conference › Paper › peer-review

  • Aeroacoustics 100%
  • Acoustic noise 80%
  • vortex 64%
  • Vortex flow 64%
  • Cascades (fluid mechanics) 41%
  2 Scopus citations

• A max-affine spline perspective of recurrent neural networks

  Wang, Z., Balestriero, R. & Baraniuk, R. G., 2019.

  Research output: Contribution to conference › Paper › peer-review

  • Recurrent Neural Networks 100%
  • neural network 70%
  • Recurrent neural networks 61%
  • Splines 57%
  • Operator 19%
  4 Scopus citations

• Development of a Physiologically-Based Mathematical Model for Quantifying Nanoparticle Distribution in Tumors: The 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society

  Dogra, P., Chuang, Y-L., Butner, J., Cristini, V. & Wang, Z., 2019, p. 2852-2855. 4 p.

  Research output: Contribution to conference › Paper › peer-review
  1 Scopus citations

• From hard to soft: Understanding deep network nonlinearities via vector quantization and statistical inference

  Balestriero, R. & Baraniuk, R. G., 2019.

  Research output: Contribution to conference › Paper › peer-review

  • Quantization 100%
  • Statistical Inference 97%
  • Nonlinearity 94%
  • Vector quantization 77%
  • activation 45%
  1 Scopus citations

• HealthSense: Software-defined Mobile-based Clinical Trials

  Curtis, A., Pai, A., Cao, J., Moukaddam, N. & Sabharwal, A., 2019.

  Research output: Contribution to conference › Paper › peer-review

  • mHealth 100%
  • Managers 65%
  • Clinical research 53%
  • Data streams 38%
  • Pipelines 29%
  8 Scopus citations

• Representing formal languages: A comparison between finite automata and recurrent neural networks

  Michalenko, J. J., Shah, A., Verma, A., Baraniuk, R. G., Chaudhuri, S. & Patel, A. B., Jan 1 2019.

  Research output: Contribution to conference › Paper › peer-review

  • Recurrent Neural Networks 100%
  • Automata 77%
  • Formal languages 73%
  • Formal Languages 71%
  • neural network 70%
  16 Scopus citations

• The potential of polyester fibrous leaflets for transcatheter heart valves

  Vaesken, A., Chakfe, N., Koupaei, A. Y., Dasi, L. P. & Heim, F., 2019, p. 61. 1 p.

  Research output: Contribution to conference › Paper › peer-review

• Turbulent boundary layer drag reduction using pulsed-DC plasma actuation

  Duong, A., Midya, S., Corke, T. C., Hussain, F. & Thomas, F. O., Jan 1 2019.

  Research output: Contribution to conference › Paper › peer-review

  • Drag reduction 100%
  • turbulent boundary layer 97%
  • drag 77%
  • Boundary layers 76%
  • Plasmas 75%
  6 Scopus citations
• 2018

  A Versatile Hybrid Agent-Based, Particle and Partial Differential Equations Method to Analyze Vascular Adaptation

  Garbey, M., Casarin, S., Berceli, S., Shi, Y. (ed.), Fu, H. (ed.), Tian, Y. (ed.), Krzhizhanovskaya, V. V. (ed.), Lees, M. H. (ed.), Dongarra, J. (ed.) & Sloot, P. M. A. (ed.), Jun 12 2018, p. 856-868. 13 p.

  Research output: Contribution to conference › Paper › peer-review

  • Partial differential equations 100%
  • Grafts 66%
  • Cell membranes 34%
  • Biomechanics 30%
  • Numerical methods 22%

• Mechanochromic response of 3D composite photonic crystals by numerical simulation

  Piccolo, V., Vaccari, A., Chiappini, A., Armellini, C., Deseri, L., Ferrari, M. & Zonta, D., 2018.

  Research output: Contribution to conference › Paper › peer-review

  • Photonic crystals 100%
  • Crystals 42%
  • Wavelength 37%
  • Composite materials 37%
  • Computer simulation 35%
• 2017

  A latent factor model for instructor content preference analysis

  Wang, J. Z., Lan, A. S., Grimaldi, P. J. & Baraniuk, R. G., Jan 1 2017, p. 290-295. 6 p.

  Research output: Contribution to conference › Paper › peer-review

  • Learning systems 100%
  • Taxonomies 68%
  • Data Analytics 35%
  • Recommender systems 32%
  • Factorization 32%

• Data-mining textual responses to uncover misconception patterns

  Michalenko, J. J., Lan, A. S., Waters, A. E., Grimaldi, P. J. & Baraniuk, R. G., Jan 1 2017, p. 208-213. 6 p.

  Research output: Contribution to conference › Paper › peer-review

  • Data mining 100%
  • Students 89%
  • Statistical Models 13%
  • Feedback 9%

• Data-mining textual responses to uncover misconception patterns

  Michalenko, J. J., Lan, A. S., Waters, A. E., Grimaldi, P. J. & Baraniuk, R. G., Jan 1 2017, p. 208-213. 6 p.

  Research output: Contribution to conference › Paper › peer-review

  • Data mining 100%
  • Students 89%
  • Statistical Models 13%
  • Feedback 9%
  3 Scopus citations

• Personalized feedback for open-response mathematical questions using long short-term memory networks

  Michalenko, J. J., Lan, A. S. & Baraniuk, R. G., Jan 1 2017, p. 350-351. 2 p.

  Research output: Contribution to conference › Paper › peer-review

  • Long short-term memory 100%
  • Polynomials 66%
  • Factorization 57%
  • Feedback 54%
  • Step response 34%
  1 Scopus citations

• Short-answer responses to STEM exercises: Measuring response validity and its impact on learning

  Waters, A., Grimaldi, P., Lan, A. & Baraniuk, R. G., Jan 1 2017, p. 374-375. 2 p.

  Research output: Contribution to conference › Paper › peer-review

  • Students 100%
  • Educational technology 50%
  • Physics 29%
  • Labels 28%
  • Machine learning 24%
  2 Scopus citations
• 2016

  A contextual bandits framework for personalized learning action selection

  Lan, A. S. & Baraniuk, R. G., Jan 1 2016, p. 424-429. 6 p.

  Research output: Contribution to conference › Paper › peer-review

  • Students 100%
  • Textbooks 33%
  • Education 22%
  • Machine learning 19%
  58 Scopus citations
• 2015

  Heart valve leaflets from semi-elastic composite fabric

  Heim, F., Vaesken, A. & Chakfe, N., 2015.

  Research output: Contribution to conference › Paper › peer-review

• Textile heart valve: Fabric construction parameters and in vivo results

  Heim, F., Vaesken, A. & Chakfe, N., 2015.

  Research output: Contribution to conference › Paper › peer-review
  3 Scopus citations
• 2014

  Fully associative ensemble learning for Hierarchical multi-label classification

  Zhang, L., Shah, S. K. & Kakadiaris, I. A., 2014.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Learning systems 100%
  • Labels 83%
  • Image annotation 25%
  • Genes 18%
  5 Scopus citations

• Robust 3D face shape reconstruction from single images via two-fold coupled structure learning

  Dou, P., Wu, Y., Shah, S. K. & Kakadiaris, I. A., 2014.

  Research output: Contribution to conference › Paper › peer-review

  • Singular value decomposition 100%
  • Glossaries 93%
  • Detectors 75%
  • Experiments 34%
  22 Scopus citations
• 2013

  Perspectives on the adoption / rejection of innovative technologies revisited-insights from the is outsourcing context

  Fischer, T. A., George, B. & Hirschheim, R., Jan 1 2013.

  Research output: Contribution to conference › Paper › peer-review

  • Outsourcing 100%
  • Information technology 37%
  1 Scopus citations

• Transcatheter textile heart valve: Effect of crimping on material performances

  Heim, F., Khoffi, F., Durand, B. & Chakfe, N., 2013.

  Research output: Contribution to conference › Paper › peer-review
• 2012

  Textile heart valve prosthesis: Early in vitro fatigue performances

  Heim, F., Durand, B. & Chakfe, N., 2012.

  Research output: Contribution to conference › Paper › peer-review

• Viscoelastic behavior of textile vascular prostheses

  Khoffi, F., Mathieu, D., Barbier, G., Chakfé, N. & Durand, B., 2012.

  Research output: Contribution to conference › Paper › peer-review

  • Grafts 100%
  • Prosthetics 83%
  • Textiles 75%
  • Force 51%
  • Acceptance tests 48%

• Wind Runners: Designing a Game to Encourage Medical Adherence for Children with Asthma

  Nikkila, S., Patel, G., Sundaram, H., Kelliher, A. & Sabharwal, A., 2012, p. 2411-2416. 6 p.

  Research output: Contribution to conference › Paper › peer-review
  6 Scopus citations
• 2011

  Coherent structures in the transition of compressible planar wakes

  Hickey, J. P., Hussain, F. & Wu, X., 2011.

  Research output: Contribution to conference › Paper › peer-review

  • Mach Number 100%
  • Mach number 52%
  • Compressibility 47%
  • Spreading 28%
  • Momentum Transfer 21%

• Modeling motion of body parts for action recognition

  Tran, K. N., Kakadiaris, I. A. & Shah, S. K., 2011.

  Research output: Contribution to conference › Paper › peer-review

  • Model structures 100%
  25 Scopus citations

• Predicting social interactions for visual tracking

  Yan, X., Kakadiaris, I. A. & Shah, S. K., 2011.

  Research output: Contribution to conference › Paper › peer-review

  • Markov chains 100%
  4 Scopus citations

• Sparse representation-based super-resolution for face recognition at a distance

  Bilgazyev, E., Efraty, B., Shah, S. K. & Kakadiaris, I. A., 2011.

  Research output: Contribution to conference › Paper › peer-review

  • Image resolution 100%
  • Face recognition 89%
  • Optical resolving power 40%
  • Glossaries 30%
  11 Scopus citations

• Textile heartvalve prosthesis: Assessment of in vivo performances

  Heim, F., Durand, B. & Chakfe, N., 2011.

  Research output: Contribution to conference › Paper › peer-review
• 2010

  Patch-cuts: A graph-based image segmentation method using patch features and spatial relations

  Brunner, G., Chittajallu, D. R., Kurkure, U. & Kakadiaris, I. A., 2010.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Information theory 100%
  • Tomography 83%
  • Image segmentation 81%
  • Textures 69%
  • Experiments 30%
  7 Scopus citations

• Textile heart valve prosthesis: Cnovel Manufacturing process and prototype performances

  Heim, F., Durand, B. & Chakfe, N., 2010.

  Research output: Contribution to conference › Paper › peer-review
• 2006

  3D face recognition

  Kakadiaris, I., Passalis, G., Toderici, G., Murtuza, N. & Theoharis, T., 2006, p. 869-878. 10 p.

  Research output: Contribution to conference › Paper › peer-review

  • Face recognition 100%
  • Invariance 55%
  • Metadata 51%
  • Scalability 42%
  • Automation 39%
  18 Scopus citations
• 2005

  Sensitivity of achievable rates for half-duplex relay channel

  Chakrabarti, A., Sabharwal, A. & Aazhang, B., 2005, p. 970-974. 5 p.

  Research output: Contribution to conference › Paper › peer-review

  • Modulation 100%
  • Power control 59%
  • Throughput 45%
  28 Scopus citations
• 2004

  A fuzzy rule based approach to identify brain structures using MRI, in the presence of individual anatomical differences

  Kent, T. A. & Hillman, G. R., 2004, p. 1000-1001. 2 p.

  Research output: Contribution to conference › Paper › peer-review

  • Individual Differences 100%
  • Fuzzy Rules 98%
  • Brain 74%
  • Fuzzy rules 72%
  • Magnetic resonance imaging 71%
  1 Scopus citations

• More efficient capture of bacteria on nanophase materials

  Zhong, Z., Banks, M. K. & Webster, T. J., Dec 1 2004, p. 8311-8313. 3 p.

  Research output: Contribution to conference › Paper › peer-review

  • Nanostructured materials 100%
  • Bacteria 90%
  • Alumina 52%
  • Topography 30%
  • Wastewater 28%
• 2003

  On Capacity of Gaussian 'Cheap' Relay Channel

  Khojastepour, M. A., Sabharwal, A. & Aazhang, B., 2003, p. 1776-1780. 5 p.

  Research output: Contribution to conference › Paper › peer-review

  • Radio receivers 100%
  • radio 76%
  • Frequency bands 25%
  • Decoding 24%
  • analysis 7%
  91 Scopus citations
• 2002

  Applications of a New-Generation NMR Wireline Logging Tool

  Heaton, N. J., Freedman, R., Karmonik, C., Taherian, R., Walter, K. & DePavia, L., 2002, p. 641-650. 10 p.

  Research output: Contribution to conference › Paper › peer-review

  • Nuclear magnetic resonance 100%
  • Fluids 31%
  • Characterization (materials science) 29%
  • Magnetic resonance 17%
  • Porosity 14%
  33 Scopus citations

• Diffusion-editing: New NMR measurement of saturation and pore geometry

  Hürlimann, M. D., Venkataramanan, L., Flaum, C., Speier, P., Karmonik, C., Freedman, R. & Heaton, N., Jan 1 2002.

  Research output: Contribution to conference › Paper › peer-review

  • Magnetic resonance measurement 100%
  • Nuclear magnetic resonance 68%
  • nuclear magnetic resonance 53%
  • saturation 40%
  • geometry 37%
  121 Scopus citations

• Evaluation of Two Scatter Correction Methods in Quantitative Brain SPECT with Dopaminergic Tracer

  Kim, K. M., Watabe, H., Varrone, A., Fujita, M., Innis, R. B. & Iida, H., 2002, p. 1792-1796. 5 p.

  Research output: Contribution to conference › Paper › peer-review

  • subtraction 100%
  • convolution integrals 99%
  • Single-Photon Emission-Computed Tomography 97%
  • tracers 92%
  • brain 90%

• On capacity of relay-assisted communication

  Sabharwal, A., 2002, p. 1244-1248. 5 p.

  Research output: Contribution to conference › Paper › peer-review

  • Outages 100%
  • communication 82%
  • topology 54%
  • Communication 54%
  • Ad hoc networks 52%
  8 Scopus citations

• Ordered packet scheduling in wireless ad hoc networks: Mechanisms and performance analysis

  Kanodia, V., Li, C., Sabharwal, A., Sadeghi, B. & Knightly, E., 2002, p. 58-70. 13 p.

  Research output: Contribution to conference › Paper › peer-review

  • Ad hoc networks 100%
  • Scheduling 70%
  • Network protocols 70%
  • Topology 52%
  • Clocks 21%
  65 Scopus citations

• Proteoimic analysis of all-trans-retinoic acid treated acute promyelocytic leukemia cells using mass spectrometry and amino acid specific stable isotope labeling

  Abdi, F., Ozpolat, B., Gu, S., Bradbury, E. M., Lopez-Berestein, G. & Chen, X., 2002, p. 293-294. 2 p.

  Research output: Contribution to conference › Paper › peer-review

  • All-Trans-Retinoic Acid 100%
  • Stable Isotope 74%
  • Mass Spectrometry 45%
  • Protein 28%
  • Acid 23%