Academic Institute

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 2025

• 2589849 Citations
• 37049 Article
• 4933 Review article
• 1650 Letter
• 1501 Chapter
• 4676 More
  • 1416 Comment/debate
  • 1228 Editorial
  • 1197 Conference contribution
  • 210 Short survey
  • 184 Conference article
  • 98 Book
  • 97 Chapter (peer-reviewed)
  • 65 Patent
  • 64 Foreword/postscript
  • 49 Paper
  • 29 Meeting Abstract
  • 14 Other contribution
  • 4 Other report
  • 4 Abstract
  • 3 Commissioned report
  • 3 Web publication/site
  • 2 Special issue
  • 1 Scholarly edition
  • 1 Entry for encyclopedia/dictionary
  • 1 Other chapter contribution
  • 1 Poster
  • 1 Literature review
  • 1 Featured article
  • 1 Design
  • 1 Preprint
  • 1 Working paper

Research output per year

Research output per year

Search results

• 2024

  A compact and low-cost solution for rapid frequency domain lifetime imaging

  Singh, L., Hu, L. & Walsh, A. J., 2024.

  Research output: Contribution to conference › Paper

  • Frequency Domain 100%
  • Control Automation 50%
  • Ergonomic Software 50%
  • Illustrates 33%
  • System Parameter 33%

• 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

  • Multilayer Neural Networks 100%
  • Perceptron 100%
  • Euclidean Domain 33%
  • Coarse Approximation 16%
  • Fourier Theory 16%

• Pedagogical Alignment of Large Language Models

  Sonkar, S., Ni, K., Chaudhary, S. & Baraniuk, R. G., 2024, p. 13641-13650. 10 p.

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

  • Large Language Models 100%
  • Large Language Model 100%
  • Mistral 100%
  • Human Preferences 57%
  • Learning from Humans 57%

• 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

  • Graph Canonization 100%
  • Graph Power 100%
  • Graph Representation Learning 100%
  • Sufficient Condition 100%
  • Representation Learning 100%
  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

  • Artificial Intelligence 100%
  • Generative Model 100%
  • File Format 50%
  • Real Data 50%
  • Create Process 50%
  11 Scopus citations

• Student Data Paradox and Curious Case of Single Student-Tutor Model: Regressive Side Effects of Training LLMs for Personalized Learning

  Sonkar, S., Liu, N. & Baraniuk, R. G., 2024, p. 15543-15553. 11 p.

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

  • Training Effect 100%
  • Personalized Learning 100%
  • Student Data 100%
  • Large Language Models 100%
  • University Tutor 100%
  1 Scopus citations

• Unveiling the Metabolic Diversity in Cancer: Quantifying Cancer Stem Cells and Bulk Cancer Cells Through FLIM Imaging and Computational Analysis

  Ravi, V. S., Clevenger, A. J., Morganti, S., Raghavan , S. & Walsh, A. J., 2024.

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

  • Microscopic Imaging 100%
  • Imaging Analysis 100%
  • In Cancer 100%
  • Tumor Cells 100%
  • Cancer Cells 100%
• 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

  • Attention Layer 100%
  • Batch Normalization Layer 49%
  • SVR Model 49%
  • Model Improving 49%
  • Primal Formulation 49%
  8 Scopus citations

• WIRE: Wavelet Implicit Neural Representations

  Saragadam, V., LeJeune, D., Tan, J., Balakrishnan, G., Veeraraghavan, A. & Baraniuk, R. G., 2023, p. 18507-18516. 10 p.

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

  Open Access

  • Wavelet 100%
  • Implicit Neural Representation 100%
  • Activation Function 100%
  • Neural Representation 100%
  • Computed Tomography 100%
  64 Scopus citations
• 2019

  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

• 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

  • Clinical Researcher 100%
  • Computer Scientist 100%
  • Mobile Technology 100%
  • Android 100%
  • Data Stream 100%
  8 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. (Editor), Fu, H. (Editor), Tian, Y. (Editor), Krzhizhanovskaya, V. V. (Editor), Lees, M. H. (Editor), Dongarra, J. (Editor) & Sloot, P. M. A. (Editor), Jun 12 2018, p. 856-868. 13 p.

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

  • Agent-based 100%
  • Vascular Adaptation 100%
  • Hybrid Agents 100%
  • Partial Differential Equation Method 100%
  • Vascular Biology 100%
• 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

  • Local Prediction 100%
  • Hierarchical multi-label Classification 100%
  • Ensemble Learning 100%
  • Global Prediction 100%
  • Classification Problem 50%
  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

  • Coupled Structures 100%
  • 3D Face Shape 100%
  • Structure Learning 100%
  • Face Shape 66%
  • Shape from Shading 50%
  22 Scopus citations
• 2012

  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

  • Peak Expiratory Flow 100%
  • Gaming 100%
  • Gaming Features 50%
  • Social Gaming 50%
  • Mobile Games 50%
  6 Scopus citations
• 2011

  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

  • Part Movement 100%
  • Local Representation 50%
  • Action Datasets 50%
  • Motion Information 50%
  • Pictorial Structure Model 50%
  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

  • Motion Model 100%
  • Interaction Potential 100%
  • Constant Velocity 100%
  • Eye Tracking 100%
  • Social Interaction 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

  • Sparse Representation 100%
  • Face Recognition 100%
  • Super-resolution 100%
  • At a Distance 100%
  • High-frequency Component 100%
  11 Scopus citations
• 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

  • Segmentation Method 100%
  • Patch Cut 100%
  • Energy Term 50%
  • Morphological Operations 50%
  • Arbitrary Shape 50%
  7 Scopus citations
• 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

  • 3D Face Recognition 100%
  • Publicly Available 50%
  • Alignment Algorithm 50%
  • Wavelet 50%
  • Preprocessing Techniques 50%
  19 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

  • Half-duplex Relay Channel 100%
  • Achievable Rate 100%
  • Relay Channel 100%
  • BPSK Modulation 33%
  • Relay Networks 33%
  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

  • Magnetic Resonance Imaging 100%
  • Individual Differences 100%
  • Frontal Lobe 50%
  • Hippocampus 50%
  • Brain Imaging 50%
  1 Scopus citations

• An mri-compatible probe exchanger for early diagnosis and treatment of breast cancer

  Larson, B. T., Erdman, A. G. & Tsekos, N. V., 2004, p. 147-153. 7 p.

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

  • Probe Positioning 100%
  • Positioning Device 100%
  • Magnetic Resonance Imaging 100%
  • Five-degree-of-freedom 50%
  • Piezoelectric Motor 50%

• 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

  • Nanometre 100%
  • Aluminum Oxide 100%
  • Cell Capture 50%
  • Materials Characterization Techniques 50%
  • Waste Soil 50%
• 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

  • Gaussians 100%
  • Nodes 100%
  • Relay Channel 100%
  • Max 50%
  • Superposition 50%
  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

  • Wireline Logs 100%
  • Logging Tool 100%
  • Nuclear Magnetic Resonance 100%
  • Nuclear Magnetic Resonance Logging 50%
  • Fluid Characterization 50%
  33 Scopus citations

• Design of a robotic stereotactic device for biopsy and minimally invasive interventions in the breast with real time MRI guidance

  Larson, B. T., Tsekos, N. V., Erdman, A. G., Yacoub, E., Tsekos, P. V. & Koutlas, I. G., 2002, p. 757-765. 9 p.

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

  • Actuator 100%
  • Magnetic Field 100%
  • Degree of Freedom 100%
  • Ultrasonics 100%
  • Conductive 100%
  1 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., 2002.

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

  • Echo Spacing 100%
  • Pore Geometry 100%
  • Nuclear Magnetic Resonance 100%
  • Facilitated Diffusion 100%
  • Magnetism 100%
  125 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

  • Dopaminergic 100%
  • Reconstruction 100%
  • Single Photon Emission Computed Tomography 100%
  • Single-Photon Emission Computed Tomography 100%
  • Radioactive Tracer 100%

• On capacity of relay-assisted communication

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

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

  • Route Discovery 100%
  • Relay Communication 100%
  • Nodes 100%
  • Sensor Network 100%
  • Outage Probability 100%
  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

  • Theoretic Framework 100%
  • Connected Graph 100%
  • Control Message 100%
  • Problem Formulation 100%
  • Rapid Convergence 100%
  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

  • Mass Spectrometry 100%
  • Amino Acid 100%
  • Matrix-Assisted Laser Desorption/Ionization 100%
  • Tandem Mass Spectrometry 100%
  • Tretinoin 100%
• 2001

  Delay and rate constrained transmission policies over wireless channels

  Rajan, D., Sabharwal, A. & Aazhang, B., 2001, p. 806-810. 5 p.

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

  • Delay Constraint 100%
  • Wireless Channel 100%
  • Transmission Policy 100%
  • Gaussian Channel 50%
  • Power Requirement 50%
  9 Scopus citations
• 1998

  Model selection for nested model classes with cost constraints

  Sabharwal, A. & Potter, L., 1998, p. 84-87. 4 p.

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

  • Hypothesized Model 100%
  • Likelihood Estimate 100%
  • Nested Model 100%
  • Stochastic Complexity 50%
  • Maximum Likelihood Estimate 50%
  3 Scopus citations
• 1997

  Transport and separation of particles by chaotic advection

  Omurtag, A., Stickel, V. G., Gomez, S. M., Leonard, E. F. & Chevray, R., Jan 1 1997, p. 40-45. 6 p.

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

  • Particle Transport 100%
  • Reynolds Number 100%
  • Advection 100%
  • Fluid Particles 50%
  • Mixing Efficiency 50%
• 1996

  Chaotic advection in a bioengineering system

  Omurtag, A., Stickel, V. & Chevray, R., Jan 1 1996, p. 450-453. 4 p.

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

  • Bioengineering System 100%
  • Fetal Cell 100%
  • Biotechnology 100%
  • Physical Abnormalities 50%
  • Prenatal Detection 50%
  5 Scopus citations
• 1995

  3D human body model acquisition from multiple views

  Kakadiaris, I. A. & Metaxas, D., 1995, p. 618-623. 6 p.

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

  • Body Part 100%
  • Human Body Model 100%
  • Multiple View 100%
  • 3D Human Body Model 100%
  • Motion 100%
  104 Scopus citations

• Determination of wall shear stress in the abdominal aorta using magnetic resonance phase velocity mapping

  Oshinski, J. N., Ku, D. N., Loth, F. & Pettigrew, R. I., Jan 1 1995, p. 3-4. 2 p.

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

  • Abdominal Aorta 100%
  • Magnetic Resonance 100%
  • Wall Shear Stress 100%
  • Resonant Phase 100%
  • Phase Velocity Mapping 100%

• Effects of turbulent velocity fluctuations upon computationally simulated magnetic resonance angiograms

  Siegel, J. M., Oshinski, J. N., Pettigrew, R. I. & Ku, D. N., Jan 1 1995, p. 369-370. 2 p.

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

  • Time-of-Flight 100%
  • Turbulent Velocity Fluctuation 100%
  • Turbulent Velocity Fluctuations 100%
  • Phase Flow 50%
  • Turbulent Motion 50%

• Improved measurements of pressure gradients in aortic coarctations by magnetic resonance imaging

  Oshinski, J. N., Parks, W. J., Markou, C. P., Bergman, H. L., Larson, B. E., Ku, D. N., Mukundan, S. & Pettigrew, R. I., Jan 1 1995, p. 371-372. 2 p.

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

  • Magnetic Resonance Imaging 100%
  • Pressure Gradient 100%
  • Pressure Measurement 100%
  • Aortic Coarctation 100%
  • Stenosis 100%
  1 Scopus citations

• Numerical study of blood flow through carotid bifurcation

  Jou, L.-D. & Berger, S. A., Dec 1 1995, p. 201-202. 2 p.

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

  • Mean Shear Stress 100%
  • Carotid Sinus 100%
• 1994

  Active motion-based segmentation of human body outlines

  Kakadiaris, I. A., Metaxas, D. & Bajcsy, R., 1994, p. 50-56. 7 p.

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

  • Motion 100%
  • Motion Parameter 50%
  • Body Position 33%
  • Human Parts 33%
  3 Scopus citations
• 1993

  The Role of Massive Parallelism in Parallel Inference Applications

  Nitta, K. & Wong, S., 1993, p. 174-180. 7 p.

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

  • Parallel Inference 100%
  • Fifth Generation 66%
  • Generation Computer 66%
  • Game of Go 33%
  • Parallel Logic 33%
• 1987

  MECHANICS OF THE LEFT VENTRICLE: EFFECTS OF RADIAL ACTIVATION AND TWISTING MOTION.

  Ohayon, J. & Chadwick, R. S., 1987, p. 336-338. 3 p.

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

  • Twisting Motion 100%
  • Left Ventricle 100%
  • Coupled Integral Equations 50%
  • Propagation Time 50%
  • Equilibrium System 50%

• THEORY FOR REGIONAL MYOCARDIAL BLOOD FLOW.

  Chadwick, R. S. & Ohayon, J., 1987, p. 35-37. 3 p.

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

  • Pathophysiology 100%
  • Ischemia 100%
  • Blood Flow 100%
  • Myocardium 100%
  • Heart Muscle Ischemia 100%
• 1986

  THEORY FOR REGIONAL MYOCARDIAL BLOOD FLOW.

  Chadwick, R. S. & Ohayon, J., 1986, p. 97-98. 2 p.

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

  • Coronary Artery 100%
  • Coronary Veins 100%
  • Regional Myocardial Blood Flow 100%
  • Cross Network 100%
  • Physiological Condition 100%
• 1982

  ENVIRONMENTAL STABILITY OF DOPED (CH)//X ELECTRODES IN AQUEOUS SOLUTIONS.

  Guiseppi-Elie, A. & Wnek, G. E., Dec 1 1982. 1 p.

  Research output: Contribution to conference › Paper › peer-review
  1 Scopus citations
• 1974

  MASS AND ION KINETIC ENERGY SPECTRA OF THE CHLORINATED ANILINES.

  Safe, S., Hutzinger, O., Jamieson, W. D. & Cook, M., 1974, p. 85-91. 7 p.

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

  • Kinetic Energy Spectrum 100%
  • Ion Kinetic Energy 100%
  • Ion Kinetic Energy Spectrum 100%
• 1973

  ANALYSIS OF THE INFLUENCE OF FLUID FLOW ON THE PLASTICITY OF POROUS ROCK UNDER AN AXIALLY-SYMMETRIC PUNCH.

  Kojic, M. & Cheatham, J. B., 1973.

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

  • Fluid Flow 100%
  • Porous Rocks 100%
  • Punching 100%
  • Axially Symmetric 100%
  • Porous Rock 100%