Rochester, MN

Research output

Research output per year 1958 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024

• 96612 Article
• 15122 Review article
• 5539 Letter
• 4580 Comment/debate
• 10949 More
  • 3981 Editorial
  • 3573 Chapter
  • 1608 Conference contribution
  • 924 Short survey
  • 460 Conference article
  • 165 Paper
  • 126 Book
  • 112 Foreword/postscript

Research output per year

Research output per year

Search results

• 2024

  Decision Support System Detecting Patients at Risk of Prolonged QT and Associated Mortality

  Caraballo, P. J., Bos, J. M., Qian, R., Fischer, K. M., Johnsen, P. J., Schreie, D. J., Simon, G. & Ackerman, M. J., Jan 25 2024, MEDINFO 2023 - The Future is Accessible: Proceedings of the 19th World Congress on Medical and Health Informatics. Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). IOS Press BV, p. 1378-1379 2 p. (Studies in Health Technology and Informatics; vol. 310).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Decision support systems 100%
  • Clinical Decision Support Systems 63%
  • Mortality 49%
  • Control Groups 26%

• Dementia Prediction in Older Adults Using Sex-Specific Health Trajectory Clustering

  Ibrahim, O. A., Garg, M., Fu, S., Vassilaki, M., Petersen, R. C., St Sauver, J. & Sohn, S., Jan 25 2024, MEDINFO 2023 - The Future is Accessible: Proceedings of the 19th World Congress on Medical and Health Informatics. Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). IOS Press BV, p. 850-854 5 p. (Studies in Health Technology and Informatics; vol. 310).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Cluster Analysis 100%
  • Dementia 93%
  • Health 81%
  • Trajectories 77%
  • Delayed Diagnosis 17%

• Enhanced Impedance Flow Cytometry via Acoustic-Driven Microparticle Focusing in Microchannels

  Zhou, P., Xu, Y., Simon, T., Fernandez-Zapico, M. E., Ma, W. W. & Cui, T., 2024, IEEE 37th International Conference on Micro Electro Mechanical Systems, MEMS 2024. Institute of Electrical and Electronics Engineers Inc., p. 1130-1133 4 p. (Proceedings of the IEEE International Conference on Micro Electro Mechanical Systems (MEMS)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Flow cytometry 100%
  • cytometry 90%
  • microparticles 75%
  • Microchannels 72%
  • microchannels 70%
• 2023

  A De-embedded Pressure Drop Measurement Technique Coupled with Flow Network Analysis Software to Evaluate Pressure Drop Performance Curves for Direct Liquid Cooling Thermal Management Applications

  Polzer, S., Klitzke, N., Smutzer, C., Wilkins, W., Haider, C. & Gilbert, B., 2023, 39th Annual Semiconductor Thermal Measurement, Modeling and Management Symposium, SEMI-THERM 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Annual IEEE Semiconductor Thermal Measurement and Management Symposium; vol. 2023-March).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • network analysis 100%
  • liquid cooling 87%
  • pressure drop 76%
  • Electric network analysis 70%
  • Temperature control 67%

• A dense search challenge phantom fabricated with pixel-based 3D printing for precise detectability assessment

  Hsieh, S. S., Mei, K., Shapira, N., Shunhavanich, P., Stayman, J. W., McCollough, C. H., Gang, G., Leng, S., Geagen, M., Yu, L. & Noël, P. B., 2023, Medical Imaging 2023: Physics of Medical Imaging. Yu, L., Fahrig, R. & Sabol, J. M. (eds.). SPIE, 124631D. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12463).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Three-Dimensional Printing 100%
  • Efficiency 82%
  • Phantoms 79%
  • 3D printers 74%
  • printing 73%

• AI based gland detection in barrett s esophagus using optical coherence tomography for capsule endoscopy device

  Lee, J., Modi, V. K., Redij, R., Gadam, S., Gopalakrishnan, K., Rajagopal, A., Leggett, C. L. & Arunachalam, S. P., 2023, Proceedings of the 2023 Design of Medical Devices Conference, DMD 2023. American Society of Mechanical Engineers, v001t09a004. (Proceedings of the 2023 Design of Medical Devices Conference, DMD 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Optical tomography 100%
  • Endoscopy 90%
  • Barrett Esophagus 88%
  • Optical Coherence Tomography 73%
  • Equipment and Supplies 43%

• An auxiliary attention-based network for joint classification and localization of breast tumor on ultrasound images

  Fan, Z., Gong, P., Zhang, X., Wang, Z., Hao, Y., Song, P., Chen, S. & Li, H., 2023, Medical Imaging 2023: Image Processing. Colliot, O. & Isgum, I. (eds.). SPIE, 1246406. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12464).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • breast 100%
  • Tumors 96%
  • tumors 90%
  • Ultrasonics 80%
  • lesions 76%

• Arrhythmic sudden death survival prediction model for hypertrophic cardiomyopathy patients: An interpretable machine learning analysis

  Farahani, N. Z., Enayati, M., Pumarejo, A., Aguirre, M. A., Scott, C., Siontis, K., Bos, M., Geske, J. B., Ackerman, M. J. & Arruda-Olson, A. M., 2023, Proceedings of the 2023 Design of Medical Devices Conference, DMD 2023. American Society of Mechanical Engineers, v001t01a004. (Proceedings of the 2023 Design of Medical Devices Conference, DMD 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Implantable cardioverter defibrillators 100%
  • Hypertrophic Cardiomyopathy 67%
  • Machine Learning 66%
  • Sudden Death 61%
  • Machine learning 42%

• Assessment of cardiac gating in external beam ablation therapy of ventricular tachycardia

  Rettmann, M. E., Deisher, A. J., Hirao, T., Otsuka, N., Hohmann, S., Konishi, H., Imamura, K., Miller, A. N., Kruse, J. J., Shumway, D. A., Merrell, K. W. & Packer, D. L., 2023, Medical Imaging 2023: Image-Guided Procedures, Robotic Interventions, and Modeling. Linte, C. A. & Siewerdsen, J. H. (eds.). SPIE, 124662G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12466).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • tachycardia 100%
  • Ablation 74%
  • Ventricular Tachycardia 64%
  • therapy 57%
  • ablation 57%

• A Time-Shifted Fractional Calculus Model for Shear Wave Parameter Estimation in Viscoelastic Soft Tissue

  McGough, R. J. & Urban, M. W., 2023, IUS 2023 - IEEE International Ultrasonics Symposium, Proceedings. IEEE Computer Society, (IEEE International Ultrasonics Symposium, IUS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • calculus 100%
  • S waves 88%
  • swine 55%
  • liver 48%
  • wave equations 21%

• A training program to reduce reader search errors for liver metastasis detection in CT

  Hsieh, S. S., Inoue, A., Yalon, M., Cook, D. A., Fidler, J. L., Gong, H., Sudhir Pillai, P., Vercnocke, A. J., Johnson, M. P., Leng, S., Yu, L., Holmes, D. R., Carter, R. E., McCollough, C. H. & Fletcher, J. G., 2023, Medical Imaging 2023: Image Perception, Observer Performance, and Technology Assessment. Mello-Thoms, C. R. & Chen, Y. (eds.). SPIE, 1246704. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12467).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • metastasis 100%
  • Liver 82%
  • liver 75%
  • education 67%
  • Radiologists 63%

• A Transfer Learning-based Model for Individualized Clustered Seizure Prediction Using Intracranial EEG

  Cao, Y., Saboo, K. V., Kremen, V., Sladky, V., Gregg, N. M., Arnold, P. M., Pappu, S., Karoly, P. J., Freestone, D. R., Cook, M. J., Worrell, G. A. & Iyer, R. K., 2023, 11th International IEEE/EMBS Conference on Neural Engineering, NER 2023 - Proceedings. IEEE Computer Society, (International IEEE/EMBS Conference on Neural Engineering, NER; vol. 2023-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Transfer learning 100%
  • Electroencephalography 80%

• Augmenting Reddit Posts to Determine Wellness Dimensions impacting Mental Health

  Liyanage, C., Garg, M., Mago, V. & Sohn, S., 2023, BioNLP 2023 - BioNLP and BioNLP-ST, Proceedings of the Workshop. Demner-fushman, D., Ananiadou, S. & Cohen, K. (eds.). Association for Computational Linguistics (ACL), p. 306-312 7 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Wellness 100%
  • Mental Health 69%
  • Natural language processing systems 62%
  • Health 56%
  • Natural Language Processing (NLP) 54%

• Blood pressure prediction from photoplethysmogram signal using artificial intelligence

  Shinde, R. M., Manga, S., Muthavarapu, N., Gopalakrishnan, K., Aakre, C. A., Ryu, A. J. & Arunachalam, S. P., 2023, Proceedings of the 2023 Design of Medical Devices Conference, DMD 2023. American Society of Mechanical Engineers, v001t01a002. (Proceedings of the 2023 Design of Medical Devices Conference, DMD 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Artificial Intelligence 100%
  • Blood pressure 87%
  • Artificial intelligence 65%
  • Blood Pressure 47%
  • Decision trees 18%

• CareD: Caregiver's Experience with Cognitive Decline in Reddit Posts

  Garg, M. & Sohn, S., 2023, Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023. Institute of Electrical and Electronics Engineers Inc., p. 581-587 7 p. (Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Social computing 100%
  • Ethical aspects 87%
  • Large dataset 73%
  • Cognitive Dysfunction 55%
  • Health 49%

• Causal Structure Learning from Imperfect Longitudinal Data in Healthcare

  Yang, H., Tourani, R., Li, J., Caraballo, P., Steinbach, M., Kumar, V. & Simon, G., 2023, Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023. Institute of Electrical and Electronics Engineers Inc., p. 1-11 11 p. (Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Learning 100%
  • Delivery of Health Care 83%
  • Scalability 54%
  • Health 49%
  • Electronic Health Records 46%

• Characterizing the Users of Patient Portal Messaging: A Single Institutional Cohort Study

  Huang, M., Khurana, A., Mastorakos, G., Zhou, J., Zong, N., Yu, Y., Prigge, J. E., Patten, C. A., Liu, H. & Costello, B. A., 2023, Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023. Institute of Electrical and Electronics Engineers Inc., p. 381-387 7 p. (Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Patient Portals 100%
  • Cohort Studies 44%
  • Primary Health Care 22%
  • Communication 21%
  • Physician's Role 12%

• Charge sharing correction for photon counting detectors with coincidence counters

  Taguchi, K. & Hsieh, S. S., 2023, Medical Imaging 2023: Physics of Medical Imaging. Yu, L., Fahrig, R. & Sabol, J. M. (eds.). SPIE, 124630F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12463).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Photons 100%
  • Photon 81%
  • counters 74%
  • counting 73%
  • pixels 68%

• Classification of high-risk coronary plaques using radiomic analysis of multi-energy photon-counting-detector computed tomography (PCD-CT) images

  Dunning, C. A. S., Rajiah, P. S., Hsieh, S. S., Esquivel, A., Yalon, M., Weber, N. M., Gong, H., Fletcher, J. G., McCollough, C. H. & Leng, S., 2023, Medical Imaging 2023: Computer-Aided Diagnosis. Iftekharuddin, K. M. & Chen, W. (eds.). SPIE, 124652T. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12465).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Photons 100%
  • Tomography 81%
  • counting 73%
  • Iodine 72%
  • tomography 67%

• Classification Using Deep Transfer Learning on Structured Healthcare Data

  Farhadi, A., Chen, D., McCoy, R., Scott, C., Ma, P., Vachon, C. M., Zhang, J., Ngufor, C. & Miller, J. A., 2023, 2023 IEEE Symposium Series on Computational Intelligence, SSCI 2023. Institute of Electrical and Electronics Engineers Inc., p. 1560-1565 6 p. (2023 IEEE Symposium Series on Computational Intelligence, SSCI 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Transfer Learning 100%
  • Breast Cancer 85%
  • Transfer learning 77%
  • Healthcare 43%
  • Tumor 30%

• Contrast- and noise-dependent spatial resolution measurement for deep convolutional neural network-based noise reduction in CT using patient data

  Zhou, Z., Gong, H., Hsieh, S., McCollough, C. H. & Yu, L., 2023, Medical Imaging 2023: Physics of Medical Imaging. Yu, L., Fahrig, R. & Sabol, J. M. (eds.). SPIE, 124631J. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12463).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Noise abatement 100%
  • noise reduction 99%
  • Deep neural networks 94%
  • Noise 89%
  • Convolutional neural networks 88%

• Cough audio sentiment analytics for software as a medical device applications

  Damani, S., Sethi, A. K., Baraskar, B., Gopalakrishnan, K., Agarwal, J., Albitar, H. A., Ahluwalia, V., Donlinger, S. A. P., Iyer, V. & Arunachalam, S. P., 2023, Proceedings of the 2023 Design of Medical Devices Conference, DMD 2023. American Society of Mechanical Engineers, v001t09a003. (Proceedings of the 2023 Design of Medical Devices Conference, DMD 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Biomedical equipment 100%
  • Sleep 97%
  • Application programming interfaces (API) 87%
  • Software 69%
  • Wear of materials 66%

• Deep Learning-Based Air Trapping Quantification Using Paired Inspiratory-Expiratory Ultra-low Dose CT

  Muller, S. M., Ram, S., Bayfield, K. J., Reuter, J. H., Gestewitz, S., Yu, L., Wielpütz, M. O., Kauczor, H. U., Heussel, C. P., Robinson, T. E., Bartholmai, B. J., Hatt, C. R., Robinson, P. D., Galban, C. J. & Weinheimer, O., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 432-441 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14222 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Computed Tomography 100%
  • Trapping 88%
  • Quantification 77%
  • Dose 76%
  • Tomography 67%

• Detecting Speech Abnormalities With a Perceiver-Based Sequence Classifier that Leverages a Universal Speech Model

  Soltau, H., Shafran, I., Ottenwess, A., Duffy, J. R. J., Utianski, R. L., Barnard, L. R., Stricker, J. L., Wiepert, D., Jones, D. T. & Botha, H., 2023, 2023 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2023. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • classifiers 100%
  • abnormalities 97%
  • Classifier 88%
  • Classifiers 52%
  • Encoding 29%

• Dynamic Visualization of Gyral and Sulcal Stereoelectroencephalographic Contacts in Humans

  Adamek, M., Rockhill, A. P., Ince, N. F., Brunner, P. & Hermes, D., 2023, 2023 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Visualization 100%
  • Drug Resistant Epilepsy 74%
  • Clinical Decision-Making 68%
  • Electrodes 56%
  • Epilepsy 54%

• Endoscopic Image Enhanced Deep Learning Algorithm for Inflammatory Bowel Disease (IBD) Polyp Detection: Feasibility Study

  Fetzer, J. R., Redij, R., Agarwal, J., Rajagopal, A., Gopalakrishnan, K., Cherukuri, A. S. S., League, J., Vinsard, D. G., Leggett, C. L., Nayantara, C. P. & Arunachalam, S. P., 2023, 2023 IEEE International Conference on Electro Information Technology, eIT 2023. IEEE Computer Society, p. 655-659 5 p. (IEEE International Conference on Electro Information Technology; vol. 2023-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep learning 100%
  • Learning algorithms 92%
  • Endoscopy 46%
  • Artificial intelligence 32%
  • Testing 28%

• Enforcing Explainable Deep Few-Shot Learning to Analyze Plain Knee Radiographs: Data from the Osteoarthritis Initiative

  Littlefield, N., Moradi, H., Amirian, S., Kremers, H. M., Plate, J. F. & Tafti, A. P., 2023, Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023. Institute of Electrical and Electronics Engineers Inc., p. 252-260 9 p. (Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Orthopedics 100%
  • Knee Joint 83%
  • Image analysis 78%
  • Osteoarthritis 73%
  • Deep learning 73%

• Enhanced Shear Wave Velocity Calculation in Glaucoma Patients using Adaptive Singular Value Filter and Deep Neural Network in Ultrasound Elastography

  Bui, N. T., Kazemi, A., Chen, J., Larson, N. B., Sit, A. J. & Zhang, X., 2023, IUS 2023 - IEEE International Ultrasonics Symposium, Proceedings. IEEE Computer Society, (IEEE International Ultrasonics Symposium, IUS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • glaucoma 100%
  • S waves 67%
  • filters 47%
  • cornea 45%
  • decomposition 43%

• Enhancing Patient Care in Rare Genetic Diseases: An HPO-based Phenotyping Pipeline

  Xiao, Y., Enayati, M., Schaeferle, G. M., Lanpher, B. C., Klee, E. W. & Ngufor, C., 2023, Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023. Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2754-2760 7 p. (Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Ontology 100%
  • Phenotype 89%
  • Rare Diseases 71%
  • Inborn Genetic Diseases 68%
  • Human 66%

• Evaluating phase velocity of capillary waves on thin layer fluids using acoustic radiation force-based optical coherence elastography

  Liu, H. C. & Urban, M. W., 2023, Optical Elastography and Tissue Biomechanics X. Larin, K. V. & Scarcelli, G. (eds.). SPIE, 1238102. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12381).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Capillary Wave 100%
  • Phase velocity 78%
  • capillary waves 75%
  • Elasticity Imaging Techniques 70%
  • phase velocity 58%

• Evaluation of a Perineal Access Device for MRI-Guided Prostate Interventions

  Foroughi, P., Rajan, P., Hoßbach, M., Demir, A., Hämmelmann, J., Harlan, K., Mushtaq, A., Mynderse, L. A. & Woodrum, D. A., 2023, Medical Imaging 2023: Image-Guided Procedures, Robotic Interventions, and Modeling. Linte, C. A. & Siewerdsen, J. H. (eds.). SPIE, 124660J. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12466).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Needle Like Crystal 100%
  • Magnetic resonance imaging 99%
  • needles 95%
  • insertion 91%
  • Needles 84%

• Evaluation of low-contrast detectability of photon-counting-detector CT using channelized Hotelling observer and an ACR accreditation phantom

  Fan, M., Zhou, Z., Bruesewitz, M., McCollough, C. & Yu, L., 2023, Medical Imaging 2023: Physics of Medical Imaging. Yu, L., Fahrig, R. & Sabol, J. M. (eds.). SPIE, 1246348. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12463).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Accreditation 100%
  • radiology 97%
  • Radiology 95%
  • Photons 88%
  • Phantoms 79%

• Gastrointestinal Endoscopic Image Classification using a Novel Wavelet Decomposition Based Deep Learning Algorithm

  Sethi, A., Damani, S., Sethi, A. K., Rajagopal, A., Gopalakrishnan, K., Cherukuri, A. S. S. & Arunachalam, S. P., 2023, 2023 IEEE International Conference on Electro Information Technology, eIT 2023. IEEE Computer Society, p. 616-621 6 p. (IEEE International Conference on Electro Information Technology; vol. 2023-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Wavelet decomposition 100%
  • Image classification 86%
  • Endoscopy 80%
  • Convolutional neural networks 74%
  • Deep learning 72%

• Harnessing Transfer Learning for Dementia Prediction: Leveraging Sex-Different Mild Cognitive Impairment Prognosis

  Liu, Z., Garg, M., Fu, S., Sarkar, S., Vassilaki, M., Petersen, R. C., St. Sauver, J. & Sohn, S., 2023, Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023. Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2097-2100 4 p. (Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Transfer Learning 100%
  • Dementia 79%
  • Prognosis 74%
  • Transfer learning 63%
  • Machine Learning 60%

• Identification of Sleep Patterns via Clustering of Hypnodensities

  Mirth, J. R., Felton, C. L., Haider, C. R., McCarter, S. J., Morgenthaler, T. I., Louis, E. K. S. & Holmes, D. R., 2023, 2023 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Sleep 100%
  • Cluster Analysis 84%
  • Unsupervised Machine Learning 56%
  • Sleep Stages 39%
  • Polysomnography 35%

• Identifying Major Depressive Disorder From Clinical Notes Using Neural Language Models with Distant Supervision

  Miller, K., Kshatriya, B. S. A., Nunez, N. A., Gardea-Resendez, M., Ryu, E., Coombes, B. J., Fu, S., Frye, M. A., Biernacka, J., Huang, M. & Wang, Y., 2023, Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023. Institute of Electrical and Electronics Engineers Inc., p. 183-192 10 p. (Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Natural Language Processing 100%
  • Major Depressive Disorder 70%
  • Language 53%
  • Machine Learning 25%
  • Semantics 23%

• Improvements in dose efficiency with high resolution scan modes in photon counting CT

  Shunhavanich, P., Rajendran, K., Fan, M., McCollough, C. H., Leng, S., Yu, L. & Hsieh, S. S., 2023, Medical Imaging 2023: Physics of Medical Imaging. Yu, L., Fahrig, R. & Sabol, J. M. (eds.). SPIE, 124633O. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12463).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Photons 100%
  • Photon 81%
  • counting 73%
  • Detectors 66%
  • Dose 65%

• Itinerary predictive analytics: Ai based software as a medical device to predict patients first visit itinerary for healthcare administration

  Damani, S., Gopalakrishnan, K., Aedma, K., Muddaloor, P., Chandrasekhara, V., Ryu, A. J., Aakre, C. A. & Arunachalam, S. P., 2023, Proceedings of the 2023 Design of Medical Devices Conference, DMD 2023. American Society of Mechanical Engineers, v001t02a001. (Proceedings of the 2023 Design of Medical Devices Conference, DMD 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Predictive analytics 100%
  • Transfer learning 89%
  • Biomedical equipment 82%
  • Software 57%
  • Operating rooms 50%

• LoST: A Mental Health Dataset of Low Self-Esteem in Reddit Posts

  Garg, M., Gaur, M., Goswami, R. & Sohn, S., 2023, 2023 IEEE International Conference on Systems, Man, and Cybernetics: Improving the Quality of Life, SMC 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3854-3859 6 p. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Health 100%
  • Gold 73%
  • Supervised learning 72%
  • Screening 63%

• Machine Learning Models for Prediction of Joint Infections Following Hip Replacement Surgery

  Kremers, H. M., Sohn, S. & Kremers, W. K., 2023, Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023. Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3053-3058 6 p. (Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Machine Learning 100%
  • Surgery 97%
  • Replacement 88%
  • Infection 86%
  • Hip 73%

• Microwave Imaging Based Lesion Monitoring During Infarct Ablation: Feasibility Study

  Gaddam, S., Samaddar, P., Gopalakrishnan, K., Aedma, K., Damani, D., Shivaram, S., Dey, S., Roy, S., Mitra, D. & Arunachalam, S. P., 2023, 2023 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1393-1394 2 p. (IEEE Antennas and Propagation Society, AP-S International Symposium (Digest); vol. 2023-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Ablation 100%
  • Microwaves 71%
  • Imaging techniques 62%
  • Monitoring 45%
  • Temperature distribution 26%

• Multi-energy CT material decomposition using Bayesian deep convolutional neural network with explicit penalty of uncertainty and bias

  Gong, H., Leng, S., Baffour, F., Yu, L., Fletcher, J. G. & McCollough, C. H., 2023, Medical Imaging 2023: Physics of Medical Imaging. Yu, L., Fahrig, R. & Sabol, J. M. (eds.). SPIE, 124633M. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12463).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • penalties 100%
  • Deep neural networks 92%
  • Uncertainty 88%
  • Convolutional neural networks 87%
  • decomposition 72%

• Navigating Sex-Specific Disease Dynamics in Incident Dementia

  Garg, M., Petersen, R. C., Liu, X., Sauver, J. S., Vassilaki, M. & Sohn, S., 2023, Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023. Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4065-4072 8 p. (Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Dementia 100%
  • Health 40%
  • Trajectories 15%
  • Trajectory 13%
  • Disability 12%

• Not All Errors Are Created Equal: Evaluating The Impact of Model and Speaker Factors on ASR Outcomes in Clinical Populations

  Wiepert, D. A., Utianski, R. L., Duffy, J. R., Stricker, J. L., Barnard, L., Josephs, K. A., Whitwell, J. L., Jones, D. T. & Botha, H., 2023, 2023 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2023. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Automatic Speech Recognition 100%
  • speech recognition 89%
  • Speech recognition 55%
  • abnormalities 46%
  • Transcription 41%

• On the design of ultra-wide band antipodal vivaldi antenna for biomedical sensors

  Samaddar, P., Nusrat, T., Gaddam, S., Leggett, C. L., Dey, S., Mitra, D., Roy, S. & Arunachalam, S. P., 2023, Proceedings of the 2023 Design of Medical Devices Conference, DMD 2023. American Society of Mechanical Engineers, v001t09a006. (Proceedings of the 2023 Design of Medical Devices Conference, DMD 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Microwave Imaging 100%
  • Antennas 35%
  • Sensors 28%
  • Ultra-wideband (UWB) 13%
  • Resonators 13%

• On the Diagnosis of Nonalcoholic Steatohepatitis Using Dielectric Properties: Feasibility in Mouse Model

  Cherukuri, A. S. S., Samaddar, P., Carlos, A. A., Gopalakrishnan, K., Gaddam, S., Perez, L. T. V., Lee, H. S. K., Dey, S., Roy, S., Mitra, D., Hirsova, P. & Arunachalam, S. P., 2023, 2023 IEEE International Conference on Electro Information Technology, eIT 2023. IEEE Computer Society, p. 649-654 6 p. (IEEE International Conference on Electro Information Technology; vol. 2023-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Dielectric properties 100%
  • Liver 99%
  • Dielectric spectroscopy 51%
  • Biopsy 43%
  • Tissue 42%

• On the Pressure Sensing of Biological Fluids Using Microwaves

  Gaddam, S., Samaddar, P., Gopalakrishnan, K., Damani, D., Shivaram, S., Dey, S., Mitra, D., Roy, S. & Arunachalam, S. P., 2023, 2023 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 175-176 2 p. (IEEE Antennas and Propagation Society, AP-S International Symposium (Digest); vol. 2023-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Dielectric properties 100%
  • Microwaves 72%
  • Blood pressure 64%
  • Fluids 52%
  • Water 29%

• Parametric estimation of shear viscosity estimated with a nonlinear least-squares approach in viscoelastic media

  Bannon, N. A., Urban, M. W. & McGough, R. J., 2023, IUS 2023 - IEEE International Ultrasonics Symposium, Proceedings. IEEE Computer Society, (IEEE International Ultrasonics Symposium, IUS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • S waves 100%
  • viscosity 71%
  • shear 67%
  • random noise 17%
  • cross correlation 16%

• Partially Observable Markov Decision Process Model for Dynamic Human Activity Recognition Using Radio Frequency Signals

  Wang, F., Jones, D., Walker, L., Borah, B. & Salehinejad, H., 2023, 2023 IEEE 19th International Conference on Automation Science and Engineering, CASE 2023. IEEE Computer Society, (IEEE International Conference on Automation Science and Engineering; vol. 2023-August).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Markov processes 100%
  • Machine learning 8%
  • Experiments 4%

• Patient-specific uncertainty and bias quantification of non-transparent convolutional neural network model through knowledge distillation and Bayesian deep learning

  Gong, H., Yu, L., Leng, S., Hsieh, S. S., Fletcher, J. G. & McCollough, C. H., 2023, Medical Imaging 2023: Physics of Medical Imaging. Yu, L., Fahrig, R. & Sabol, J. M. (eds.). SPIE, 124631K. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12463).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Distillation 100%
  • Deep Learning 92%
  • Computer Neural Networks 87%
  • distillation 81%
  • learning 72%