Icahn School of Medicine at Mount Sinai

Research output

Research output per year 1862 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023

• 32832102 Citations
• 2480 h-index
• 61247 Article
• 10308 Review article
• 4327 Comment/debate
• 4136 Letter
• 7760 More
  • 3511 Editorial
  • 2707 Chapter
  • 749 Short survey
  • 369 Conference contribution
  • 154 Book
  • 135 Foreword/postscript
  • 87 Conference article
  • 46 Paper
  • 2 Preprint

Research output per year

Research output per year

Search results

• 2022

  A Comparison of Automated Named Entity Recognition Tools Applied to Clinical Text

  Shah-Mohammadi, F. & Finkelstein, J., 2022, ICIIBMS 2022 - 7th International Conference on Intelligent Informatics and Biomedical Sciences. Institute of Electrical and Electronics Engineers Inc., p. 227-231 5 p. (ICIIBMS 2022 - 7th International Conference on Intelligent Informatics and Biomedical Sciences).

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

  • Named Entity Recognition 100%
  • Natural Language Processing (NLP) 77%
  • Annotation 76%
  • Electric sparks 54%
  • Language 44%

• Activity Recognition in Parkinson's Patients from Motion Data Using a CNN Model Trained by Healthy Subjects

  Davidashvilly, S., Hssayeni, M., Chi, C., Jimenez-Shahed, J. & Ghoraani, B., 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. Institute of Electrical and Electronics Engineers Inc., p. 3199-3202 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2022-July).

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

  • Computer Neural Networks 100%
  • Convolutional neural networks 69%
  • Psychology Recognition 67%
  • Parkinson Disease 51%
  • Healthy Volunteers 51%

• Aerobic Exercise System for Home Telerehabilitation

  Smiley, A. & Finkelstein, J., 2022, Proceedings - 2022 IEEE 35th International Symposium on Computer-Based Medical Systems, CBMS 2022. Shen, L., Gonzalez, A. R., Santosh, KC., Lai, Z., Sicilia, R., Almeida, J. R. & Kane, B. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 297-301 5 p. (Proceedings - IEEE Symposium on Computer-Based Medical Systems; vol. 2022-July).

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

  • Telerehabilitation 100%
  • Bins 70%
  • Tablets 59%
  • Telecommunications 44%
  • Exercise 41%

• Assessing Disparities in COVID-19 Testing Using National COVID Cohort Collaborative

  Lyu, J., Cui, W. & Finkelstein, J., 2022, Advances in Informatics, Management and Technology in Healthcare. Mantas, J., Gallos, P., Zoulias, E., Hasman, A., Househ, M. S., Diomidous, M., Liaskos, J. & Charalampidou, M. (eds.). IOS Press BV, p. 316-319 4 p. (Studies in Health Technology and Informatics; vol. 295).

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

  Open Access

  • Population distribution 100%
  • Censuses 71%
  • Datasets 51%
  • Hispanic Americans 42%
  • National Center for Advancing Translational Sciences (U.S.) 41%
  2 Scopus citations

• Automated machine learning-based radiomics analysis versus deep learning-based classification for thyroid nodule on ultrasound images: a multi-center study

  Liu, Z., Deyer, L., Yang, A., Liu, S., Gong, J., Yang, Y., Huang, M., Doshi, A., Lu, M., Lee, D., Deyer, T. & Mei, X., 2022, Proceedings - IEEE 22nd International Conference on Bioinformatics and Bioengineering, BIBE 2022. Institute of Electrical and Electronics Engineers Inc., p. 23-28 6 p. (Proceedings - IEEE 22nd International Conference on Bioinformatics and Bioengineering, BIBE 2022).

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

  • Ultrasound Image 100%
  • Nodule 96%
  • Ultrasound 84%
  • Deep Learning 75%
  • Machine Learning 72%

• Automated measurements of leg length on radiographs by deep learning

  Liu, Z., Yang, A., Liu, S., Deyer, L., Deyer, T., Lee, H. C., Yang, Y., Lee, J., Fayad, Z. A., Hayden, B., Fauveau, V., Huang, M. & Mei, X., 2022, Proceedings - IEEE 22nd International Conference on Bioinformatics and Bioengineering, BIBE 2022. Institute of Electrical and Electronics Engineers Inc., p. 17-22 6 p. (Proceedings - IEEE 22nd International Conference on Bioinformatics and Bioengineering, BIBE 2022).

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

  • Deep Learning 100%
  • Computed Tomography 69%
  • Learning 66%
  • Deep learning 64%
  • Learning Algorithm 57%

• Automatic Head and Neck Tumor Segmentation and Progression Free Survival Analysis on PET/CT Images

  Yuan, Y., Adabi, S. & Wang, X., 2022, Head and Neck Tumor Segmentation and Outcome Prediction - 2nd Challenge, HECKTOR 2021, Held in Conjunction with MICCAI 2021, Proceedings. Andrearczyk, V., Oreiller, V., Hatt, M. & Depeursinge, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 179-188 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13209 LNCS).

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

  • CT Image 100%
  • Segmentation 70%
  • Survival Analysis 65%
  • Tumor 61%
  • Tumors 59%
  2 Scopus citations

• A virtual human interaction using scaffolded ping-pong feedback for healthcare learners to practice empathy skills

  Yao, H., De Siqueira, A. G., Bafna, A., Peterkin, D., Richards, J., Rogers, M. L., Foster, A., Galynker, I. & Lok, B., 6 Sep 2022, IVA 2022 - Proceedings of the 22nd ACM International Conference on Intelligent Virtual Agents. Association for Computing Machinery, Inc, 2. (IVA 2022 - Proceedings of the 22nd ACM International Conference on Intelligent Virtual Agents).

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

  Open Access

  • Feedback 100%
  • Education 12%

• Characteristics of Electronic Informed Consent Platforms for Consenting Patients to Research Studies: A Scoping Review

  Guarino, J., Parvanova, I. & Finkelstein, J., 6 Jun 2022, MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation - Proceedings of the 18th World Congress on Medical and Health Informatics. Otero, P., Scott, P., Martin, S. Z. & Huesing, E. (eds.). IOS Press BV, p. 777-781 5 p. (Studies in Health Technology and Informatics; vol. 290).

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

  Open Access

  • Informed Consent 100%
  • Multimedia 17%
  • Consent Forms 17%
  • Pandemics 13%
  • Patient Satisfaction 11%
  1 Scopus citations

• Comparative Assessment of Completeness of CDISC Controlled Terminology

  Elghafari, A. & Finkelstein, J., 6 Jun 2022, MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation - Proceedings of the 18th World Congress on Medical and Health Informatics. Otero, P., Scott, P., Martin, S. Z. & Huesing, E. (eds.). IOS Press BV, p. 111-115 5 p. (Studies in Health Technology and Informatics; vol. 290).

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

  Open Access

  • Terminology 100%
  • National Institute of Neurological Disorders and Stroke (U.S.) 54%
  • Benchmarking 39%
  • Multiple Sclerosis 32%
  • Clinical Trials 11%

• Deep Learning Models for 3D MRI Brain Classification: A Multi-sequence Comparison

  Pullig, M., Bergner, B., Doshi, A., Hennemuth, A., Fayad, Z. A. & Lippert, C., 2022, Bildverarbeitung für die Medizin 2022 - Proceedings, German Workshop on Medical Image Computing. Maier-Hein, K., Deserno, T. M., Handels, H., Maier, A., Palm, C. & Tolxdorff, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 204-209 6 p. (Informatik aktuell).

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

• Dyskinesia Estimation of Imbalanced Data Using a Deep-Learning Model

  Hssayeni, M. D., Jimenez-Shahed, J. & Ghoraani, B., 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. Institute of Electrical and Electronics Engineers Inc., p. 3195-3198 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2022-July).

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

  • Deep Learning 100%
  • Dyskinesias 80%
  • Deep learning 64%
  • Parkinson Disease 60%
  • Datasets 57%

• Effect of Hydroxychloroquine on Influenza Prevention

  Huo, X. & Finkelstein, J., 2022, Advances in Informatics, Management and Technology in Healthcare. Mantas, J., Gallos, P., Zoulias, E., Hasman, A., Househ, M. S., Diomidous, M., Liaskos, J. & Charalampidou, M. (eds.). IOS Press BV, p. 343-344 2 p. (Studies in Health Technology and Informatics; vol. 295).

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

  Open Access

  • Hydroxychloroquine 100%
  • Logistic regression 82%
  • Human Influenza 68%
  • Logistic Models 19%
  • Propensity Score 15%

• Evaluating Scale Attention Network for Automatic Brain Tumor Segmentation with Large Multi-parametric MRI Database

  Yuan, Y., 2022, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 7th International Workshop, BrainLes 2021, Held in Conjunction with MICCAI 2021, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 42-53 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12963 LNCS).

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

  • Brain Tumor 100%
  • Segmentation 75%
  • Magnetic resonance imaging 65%
  • Tumors 64%
  • Brain 51%

• Exploring Determinants of Longevity of Biomedical Databases

  Finkelstein, J., Guarino, J., Huo, X., Borziak, K. & Parvanova, I., 6 Jun 2022, MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation - Proceedings of the 18th World Congress on Medical and Health Informatics. Otero, P., Scott, P., Martin, S. Z. & Huesing, E. (eds.). IOS Press BV, p. 135-139 5 p. (Studies in Health Technology and Informatics; vol. 290).

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

  Open Access

  • Databases 100%
  • Longevity 29%
  • Open access 21%
  • Sustainable development 14%
  • Datasets 13%

• Gene Expression Markers of Prognostic Importance for Prostate Cancer Risk in Patients with Benign Prostate Hyperplasia

  Borziak, K. & Finkelstein, J., 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. Institute of Electrical and Electronics Engineers Inc., p. 73-76 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2022-July).

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

  • Epithelial Cells 100%
  • Gene expression 70%
  • Hyperplasia 56%
  • Prostate 53%
  • Prostatic Neoplasms 51%

• Identifying Determinants of Disparities in Lung Cancer Survival Rates from Electronic Health Record Data

  Cui, W. & Finkelstein, J., 25 May 2022, Challenges of Trustable AI and Added-Value on Health - Proceedings of MIE 2022. Seroussi, B., Weber, P., Dhombres, F., Grouin, C., Liebe, J-D., Liebe, J-D., Liebe, J-D., Pelayo, S., Pinna, A., Rance, B., Rance, B., Sacchi, L., Ugon, A., Ugon, A., Benis, A. & Gallos, P. (eds.). IOS Press BV, p. 715-716 2 p. (Studies in Health Technology and Informatics; vol. 294).

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

  Open Access

  • Electronic Health Records 100%
  • Lung Neoplasms 77%
  • Survival Rate 73%
  • Health 71%
  • Survival 54%

• Incremental Learning in Time-series Data using Reinforcement Learning

  Shuqair, M., Jimenez-Shahed, J. & Ghoraani, B., 2022, Proceedings - 22nd IEEE International Conference on Data Mining Workshops, ICDMW 2022. Candan, K. S., Dinh, T. N., Thai, M. T. & Washio, T. (eds.). IEEE Computer Society, p. 868-875 8 p. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2022-November).

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

  • Reinforcement learning 100%
  • Time series 86%
  • Wearable sensors 35%
  • Monitoring 32%
  • Testing 22%

• Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-rays with Radiomics using a Feedback Loop

  Han, Y., Chen, C., Tewfik, A., Glicksberg, B., Ding, Y., Peng, Y. & Wang, Z., 2022, Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022. Institute of Electrical and Electronics Engineers Inc., p. 1789-1798 10 p. (Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022).

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

  • X rays 100%
  • Feedback 69%
  • Knobs 31%
  • Computer aided manufacturing 24%
  • Labels 18%
  3 Scopus citations

• Latent COVID-19 Clusters in Patients with Opioid Misuse

  Shah-Mohammadi, F., Cui, W., Bachi, K., Hurd, Y. & Finkelstein, J., 2022, Informatics and Technology in Clinical Care and Public Health. Mantas, J., Hasman, A., Househ, M. S., Gallos, P., Zoulias, E. & Liasko, J. (eds.). IOS Press BV, p. 123-127 5 p. (Studies in Health Technology and Informatics; vol. 289).

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

  Open Access

  • Opioid Analgesics 100%
  • Intensive care units 74%
  • Unsupervised Machine Learning 67%
  • Factor analysis 63%
  • K-means clustering 62%

• Learning Optimal K-space Acquisition and Reconstruction using Physics-Informed Neural Networks

  Peng, W., Feng, L., Zhao, G. & Liu, F., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 20762-20771 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

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

  • Magnetic resonance 100%
  • Physics 83%
  • Ordinary differential equations 76%
  • Sampling 67%
  • Neural networks 58%
  1 Scopus citations

• Machine Learning Approaches for Early Prostate Cancer Prediction Based on Healthcare Utilization Patterns

  Finkelstein, J., Cui, W., Martin, T. C. & Parsons, R., 2022, Informatics and Technology in Clinical Care and Public Health. Mantas, J., Hasman, A., Househ, M. S., Gallos, P., Zoulias, E. & Liasko, J. (eds.). IOS Press BV, p. 65-68 4 p. (Studies in Health Technology and Informatics; vol. 289).

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

  Open Access

  • Machine Learning 100%
  • Prostatic Neoplasms 70%
  • Machine learning 64%
  • Delivery of Health Care 53%
  • Supervised Machine Learning 23%

• Multi-Dimensional Laboratory Test Score as a Proxy for Health

  Ezra, B. H., Havaldar, S., Glicksberg, B. & Rappoport, N., 25 May 2022, Challenges of Trustable AI and Added-Value on Health - Proceedings of MIE 2022. Seroussi, B., Weber, P., Dhombres, F., Grouin, C., Liebe, J-D., Liebe, J-D., Liebe, J-D., Pelayo, S., Pinna, A., Rance, B., Rance, B., Sacchi, L., Ugon, A., Ugon, A., Benis, A. & Gallos, P. (eds.). IOS Press BV, p. 219-223 5 p. (Studies in Health Technology and Informatics; vol. 294).

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

  Open Access

  • Proxy 100%
  • Health 69%
  • Reference Values 50%
  • Machine Learning 35%
  • Standard of Care 30%

• NLP-Assisted Pipeline for COVID-19 Core Outcome Set Identification Using ClinicalTrials.gov

  Shah-Mohammadi, F., Parvanova, I. & Finkelstein, J., 6 Jun 2022, MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation - Proceedings of the 18th World Congress on Medical and Health Informatics. Otero, P., Scott, P., Martin, S. Z. & Huesing, E. (eds.). IOS Press BV, p. 622-626 5 p. (Studies in Health Technology and Informatics; vol. 290).

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

  Open Access

  • Natural Language Processing 100%
  • Pipelines 51%
  • Clinical Trials 44%
  • Metadata 33%
  • Clinical research 31%

• Patient-Specific Seizure Prediction Using Single Seizure Electroencephalography Recording

  Tariq, Z. B., Iyengar, A., Marcuse, L., Su, H. & Yener, B., 2022, AI for Disease Surveillance and Pandemic Intelligence - Intelligent Disease Detection in Action. Shaban-Nejad, A., Michalowski, M. & Bianco, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 295-308 14 p. (Studies in Computational Intelligence; vol. 1013).

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

  • Electroencephalography 100%
  • Tensors 17%
  • Convolutional neural networks 15%
  • Deep learning 15%
  • Brain 14%
  1 Scopus citations

• Predicting 3D dose distribution with scale attention network for prostate radiotherapy

  Adabi, S., Tsen, T. C. & Yuan, Y., 2022, Medical Imaging 2022: Image-Guided Procedures, Robotic Interventions, and Modeling. Linte, C. A. & Siewerdsen, J. H. (eds.). SPIE, 1203417. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12034).

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

  • Radiotherapy 100%
  • Masks 84%
  • radiation therapy 81%
  • Prostate 67%
  • Prostatic Neoplasms 64%

• RF-Isolation: A Novel Representation of Structural Connectivity Networks for Multiple Sclerosis Classification

  Mensi, A., Schiavi, S., Petracca, M., Graziano, N., Daducci, A., Inglese, M. & Bicego, M., 2022, Computational Intelligence Methods for Bioinformatics and Biostatistics - 17th International Meeting, CIBB 2021, Revised Selected Papers. Chicco, D., Facchiano, A., Tavazzi, E., Longato, E., Vettoretti, M., Bernasconi, A., Avesani, S. & Cazzaniga, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 158-169 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13483 LNBI).

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

  • Network Connectivity 100%
  • Multiple Sclerosis 100%
  • Isolation 76%
  • Anomaly detection 66%
  • Outlier Detection 51%

• Signal collection through water-immersion objectives improves Raman spectral quality from dental tissues

  Kumar, P. & Austin, C., 2022, Lasers in Dentistry XXVIII. Rechmann, P. & Fried, D. (eds.). SPIE, 1194202. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11942).

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

  • water immersion 100%
  • Immersion 72%
  • Tissue 56%
  • Raman Spectroscopy 49%
  • Tooth 47%

• Supervised pretraining through contrastive categorical positive samplings to improve COVID-19 mortality prediction

  Wanyan, T., Lin, M., Klang, E., Menon, K. M., Gulamali, F. F., Azad, A., Zhang, Y., Ding, Y., Wang, Z., Wang, F., Glicksberg, B. & Peng, Y., 7 Aug 2022, Proceedings of the 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2022. Association for Computing Machinery, Inc, 9. (Proceedings of the 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2022).

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

  • Machine Learning 100%
  • Sampling 92%
  • Mortality 66%
  • Machine learning 64%
  • Urban Health 60%
  2 Scopus citations

• Telerehabilitation for Patients with Cancer: A Scoping Review

  Rocco, P. & Finkelstein, J., 6 Jun 2022, MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation - Proceedings of the 18th World Congress on Medical and Health Informatics. Otero, P., Scott, P., Martin, S. Z. & Huesing, E. (eds.). IOS Press BV, p. 543-546 4 p. (Studies in Health Technology and Informatics; vol. 290).

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

  Open Access

  • Telerehabilitation 100%
  • Telemedicine 71%
  • Non-Randomized Controlled Trials 37%
  • Feasibility Studies 33%
  • Muscle Strength 32%
  1 Scopus citations

• Usability Inspection of a Mobile Cancer Telerehabilitation System

  Finkelstein, J., Huo, X., Parvanova, I. & Galsky, M., 2022, Informatics and Technology in Clinical Care and Public Health. Mantas, J., Hasman, A., Househ, M. S., Gallos, P., Zoulias, E. & Liasko, J. (eds.). IOS Press BV, p. 405-409 5 p. (Studies in Health Technology and Informatics; vol. 289).

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

  Open Access

  • Telerehabilitation 100%
  • Patient rehabilitation 60%
  • Inspection 48%
  • Physical addresses 33%
  • Telemedicine 26%
  1 Scopus citations

• Use of Artificial Intelligence for Predicting COVID-19 Outcomes: A Scoping Review

  Lyu, J., Cui, W. & Finkelstein, J., 2022, Informatics and Technology in Clinical Care and Public Health. Mantas, J., Hasman, A., Househ, M. S., Gallos, P., Zoulias, E. & Liasko, J. (eds.). IOS Press BV, p. 317-320 4 p. (Studies in Health Technology and Informatics; vol. 289).

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

  Open Access

  • Artificial Intelligence 100%
  • Artificial intelligence 65%
  • Pandemics 40%
  • Predictive analytics 24%
  • Time series 16%

• Using Big Data to Identify Impact of Asthma on Mortality in Patients with COVID-19

  Lyu, J., Cui, W. & Finkelstein, J., 25 May 2022, Challenges of Trustable AI and Added-Value on Health - Proceedings of MIE 2022. Seroussi, B., Weber, P., Dhombres, F., Grouin, C., Liebe, J-D., Liebe, J-D., Liebe, J-D., Pelayo, S., Pinna, A., Rance, B., Rance, B., Sacchi, L., Ugon, A., Ugon, A., Benis, A. & Gallos, P. (eds.). IOS Press BV, p. 352-356 5 p. (Studies in Health Technology and Informatics; vol. 294).

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

  Open Access

  • Big Data 100%
  • Pulmonary diseases 99%
  • Logistic regression 81%
  • Big data 65%
  • Asthma 57%

• Using EHR Data to Identify Social Determinants of Health Affecting Disparities in Cancer Survival

  Cui, W. & Finkelstein, J., 6 Jun 2022, MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation - Proceedings of the 18th World Congress on Medical and Health Informatics. Otero, P., Scott, P., Martin, S. Z. & Huesing, E. (eds.). IOS Press BV, p. 967-971 5 p. (Studies in Health Technology and Informatics; vol. 290).

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

  Open Access

  • Social Determinants of Health 100%
  • Logistic regression 54%
  • Health 54%
  • Survival 41%
  • Electronic medical equipment 32%
  1 Scopus citations

• Using Machine Learning to Identify No-Show Telemedicine Encounters in a New York City Hospital

  Cui, W. & Finkelstein, J., 2022, Advances in Informatics, Management and Technology in Healthcare. Mantas, J., Gallos, P., Zoulias, E., Hasman, A., Househ, M. S., Diomidous, M., Liaskos, J. & Charalampidou, M. (eds.). IOS Press BV, p. 328-331 4 p. (Studies in Health Technology and Informatics; vol. 295).

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

  Open Access

  • Telemedicine 100%
  • Machine Learning 92%
  • Urban Hospitals 91%
  • Machine learning 59%
  • Psychiatry 37%

• Using Natural Language Processing of Clinical Notes to Predict Outcomes of Opioid Treatment Program

  Shah-Mohammadi, F., Cui, W., Bachi, K., Hurd, Y. & Finkelstein, J., 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. Institute of Electrical and Electronics Engineers Inc., p. 4415-4420 6 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2022-July).

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

  • Natural Language Processing 100%
  • Opioid Analgesics 60%
  • Logistic regression 37%
  • Random forests 35%
  • Forests 32%

• Using NLP for Differential Diagnosis of Chronic Obstructive Pulmonary Disease Exacerbation

  Shah-Mohammadi, F. & Finkelstein, J., 2022, Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022. Adjeroh, D., Long, Q., Shi, X., Guo, F., Hu, X., Aluru, S., Narasimhan, G., Wang, J., Kang, M., Mondal, A. M. & Liu, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3876-3878 3 p. (Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022).

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

  • Natural Language Processing (NLP) 100%
  • Pulmonary diseases 95%
  • Natural language processing systems 85%
  • Chronic Obstructive Pulmonary Disease 62%
  • Disease Progression 56%

• Utilizing Shared Big Data to Identify Liver Cancer Dedifferentiation Markers

  Borziak, K. & Finkelstein, J., 2022, Informatics and Technology in Clinical Care and Public Health. Mantas, J., Hasman, A., Househ, M. S., Gallos, P., Zoulias, E. & Liasko, J. (eds.). IOS Press BV, p. 73-76 4 p. (Studies in Health Technology and Informatics; vol. 289).

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

  Open Access

  • Stem cells 100%
  • Big Data 96%
  • Liver 84%
  • Neoplastic Stem Cells 75%
  • Liver Neoplasms 70%
  1 Scopus citations

• Wireless Real-Time Exercise System for Physical Telerehabilation

  Smiley, A., Tsai, T. Y. & Finkelstein, J., 2022, 2022 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2022. Institute of Electrical and Electronics Engineers Inc., (2022 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2022).

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

  • Patient rehabilitation 100%
  • Application programs 96%
  • Exercise equipment 66%
  • Telecommunication 50%
  • Design of experiments 49%
  1 Scopus citations
• 2021

  A Platform for Integrating and Sharing Cancer Stem Cell Data

  Parvanova, I., Borziak, K., Guarino, J. & Finkelstein, J., 2021, 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021. Institute of Electrical and Electronics Engineers Inc., p. 2320-2325 6 p. (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 › peer-review

  • Stem cells 100%
  • Neoplastic Stem Cells 75%
  • Data Aggregation 23%
  • Knowledge Discovery 22%
  • Data Visualization 20%
  1 Scopus citations

• Automated Generation of Core Outcome Measures for Clinical Trials

  Elghafari, A. & Finkelstein, J., 15 Dec 2021, Nurses and Midwives in the Digital Age - Selected Papers, Posters and Panels from the 15th International Congress in Nursing Informatics. Honey, M., Ronquillo, C., Lee, T-T. & Westbrooke, L. (eds.). IOS Press BV, p. 505-509 5 p. (Studies in Health Technology and Informatics; vol. 284).

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

  Open Access

  • Pipelines 100%
  • Health Care Outcome Assessment 86%
  • Clinical Trials 86%
  • Acute Coronary Syndrome 66%
  • Publications 54%

• Automatic Brain Tumor Segmentation with Scale Attention Network

  Yuan, Y., 2021, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 6th International Workshop, BrainLes 2020, Held in Conjunction with MICCAI 2020, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 285-294 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12658 LNCS).

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

  • Brain Tumor 100%
  • Segmentation 75%
  • Tumors 64%
  • Brain 51%
  • Tumor 47%
  7 Scopus citations

• Automatic Head and Neck Tumor Segmentation in PET/CT with Scale Attention Network

  Yuan, Y., 2021, Head and Neck Tumor Segmentation - First Challenge, HECKTOR 2020, Held in Conjunction with MICCAI 2020, Proceedings. Andrearczyk, V., Oreiller, V. & Depeursinge, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 44-52 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12603 LNCS).

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

  • Segmentation 100%
  • Tumor 88%
  • Tumors 84%
  • Similarity Coefficient 56%
  • Dice 48%
  3 Scopus citations

• Cognitive Testing of an Electronic Consent Platform: Researcher Perspectives

  Robins, D., Brody, R., Parvanova, I. & Finkelstein, J., 15 Dec 2021, Nurses and Midwives in the Digital Age - Selected Papers, Posters and Panels from the 15th International Congress in Nursing Informatics. Honey, M., Ronquillo, C., Lee, T-T. & Westbrooke, L. (eds.). IOS Press BV, p. 457-462 6 p. (Studies in Health Technology and Informatics; vol. 284).

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

  Open Access

  • Research Personnel 100%
  • Heuristics 91%
  • Feedback 90%
  • Workflow 79%
  • Testing 73%

• Comparing architectural features between heuristically human-annotated and Artificial Intelligence (AI) generated tumor and satellite labels in early-stage oral cavity cancer

  Balachandran, D., Brandwein-Weber, M., Folmsbee, J. & Doyle, S., 2021, Medical Imaging 2021: Digital Pathology. Tomaszewski, J. E. & Ward, A. D. (eds.). SPIE, 116030X. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11603).

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

  • artificial intelligence 100%
  • Artificial Intelligence 91%
  • Mouth Neoplasms 75%
  • Tumors 70%
  • tumors 66%

• Comparison of ACM and CLAMP for Entity Extraction in Clinical Notes

  Shah-Mohammadi, F., Cui, W. & Finkelstein, J., 2021, 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021. Institute of Electrical and Electronics Engineers Inc., p. 1989-1992 4 p. (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 › peer-review

  • Language 100%
  • Electronic Health Records 85%
  • Delivery of Health Care 51%
  • Gold mines 47%
  • Health 46%
  1 Scopus citations

• In-Situ Synthesis of Multilayer Graphene on Tin Film via Localized Heating of Amorphous Carbon Using an Electrothermal Cantilever Nanoprobe

  Torres, I., Aghaei, S. M., Pala, N. & Gaitas, A., 20 Jun 2021, 21st International Conference on Solid-State Sensors, Actuators and Microsystems, TRANSDUCERS 2021. Institute of Electrical and Electronics Engineers Inc., p. 1060-1063 4 p. (21st International Conference on Solid-State Sensors, Actuators and Microsystems, TRANSDUCERS 2021).

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

  • Nanoprobes 100%
  • Graphene 85%
  • Amorphous carbon 85%
  • Cantilever 79%
  • Carbon 69%

• Integrated Stretch Circuits for High Resolution Monitoring

  Zhou, Y., Werner, E. M., Lee, E., Chu, M., Nguyen, T., Costa, K. D., Hui, E. E. & Khine, M., 2021, MicroTAS 2021 - 25th International Conference on Miniaturized Systems for Chemistry and Life Sciences. Chemical and Biological Microsystems Society, p. 143-144 2 p. (MicroTAS 2021 - 25th International Conference on Miniaturized Systems for Chemistry and Life Sciences).

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

  • Lithography 100%
  • Valve 99%
  • Bluetooth 96%
  • Integrated circuits 84%
  • Strain 64%

• Intelligent Integrative Platform for Sharing Heterogenuous Stem Cell Research Data

  Borziak, K., Parvanova, I. & Finkelstein, J., 18 Nov 2021, Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era - Proceedings of the 2021 EFMI Special Topic Conference. Delgado, J., Benis, A., de Toledo, P., Gallos, P., Giacomini, M., Martinez-Garcia, A. & Salvi, D. (eds.). IOS Press BV, p. 109-113 5 p. (Studies in Health Technology and Informatics; vol. 287).

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

  Open Access

  • Stem cells 100%
  • Stem Cell Research 94%
  • Neoplastic Stem Cells 50%
  • Common Data Elements 40%
  • Data Aggregation 38%

• Investigating the effects of virtual patients’ nonsensical responses on users’ facial expressions in mental health training scenarios

  de Siqueira, A. G., Yao, H., Bafna, A., Bloch-Elkouby, S., Richards, J. A., Lloveras, L. B., Feeney, K., Morris, S., Musser, E. D., Lok, B. & Galynker, I., 8 Dec 2021, Proceedings - VRST 2021: 27th ACM Symposium on Virtual Reality Software and Technology. Spencer, S. N. (ed.). Association for Computing Machinery, 16. (Proceedings of the ACM Symposium on Virtual Reality Software and Technology, VRST).

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

  • Health 100%