Icahn School of Medicine at Mount Sinai

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    One Gustave L. Levy Place

    10029-6574 New York

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  • 2024

    Assessing Patient Perspectives on Pulmonary Telerehabilitation Using Thematic Analysis of Semi-Structured Qualitative Interviews

    Gabriel, A. S., Parvanova, I., Tsai, T. Y. & Finkelstein, J., 25 Jan 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. 1434-1435 2 p. (Studies in Health Technology and Informatics; vol. 310).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Identifying Determinants of Survival Disparities in Multiple Myeloma Patients Using Electronic Health Record Data

    Cui, W. & Finkelstein, J., 25 Jan 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. 956-960 5 p. (Studies in Health Technology and Informatics; vol. 310).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Machine Learning Approaches for Exercise Exertion Level Classification Using Data from Wearable Physiologic Monitors

    Smiley, A., Tsai, T. Y., Havrylchuk, I., Gabriel, A., Zakashansky, E., Xhakli, T., Lyu, J., Cui, W., Parvanova, I. & Finkelstein, J., 25 Jan 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. 1428-1429 2 p. (Studies in Health Technology and Informatics; vol. 310).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • NLP-Assisted Differential Diagnosis of Chronic Obstructive Pulmonary Disease Exacerbation

    Shah-Mohammadi, F. & Finkelstein, J., 25 Jan 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. 589-593 5 p. (Studies in Health Technology and Informatics; vol. 310).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Pneumococcal Vaccination Lowers the Risk of Alzheimer's Disease: A Study Utilizing Data from the IBM® MarketScan® Database

    Huo, X. & Finkelstein, J., 25 Jan 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. 961-965 5 p. (Studies in Health Technology and Informatics; vol. 310).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Towards a Patient-Centered Design of a Cancer Telerehabilitation System

    Parvanova, I. & Finkelstein, J., 25 Jan 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. 1569-1573 5 p. (Studies in Health Technology and Informatics; vol. 310).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • 2023

    Automated Classification of Exercise Exertion Levels Based on Real-Time Wearable Physiological Signal Monitoring

    Smiley, A., Havrylchuk, I., Tsai, T. Y., Zakashansky, E., Gabriel, A., Xhakli, T., Cui, W., Parvanova, I., Cui, H. & Finkelstein, J., 18 May 2023, Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023. Hagglund, M., Blusi, M., Bonacina, S., Nilsson, L., Madsen, I. C., Pelayo, S., Moen, A., Benis, A., Lindskold, L. & Gallos, P. (eds.). IOS Press BV, p. 1023-1024 2 p. (Studies in Health Technology and Informatics; vol. 302).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    1 Scopus citations
  • Combining Multiple Ground Truth Annotations for Segmentation Training for Oral Cavity Cancer

    Folmsbee, J., Brandwein-Weber, M. & Doyle, S., 2023, Medical Imaging 2023: Digital and Computational Pathology. Tomaszewski, J. E. & Ward, A. D. (eds.). SPIE, 1247112. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12471).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Designing and Evaluating MahjongBrain: A Digital Cognitive Assessment Tool Through Gamification

    Yang, J., Jiang, R., Ding, H., Au, R., Chen, J., Li, C. & An, N., 2023, HCI International 2023 - Late Breaking Papers - 25th International Conference on Human Computer Interaction HCII 2023, Proceedings. Gao, Q., Zhou, J., Duffy, V. G., Antona, M. & Stephanidis, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 264-278 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14055 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Evaluating imaging reproducibility of portable ultrasound devices with histogram analysis: a phantom study

    Wang, J., Zhou, B., Marshall, D. C., Torres, M. A., Yang, X. & Liu, T., 2023, Medical Imaging 2023: Ultrasonic Imaging and Tomography. Boehm, C. & Bottenus, N. (eds.). SPIE, 124700X. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12470).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Exploration of acute effects of stimulation frequency on subcallosal cingulate dynamics in SCC DBS

    Fitoz, E. C., Alagapan, S., Waters, A., Tiruvadi, V., Veerakumar, A., Obatusin, M., Choi, K. S., Crowell, A., Riva-Posse, P., Butera, R., Mayberg, H. & Rozell, C., 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 proceedingConference contributionpeer-review

  • Feasibility of a Virtual Reality App to Promote Pulmonary Rehabilitation

    Finkelstein, J., Parvanova, I. & Huo, X., 18 May 2023, Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023. Hagglund, M., Blusi, M., Bonacina, S., Nilsson, L., Madsen, I. C., Pelayo, S., Moen, A., Benis, A., Lindskold, L. & Gallos, P. (eds.). IOS Press BV, p. 458-462 5 p. (Studies in Health Technology and Informatics; vol. 302).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Identification of Subphenotypes of Opioid Use Disorder Using Unsupervised Machine Learning

    Shah-Mohammadi, F. & Finkelstein, J., 18 May 2023, Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023. Hagglund, M., Blusi, M., Bonacina, S., Nilsson, L., Madsen, I. C., Pelayo, S., Moen, A., Benis, A., Lindskold, L. & Gallos, P. (eds.). IOS Press BV, p. 897-898 2 p. (Studies in Health Technology and Informatics; vol. 302).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Investigating the Impact of Temporal Labeling of Emergency Department Visits for COVID-19: Comparing Healthcare Disparities Analyses Using Comprehensive, Single-Site Data with National COVID Cohort Collaborative (N3C) Data

    Jones, M., Winger, A., Wernz, C., Michel, J., Jiang, S., Zhou, A., Hilton, E. J., Zemmel, M., Sengupta, S., Barnes, K., Loomba, J., Brown, D. E., Wilcox, A. B., Lee, A. M., Graves, A., Anzalone, A., Manna, A., Saha, A., Olex, A., Williams, A. E., & 116 othersSoutherland, A., Girvin, A. T., Walden, A., Sharathkumar, A. A., Amor, B., Bates, B., Hendricks, B., Patel, B., Alexander, C., Bramante, C., Ward-Caviness, C., Madlock-Brown, C., Suver, C., Chute, C., Dillon, C., Wu, C., Schmitt, C., Takemoto, C., Housman, D., Gabriel, D., Eichmann, D. A., Mazzotti, D., Boudreau, E., Hill, E., Zampino, E., Marti, E. C., Pfaff, E. R., French, E., Koraishy, F. M., Mariona, F., Prior, F., Sokos, G., Martin, G., Lehmann, H., Spratt, H., Mehta, H., Liu, H., Sidky, H., Awori Hayanga, J. W., Pincavitch, J., Clark, J., Richard Harper, J., Islam, J., Ge, J., Gagnier, J., Saltz, J. H., Buse, J., Mathew, J., Rutter, J. L., McMurry, J. A., Guinney, J., Starren, J., Crowley, K., Bradwell, K. R., Walters, K. M., Wilkins, K., Gersing, K. R., Cato, K. D., Murray, K., Kostka, K., Northington, L., Pyles, L. A., Misquitta, L., Cottrell, L., Portilla, L., Deacy, M., Bissell, M. M., Clark, M., Emmett, M., Saltz, M. M., Palchuk, M. B., Haendel, M. A., Adams, M., Temple-O'Connor, M., Kurilla, M. G., Morris, M., Qureshi, N., Safdar, N., Garbarini, N., Sharafeldin, N., Sadan, O., Francis, P. A., Burgoon, P. W., Robinson, P., Payne, P. R. O., Fuentes, R., Jawa, R., Erwin-Cohen, R., Patel, R., Moffitt, R. A., Zhu, R. L., Kamaleswaran, R., Hurley, R., Miller, R. T., Pyarajan, S., Michael, S. G., Bozzette, S., Mallipattu, S., Vedula, S., Chapman, S., O'Neil, S. T., Setoguchi, S., Hong, S. S., Johnson, S., Bennett, T. D., Callahan, T., Topaloglu, U., Sheikh, U., Gordon, V., Subbian, V., Kibbe, W. A., Hernandez, W., Beasley, W., Cooper, W., Hillegass, W. & Zhang, X. T., 2023, 2023 Systems and Information Engineering Design Symposium, SIEDS 2023. Institute of Electrical and Electronics Engineers Inc., p. 297-302 6 p. (2023 Systems and Information Engineering Design Symposium, SIEDS 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Machine Learning Based Prediction of Incident Cases of Crohn’s Disease Using Electronic Health Records from a Large Integrated Health System

    Hugo, J., Ibing, S., Borchert, F., Sachs, J. P., Cho, J., Ungaro, R. C. & Böttinger, E. P., 2023, Artificial Intelligence in Medicine - 21st International Conference on Artificial Intelligence in Medicine, AIME 2023, Proceedings. Juarez, J. M., Marcos, M., Stiglic, G. & Tucker, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 293-302 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13897 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Optimizing Embedding Space with Sub-categorical Supervised Pre-training: A Theoretical Approach Towards Improving Sepsis Prediction

    Wanyan, T., Lin, M., Ding, Y., Glicksberg, B., Wang, F. & Peng, Y., 2023, Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023. Institute of Electrical and Electronics Engineers Inc., p. 101-110 10 p. (Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Patient Perspectives on Long-Term Use of a Pulmonary Telerehabilitation Platform: A Qualitative Analysis

    Gabriel, A. S., Parvanova, I. & Finkelstein, J., 18 May 2023, Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023. Hagglund, M., Blusi, M., Bonacina, S., Nilsson, L., Madsen, I. C., Pelayo, S., Moen, A., Benis, A., Lindskold, L. & Gallos, P. (eds.). IOS Press BV, p. 982-986 5 p. (Studies in Health Technology and Informatics; vol. 302).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    2 Scopus citations
  • Preliminary Testing of Minimally Invasive pH and Carbon Dioxide Sensors for Infant Monitoring

    Ernsberger, K., Gulick, D., Radhakrishnan, S., Sultani, A. A., Akamine, I., Evans, M. I. & Christen, J. B., 2023, 2023 IEEE 66th International Midwest Symposium on Circuits and Systems, MWSCAS 2023. Institute of Electrical and Electronics Engineers Inc., p. 723-727 5 p. (Midwest Symposium on Circuits and Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Qualitative Assessment of Implementation of a Discharge Prediction Tool Using RE-AIM Framework

    Finkelstein, J., Parvanova, I., Xing, Z., Truong, T. T. & Dunn, A., 18 May 2023, Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023. Hagglund, M., Blusi, M., Bonacina, S., Nilsson, L., Madsen, I. C., Pelayo, S., Moen, A., Benis, A., Lindskold, L. & Gallos, P. (eds.). IOS Press BV, p. 596-600 5 p. (Studies in Health Technology and Informatics; vol. 302).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • SleepSIM: Conditional GAN-based non-REM sleep EEG Signal Generator

    Wickramaratne, S. D. & Parekh, A., 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 proceedingConference contributionpeer-review

  • Spatial Suitability Analysis for Site Selection of Healthcare Facilities Using a Multimodal Machine Learning Approach

    Douard, N., Larovere, J., Harris, M. D., McCann, C., Nasseri, A., Parmar, V., Straulino, D., Hanson, C., Bataglia, M., Afshin, E. E., Filiaci, M., Azzarelli, K., Giakos, G. & Elahi, E., 2023, IST 2023 - IEEE International Conference on Imaging Systems and Techniques, Proceedings. Institute of Electrical and Electronics Engineers Inc., (IST 2023 - IEEE International Conference on Imaging Systems and Techniques, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Using Big Data to Uncover Association between Sildenafil Use and Reduced Risk of Alzheimer's Disease

    Huo, X. & Finkelstein, J., 18 May 2023, Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023. Hagglund, M., Blusi, M., Bonacina, S., Nilsson, L., Madsen, I. C., Pelayo, S., Moen, A., Benis, A., Lindskold, L. & Gallos, P. (eds.). IOS Press BV, p. 866-870 5 p. (Studies in Health Technology and Informatics; vol. 302).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    3 Scopus citations
  • Using Electronic Medical Records and Clinical Notes to Predict the Outcome of Opioid Treatment Program

    Cui, W., Shah-Mohammadi, F. & Finkelstein, J., 29 Jun 2023, Healthcare Transformation with Informatics and Artificial Intelligence. Mantas, J., Gallos, P., Zoulias, E., Hasman, A., Househ, M. S., Charalampidou, M. & Magdalinou, A. (eds.). IOS Press BV, p. 568-571 4 p. (Studies in Health Technology and Informatics; vol. 305).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    1 Scopus citations
  • 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 proceedingConference contributionpeer-review

    1 Scopus citations
  • 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 proceedingConference contributionpeer-review

    6 Scopus citations
  • 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 proceedingConference contributionpeer-review

  • 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 proceedingConference contributionpeer-review

    Open Access
    4 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 proceedingConference contributionpeer-review

    2 Scopus citations
  • 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 proceedingConference contributionpeer-review

    3 Scopus citations
  • 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 proceedingConference contributionpeer-review

    4 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 proceedingConference contributionpeer-review

    Open Access
    2 Scopus citations
  • 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 proceedingConference contributionpeer-review

    Open Access
    2 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 proceedingConference contributionpeer-review

    Open Access
    1 Scopus citations
  • 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 proceedingConference contributionpeer-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 proceedingConference contributionpeer-review

    1 Scopus citations
  • 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 proceedingConference contributionpeer-review

    Open Access
  • 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 proceedingConference contributionpeer-review

    4 Scopus citations
  • 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 proceedingConference contributionpeer-review

    Open Access
    2 Scopus citations
  • 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 proceedingConference contributionpeer-review

    2 Scopus citations
  • 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 proceedingConference contributionpeer-review

    Open Access
    2 Scopus citations
  • 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 proceedingConference contributionpeer-review

    2 Scopus citations
  • 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 proceedingConference contributionpeer-review

    Open Access
    6 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 proceedingConference contributionpeer-review

    Open Access
  • 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 proceedingConference contributionpeer-review

    Open Access
    5 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 proceedingConference contributionpeer-review

    Open Access
    1 Scopus citations
  • 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).

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    Open Access
  • 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).

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    Open Access
  • 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).

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    Open Access
    3 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).

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    Open Access
    1 Scopus citations
  • Predicting Age-related Macular Degeneration Progression with Longitudinal Fundus Images Using Deep Learning

    Lee, J., Wanyan, T., Chen, Q., Keenan, T. D. L., Glicksberg, B. S., Chew, E. Y., Lu, Z., Wang, F. & Peng, Y., 2022, Machine Learning in Medical Imaging - 13th International Workshop, MLMI 2022, Held in Conjunction with MICCAI 2022, Proceedings. Lian, C., Cao, X., Rekik, I., Xu, X. & Cui, Z. (eds.). Springer Science and Business Media Deutschland GmbH, p. 11-20 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13583 LNCS).

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    Open Access
    2 Scopus citations