Icahn School of Medicine at Mount Sinai

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  • 2025

    RadImageGAN – A Multi-modal Dataset-Scale Generative AI for Medical Imaging

    Liu, Z., Smith, P., Lautin, A., Zhou, J., Yoo, M., Sullivan, M., Li, H., Deyer, L., Zhou, A., Yang, A., Yimaz, A., Zhang, C., Grant, J., Li, D., Fayad, Z. A., Huver, S., Deyer, T. & Mei, X., 2025, Applications of Medical Artificial Intelligence - 3rd International Workshop, AMAI 2024, Held in Conjunction with MICCAI 2024, Proceedings. Wu, S., Shabestari, B. & Xing, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 173-185 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15384 LNCS).

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

    1 Scopus citations

  • VIS-MAE: An Efficient Self-supervised Learning Approach on Medical Image Segmentation and Classification

    Liu, Z., Tieu, A., Patel, N., Soultanidis, G., Deyer, L., Wang, Y., Huver, S., Zhou, A., Mei, Y., Fayad, Z. A., Deyer, T. & Mei, X., 2025, Machine Learning in Medical Imaging - 15th International Workshop, MLMI 2024, Held in Conjunction with MICCAI 2024, Proceedings. Xu, X., Cui, Z., Sun, K., Rekik, I. & Ouyang, X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 95-107 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15242 LNCS).

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

  • 2024

    Advancing Parkinson's Disease Management Through Multi-Shared-Task Self-Supervised Signal Processing

    Shuqair, M., Jimenez-Shahed, J. & Ghoraani, B., 2024, Conference Record of the 58th Asilomar Conference on Signals, Systems and Computers, ACSSC 2024. Matthews, M. B. (ed.). IEEE Computer Society, p. 957-961 5 p. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

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

  • 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 proceeding › Conference contribution › peer-review

    Open Access
    6 Scopus citations

  • Big Data Decision-Making and Racial Disparities: A Case Study Among COVID-19 Inpatient Visits

    Haghighathoseini, A., Wojtusiak, J., Menon, N. M., Min, H., Frankenfeld, C., Leslie, T., Wilcox, A. B., Lee, A. M., Graves, A., Anzalone, A., Manna, A., Saha, A., Olex, A., Zhou, A., Williams, A. E., Southerland, A., Girvin, A. T., Walden, A., Sharathkumar, A. A. & Amor, B. & 114 others, 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., Brown, 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., Hayanga, J. W. A., Pincavitch, J., Clark, J., Harper, J. R., Islam, J., Ge, J., Gagnier, J., Saltz, J. H., Saltz, J., Loomba, J., 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., 2024, Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024. Ding, W., Lu, C.-T., Wang, F., Di, L., Wu, K., Huan, J., Nambiar, R., Li, J., Ilievski, F., Baeza-Yates, R. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 6452-6459 8 p. (Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024).

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

  • Conunetr: A Conditional Transformer Network for 3D Micro-Ct Embryonic Cartilage Segmentation

    Sapkota, N., Zhang, Y., Motch Perrine, S. M., Hsi, Y., Li, S., Wu, M., Holmes, G., Abdulai, A. R., Jabs, E. W., Richtsmeier, J. T. & Chen, D. Z., 2024, IEEE International Symposium on Biomedical Imaging, ISBI 2024 - Conference Proceedings. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging).

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

    Open Access
    1 Scopus citations

  • DINOv2 Based Self Supervised Learning for Few Shot Medical Image Segmentation

    Ayzenberg, L., Giryes, R. & Greenspan, H., 2024, IEEE International Symposium on Biomedical Imaging, ISBI 2024 - Conference Proceedings. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging).

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

    Open Access
    2 Scopus citations

  • ECG-based Daily Activity Recognition Using 1D Convolutional Neural Networks

    Yun, S., Lee, S., Kim, G. B., Cho, S. P., Ryu, S. & Jeong, I. C., 2024, 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024 - 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 › peer-review

  • Enhancing Virtual Human Interactions by Designing a Real-Time Dialog Filter for Mitigating Nonsensical Responses

    Gomes de Siqueira, A., Yao, H., Bloch-Elkouby, S., Lawrence, O., Sarli, G., Rogers, M. L., Venkatakrishnan, R., Venkatakrishnan, R., Galynker, I. & Lok, B., 30 Sep 2024, Proceedings - 26th Symposium on Virtual and Augmented Reality, SVR 2024. Association for Computing Machinery, p. 51-60 10 p. (ACM International Conference Proceeding Series).

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

  • Evaluation of Super Resolution Models for Generating Synthetic 3T T1W Images from 1.5T T1W Scans

    Jannat, S. R., Choupan, J., Sheikh-Bahaei, N., Cen, S., Kinkar, K., Gujar, S., Pandey, G. & Varghese, B., 2024, Proceedings of the 20th International Symposium on Medical Information Processing and Analysis, SIPAIM 2024. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 20th International Symposium on Medical Information Processing and Analysis, SIPAIM 2024).

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

  • Exploring the Possibility of Arrhythmia Interpretation of Time Domain ECG Using XAI: A Preliminary Study

    Lee, S., Koh, J., Zheng, G., Braverman, V. & Jeong, I. C., 2024, Artificial Intelligence in Medicine - 22nd International Conference, AIME 2024, Proceedings. Finkelstein, J., Moskovitch, R. & Parimbelli, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 288-295 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14845 LNAI).

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

  • Frameworks and Tasks Used in Usability Testing Scripts: A Scoping Review

    Seoparson, S., Borycki, E. M., Kushniruk, A. W. & Kannry, J., 22 Nov 2024, Collaboration across Disciplines for the Health of People, Animals and Ecosystems - Proceedings of the EFMI Special Topic Conference 2024. Stoicu-Tivadar, L., Benis, A., Deserno, T. M., Bolboaca, S. D., Saranto, K., Crisan-Vida, M., Gallos, P., Chirila, O. S., Weber, P., Mihalas, G., Mihalas, G. & Tamburis, O. (eds.). IOS Press BV, p. 7-11 5 p. (Studies in Health Technology and Informatics; vol. 321).

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

    Open Access

  • Gene Therapy Bio-factory: Mathematical Modeling of the Human Eye Pharmacokinetics

    Carichino, L., Guidoboni, G., Kansara, V., Ciulla, T. & Harris, A., 2024, Applied Mathematical Analysis and Computations II - 1st SGMC. Wanduku, D., Zheng, S., Chen, Z., Sills, A., Zhou, H. & Agyingi, E. (eds.). Springer, p. 47-64 18 p. (Springer Proceedings in Mathematics and Statistics; vol. 472).

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

  • 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 proceeding › Conference contribution › peer-review

    Open Access

  • Leveraging Privacy-Enhancing Technology to Better Serve the United States' Public

    Chisolm-Straker, M. & Varshney, L. R., 2024, Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024. Ding, W., Lu, C.-T., Wang, F., Di, L., Wu, K., Huan, J., Nambiar, R., Li, J., Ilievski, F., Baeza-Yates, R. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2294-2296 3 p. (Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024).

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

  • 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 proceeding › Conference contribution › peer-review

    Open Access
    5 Scopus citations

  • Machine Learning Model Combining Ventilatory, Hypoxic, Arousal Domains Across Sleep Better Predicts Adverse Consequences of Obstructive Sleep Apnea

    Wickramaratne, S. D., Korey, K., Tolbert, T. M., Varga, A. W., Ayappa, I., Rapoport, D. M. & Parekh, A., 2024, 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024 - 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 › peer-review

  • Multimodal Machine Learning for Multifactor Geospatial Prioritization of Suitable Healthcare Facility Sites

    Douard, N., Larovere, J., Parmar, V., Straulino, D., Harris, M. D., McCann, C., Nasseri, A., Hanson, C., Bataglia, M., Afshin, E. E., Filiaci, M., Azzarelli, K., Giakos, G. & Elahi, E., 2024, IST 2024 - IEEE International Conference on Imaging Systems and Techniques, Proceedings. Institute of Electrical and Electronics Engineers Inc., (IST 2024 - IEEE International Conference on Imaging Systems and Techniques, Proceedings).

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

  • 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 proceeding › Conference contribution › peer-review

    Open Access
    2 Scopus citations

  • 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 proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations

  • Predicting Depression and Anxiety: A Multi-Layer Perceptron for Analyzing the Mental Health Impact of COVID-19

    Fong, D., Chu, T., Heflin, M., Gu, X. & Seneviratne, O., 17 May 2024, ICMHI 2024 - 2024 8th International Conference on Medical and Health Informatics. Association for Computing Machinery, p. 325-331 7 p. (ACM International Conference Proceeding Series).

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

    Open Access

  • Selection Bias from Data Processing in N3C

    N3C Consortium, 2024, Proceedings - 2024 IEEE 12th International Conference on Healthcare Informatics, ICHI 2024. Institute of Electrical and Electronics Engineers Inc., p. 234-241 8 p. (Proceedings - 2024 IEEE 12th International Conference on Healthcare Informatics, ICHI 2024).

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

    2 Scopus citations

  • Shared-task Self-supervised Learning for Estimating Free Movement Unified Parkinson's Disease Rating Scale III

    Shuqair, M., Jimenez-Shahed, J. & Ghoraani, B., 2024, 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024 - 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 › peer-review

  • 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 proceeding › Conference contribution › peer-review

    Open Access
    4 Scopus citations

  • Wearable Sensor Configurations for Effective Tremor Assessment in Parkinson's Disease

    Reardon, S., Shuqair, M., Jimenez-Shahed, J. & Ghoraani, B., 2024, 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024 - 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 › peer-review

  • 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 proceeding › Conference contribution › peer-review

    Open Access
    5 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 proceeding › Conference contribution › peer-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 proceeding › Conference contribution › peer-review

    1 Scopus citations

  • 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 proceeding › Conference contribution › peer-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 proceeding › Conference contribution › peer-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 proceeding › Conference contribution › peer-review

    Open Access
    3 Scopus citations

  • 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 proceeding › Conference contribution › peer-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 others, Southerland, 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 proceeding › Conference contribution › peer-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 proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Novel Structural-Scale Uncertainty Measures and Error Retention Curves: Application to Multiple Sclerosis

    Molchanova, N., Raina, V., Malinin, A., La Rosa, F., Muller, H., Gales, M., Granziera, C., Graziani, M. & Cuadra, M. B., 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

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

    Open Access
    6 Scopus citations

  • 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 proceeding › Conference contribution › peer-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 proceeding › Conference contribution › peer-review

    Open Access
    6 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 proceeding › Conference contribution › peer-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 proceeding › Conference contribution › peer-review

    Open Access
    3 Scopus citations

  • 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 proceeding › Conference contribution › peer-review

    1 Scopus citations

  • 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 proceeding › Conference contribution › peer-review

    2 Scopus citations

  • 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 proceeding › Conference contribution › peer-review

    Open Access
    7 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 proceeding › Conference contribution › peer-review

    Open Access
    2 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 proceeding › Conference contribution › peer-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 proceeding › Conference contribution › peer-review

    8 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, K., 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

    2 Scopus citations

  • 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
    6 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

    5 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 proceeding › Conference contribution › peer-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 proceeding › Conference contribution › peer-review

    4 Scopus citations