Hasso Plattner Institute for Digital Health at Mount Sinai

Research output

Research output per year 1982 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023

• 107310 Citations
• 157 h-index
• 1018 Article
• 228 Review article
• 191 Editorial
• 69 Letter
• 126 More
  • 64 Comment/debate
  • 26 Chapter
  • 20 Conference contribution
  • 10 Short survey
  • 6 Conference article

Research output per year

Research output per year

Search results

• 2022

  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%

• 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

• 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

• 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%

• 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
• 2021

  Unsupervised Learning to Subphenotype Heart Failure Patients from Electronic Health Records

  Hackl, M., Datta, S., Miotto, R. & Bottinger, E., 2021, Artificial Intelligence in Medicine - 19th International Conference on Artificial Intelligence in Medicine, AIME 2021, Proceedings. Tucker, A., Henriques Abreu, P., Cardoso, J., Pereira Rodrigues, P. & Riaño, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 219-228 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12721 LNAI).

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

  • Heart Failure 100%
  • Unsupervised Learning 90%
  • Unsupervised learning 68%
  • Electronics 63%
  • Health 63%
• 2020

  Event log generation in a health system: A case study

  Remy, S., Pufahl, L., Sachs, J. P., Böttinger, E. & Weske, M., 2020, Business Process Management - 18th International Conference, BPM 2020, Proceedings. Fahland, D., Ghidini, C., Becker, J. & Dumas, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 505-522 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12168 LNCS).

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

  • Health 100%
  • Process Mining 89%
  • Data warehouses 37%
  • Data Warehouse 27%
  • Business Process 25%
  6 Scopus citations

• Heterogeneous Graph Embeddings of Electronic Health Records Improve Critical Care Disease Predictions

  Wanyan, T., Kang, M., Badgeley, M. A., Johnson, K. W., De Freitas, J. K., Chaudhry, F. F., Vaid, A., Zhao, S., Miotto, R., Nadkarni, G. N., Wang, F., Rousseau, J., Azad, A., Ding, Y. & Glicksberg, B. S., 2020, Artificial Intelligence in Medicine - 18th International Conference on Artificial Intelligence in Medicine, AIME 2020, Proceedings. Michalowski, M. & Moskovitch, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 14-25 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12299 LNAI).

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

  • Graph Embedding 100%
  • Electronics 75%
  • Health 75%
  • Prediction 58%
  • Learning 22%
  2 Scopus citations
• 2019

  A machine learning approach for non-invasive diagnosis of metabolic syndrome

  Datta, S., Schraplau, A., Da Cruz, H. F., Sachs, J. P., Mayer, F. & Bottinger, E., Oct 2019, Proceedings - 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering, BIBE 2019. Institute of Electrical and Electronics Engineers Inc., p. 933-940 8 p. 8941729. (Proceedings - 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering, BIBE 2019).

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

  • Machine Learning 100%
  • Metabolic Syndrome 81%
  • Machine learning 64%
  • Public health 34%
  • Logistic regression 32%
  4 Scopus citations
• 2018

  Automatic processing of electronic medical records using deep learning

  Osmani, V., Li, L., Danieletto, M., Glicksberg, B., Dudley, J. & Mayora, O., 21 May 2018, Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2018. Association for Computing Machinery, p. 251-257 7 p. (ACM International Conference Proceeding Series).

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

  • Electronic medical equipment 100%
  • Deep learning 67%
  • Machine learning 22%
  • Availability 21%
  • Big data 13%
  1 Scopus citations

• Direct 4D Patlak 18F-FDG PET/MR for the Multi-Parametric Assessment of active cardiac sarcoidosis

  Karakatsanis, N. A., Trivieri, M. G., Abgral, R., Dweck, M. R., Robson, P. M., Mani, V., Padilla, M. M., Miller, M., Lala, A., Sanz, J., Contreras, J., Narula, J., Fuster, V., Kovacic, J. C. & Fayad, Z. A., 12 Nov 2018, 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8532794. (2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings).

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

  • Sarcoidosis 100%
  • Gadolinium 98%
  • Fluorodeoxyglucose F18 96%
  • gadolinium 76%
  • myocardium 60%
  2 Scopus citations

• PET-driven respiratory phase tracking and self-gating of PET data: Clinical demonstration of enhanced lesion detectability in cardiovascular PET/MRI

  Karakatsanis, N. A., Robson, P. M., Dweck, M. R., Trivieri, M. G., Calcagno, C., Mani, V., Faul, D. D., Tsoumpas, C. & Fayad, Z. A., 12 Nov 2018, 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8532939. (2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings).

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

  • lesions 100%
  • Magnetic resonance imaging 96%
  • Demonstrations 75%
  • Sodium Fluoride 72%
  • lists 63%
  1 Scopus citations

• SUV/Patlak-4D whole-body PET/CT dynamic and parametric imaging: Clinical demonstration and validation of SUV synthesis from dynamic passes

  Karakatsanis, N. A., Casey, M. E., Knesaurek, K., Fayad, Z. A. & Kostakoglu, L., 12 Nov 2018, 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8532712. (2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings).

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

  • Medical imaging 100%
  • Body Image 99%
  • Demonstrations 71%
  • Fluorodeoxyglucose F18 69%
  • synthesis 63%
  10 Scopus citations
• 2017

  18F-FDG:18F-NaF PET/MR Multi-parametric imaging with kinetics-based bone segmentation for enhanced dual-tracer PET quantification

  Karakatsanis, N. A., Abgral, R., Boeykens, G., Dweck, M. R., Robson, P. M., Trivieri, M. G., Calgano, C., Tsoumpas, C. & Fayad, Z. A., 16 Oct 2017, 2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop, NSS/MIC/RTSD 2016. Institute of Electrical and Electronics Engineers Inc., 8069386. (2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop, NSS/MIC/RTSD 2016; vol. 2017-January).

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

  • Sodium Fluoride 100%
  • Positron emission tomography 87%
  • Positron 74%
  • Tracers 73%
  • Fluorodeoxyglucose F18 67%
  5 Scopus citations

• Material decomposition in an arbitrary number of dimensions using noise compensating projection

  O'Donnell, T., Halaweish, A., Cormode, D., Cheheltani, R., Fayad, Z. A. & Mani, V., 2017, Medical Imaging 2017: Physics of Medical Imaging. Schmidt, T. G., Lo, J. Y. & Flohr, T. G. (eds.). SPIE, 101323A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10132).

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

  • Algebra 100%
  • algebra 90%
  • Noise 88%
  • projection 76%
  • decomposition 72%
• 2016

  Optimal selection of thresholds for photon counting CT

  O'Donnell, T., Schoeck, F., Cheheltani, R., Cormode, D. & Fayad, Z. A., 2016, Medical Imaging 2016: Physics of Medical Imaging. Kontos, D., Lo, J. Y. & Flohr, T. G. (eds.). SPIE, 97831P. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9783).

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

  • Photons 100%
  • Photon 81%
  • counting 73%
  • thresholds 51%
  • photons 46%
  1 Scopus citations
• 2014

  Leveraging hierarchy in medical codes for predictive modeling

  Singh, A., Nadkarni, G., Guttag, J. & Bottinger, E., 20 Sep 2014, ACM BCB 2014 - 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, p. 96-103 8 p. (ACM BCB 2014 - 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics).

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

  • International Classification of Diseases 100%
  • Medical problems 36%
  • Learning algorithms 27%
  • Health 24%
  • Chronic Renal Insufficiency 16%
  10 Scopus citations
• 2012

  Radial k-space acquisition improves robustness of MR-based attenuation maps for MR/PET quantification in an animal imaging study of the abdomen

  Bini, J., Robson, P., Calcagno, C., Millon, A., Lobatto, M. & Fayad, Z. A., 2012, 2012 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2012. 6469451. (2012 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2012).

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

  • Positron emission tomography 100%
  • Animals 69%
  • Imaging techniques 55%
  • Photons 6%
  • Trajectories 3%
  1 Scopus citations
• 2010

  PET performance of the GEMINI TF PET - MR: The world's first whole body PET - MRI scanner

  Ojha, N., Griesmer, J., Hu, Z., Shao, L., Izquierdo, D., MacHac, J., Ratib, O., Zaidi, H., Fuster, V. & Fayad, Z. A., 2010, IEEE Nuclear Science Symposuim and Medical Imaging Conference, NSS/MIC 2010. p. 2013-2015 3 p. 5874129. (IEEE Nuclear Science Symposium Conference Record).

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

  • Positron Emission Tomography Computed Tomography 100%
  • scanners 86%
  • magnetic shielding 47%
  • gantry cranes 46%
  • performance 40%
  4 Scopus citations
• 2002

  MRI: Advances in the structural, molecular identification, and characterization of atherosclerotic plaques

  Fayad, Z. A., 2002, 2002 IEEE International Symposium on Biomedical Imaging, ISBI 2002 - Proceedings. IEEE Computer Society, p. 149-152 4 p. 1029215. (Proceedings - International Symposium on Biomedical Imaging; vol. 2002-January).

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

  • Animal Disease Models 100%
  • Molecular Imaging 90%
  • Magnetic resonance imaging 80%
  • Atherosclerotic Plaques 80%
  • Contrast Media 70%