The following articles are merged in Scholar. Merged citations. Their combined citations are counted only for the first article. ... Dr. Marzyeh Ghassemi Assistant Professor, ... M Wu, M Ghassemi, M Feng, LA Celi, P … jupyter notebook walks through how to use the code and shows a successful synthetic run. This "Cited by" count includes citations to the following articles in Scholar. PDF Restore Delete Forever. Biography Marzyeh Ghassemi received the B.S. The following articles are merged in Scholar. The ones marked * may be different from the article in the profile. My profile My library Metrics Alerts. Add co-authors Co-authors. The ones marked * may be different from the article in the profile. Marzyeh Ghassemi is a Canada-based researcher in the field of computational medicine, where her research focuses on developing machine-learning algorithms to inform health-care decisions. Upload PDF. PDF Restore Delete Forever. Merged citations. Their combined citations are counted only for the first article. M Ghassemi, JH Van Stan, DD Mehta, M Zañartu, HA Cheyne II, ... IEEE Transactions on Biomedical Engineering 61 (6), 1668-1675, Machine Learning for Healthcare Conference, 322-337, M Ghassemi, T Naumann, P Schulam, AL Beam, R Ranganath, M Ghassemi, M Wu, M Feng, LA Celi, P Szolovits, F Doshi-Velez, Journal of the American Medical Informatics Association, ocw138, New articles related to this author's research, Professor of Computer Science and Engineering, MIT, Senior Researcher, Microsoft Research Healthcare NExT, PhD Student, Massachusetts Institute of Technology, Director of Voice Science and Technology Laboratory, Center for Laryngeal Surgery and Voice, Harvard Medical School and Massachusetts General Hospital, Scientist, SickKids Research Institute; Assistant Professor Department of Computer Science, University of Toronto, Department of Electronic Engineering, Universidad Técnica Federico Santa María, Master Student, Computer Vision Group, Heidelberg University, Postdoctoral Fellow, AIMI (Stanford University) + Mila (Quebec AI Institute), Post-doctoral Research Engineer, Laboratory of Computational Physiology, Massachusetts Institute of Technology, COVID-19 Image Data Collection: Prospective Predictions Are the Future, Unfolding Physiological State: Mortality Modelling in Intensive Care Units, A multivariate timeseries modeling approach to severity of illness assessment and forecasting in icu with sparse, heterogeneous clinical data, Do no harm: a roadmap for responsible machine learning for health care, State of the art review: the data revolution in critical care, State of the Art Review: The Data Revolution in Critical Care, Continuous state-space models for optimal sepsis treatment: a deep reinforcement learning approach, Predicting early psychiatric readmission with natural language processing of narrative discharge summaries, Using ambulatory voice monitoring to investigate common voice disorders: Research update, A Review of Challenges and Opportunities in Machine Learning for Health, Clinical Intervention Prediction and Understanding using Deep Networks. Upload PDF. Merged citations. Their combined citations are counted only for the first article. Upload PDF. Errol Colak. ; Prof. Ghassemi was one of MIT Tech Review’s 35 Innovators Under 35.; The ML4H group received a NSERC 2018 Discovery Grant. Google Scholar; Hrayr Harutyunyan, Hrant Khachatrian, David C Kale, and Aram Galstyan. … Authors. Follow this author. Dr. Marzyeh Ghassemi. Laleh Seyyed-Kalantari, Guanxiong Liu, Matthew McDermott, Marzyeh Ghassemi Download Preprint. Follow this author. PDF Restore Delete Forever. Google Scholar; Marzyeh Ghassemi, Mike Wu, Michael C. Hughes, Peter Szolovits, and Finale Doshi-Velez. New articles by this author. Merged citations. Download PDF Abstract: Machine learning models in health care are often deployed in settings where it is important to protect patient privacy. Merged citations. The ones marked * may be different from the article in the profile. Google Scholar; Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Ziqing Yang, Shijin Wang, and Guoping Hu. In International Conference … Add co-authors Co-authors. Beede E, Baylor E, Hersch F, et al. View author publications. Their combined citations are counted only for the first article. PDF Restore Delete Forever. Authors. New citations to this … CoRR abs/2007.10185 (2020) Upload PDF. IEEE Trans. 61 … CheXclusion: Fairness gaps in deep chest X-ray classifiers. Methods: We described all adults with COVID-19 or influenza discharged from inpatient medical services and medical–surgical intensive care units (ICUs) between Nov. 1, 2019, and June 30, 2020, at 7 … New citations to this … New citations to this … The ones marked * may be different from the article in the profile. Upload PDF. This "Cited by" count includes citations to the following articles in Scholar. Merged citations. The ones marked * may be different from the article in the profile. New citations to this author . Merged citations. 2019. The following articles are merged in Scholar. Article Google Scholar 3. PDF Restore Delete Forever. My research works towards a holy grail of unsupervised learning that can either learn without annotation completely or with noisy and easy to obtain labels. Follow this author. The ones marked * may be different from the article in the profile. New citations to this … The following articles are merged in Scholar. with the exact phrase. However, learning in a clinical setting presents unique challenges that complicate … CAS Article Google Scholar 17. New articles by this author. lecture Unfolding Physiological State: Mortality Modelling in Intensive Care Units as author at Research Sessions, 2974 views This "Cited by" count includes citations to the following articles in Scholar. She is currently an assistant professor at the University of Toronto's Department of Computer Science and Faculty of Medicine, and is a Canada CIFAR Artificial Intelligence (AI) chair and Canada Research Chair … We use cookies to give you the best user experience possible. Marzyeh Ghassemi, Jarrad H. Van Stan, Daryush D. Mehta, Matías Zanartu, Harold A. Cheyne II, Robert E. Hillman, John V. Guttag: Learning to Detect Vocal Hyperfunction From Ambulatory Neck-Surface Acceleration Features: Initial Results for Vocal Fold Nodules. Article Google Scholar 3. Their combined citations are counted only for the first article. Merged citations . Merged citations. Upload PDF. PDF Restore Delete Forever. New articles by this author. The ones marked * may be different from the article in the profile. The following articles are merged in Scholar. Search across a wide variety of disciplines and sources: articles, theses, books, abstracts and court opinions. In Proceedings of the AMIA Summit on Clinical Research Informatics (CRI), Vol. The ones marked * may be different from the article in the profile. The following articles are merged in Scholar. ... Marzyeh Ghassemi. Professor Ghassemi currently serves as a NeurIPS 2019 Workshop Co-Chair, and General Chair for the ACM Conference on Health, Inference and … Marzyeh Ghassemi. This "Cited by" count includes citations to the following articles in Scholar. Add co-authors Co-authors. New citations to this … Making big data useful for health care: a summary of the inaugural mit critical data conference, Deep Reinforcement Learning for Sepsis Treatment, Learning to detect vocal hyperfunction from ambulatory neck-surface acceleration features: Initial results for vocal fold nodules, Clinical Intervention Prediction and Understanding with Deep Neural Networks, Opportunities in Machine Learning for Healthcare, Challenges to the reproducibility of machine learning models in health care, Understanding vasopressor intervention and weaning: Risk prediction in a public heterogeneous clinical time series database. New articles by this author. Their combined citations are counted only for the first article. While health care is an inherently data-driven field, most clinicians operate with limited evidence guiding their decisions. Their combined citations are counted only for the first article. Health; Fairness; Representation Learning; Unsupervised Learning; Latent Variable Models ; Neural Networks; Creating and applying machine … The following articles are merged in Scholar. New citations to this … The ones marked * may be different from the article in the profile. New articles by this author. Dr. Marzyeh Ghassemi is an Assistant Professor at the University of Toronto in Computer Science and Medicine, and a Vector Institute faculty member holding a Canadian CIFAR AI Chair and Canada Research Chair. 2019. Principal Investigator. ... Dr. Marzyeh Ghassemi Assistant Professor, Computer Science/Medicine, University of Toronto & Vector Institute Verified email at cs.toronto.edu. Annual Update in Intensive Care and Emergency Medicine 2015, 573-586, A Raghu, M Komorowski, LA Celi, P Szolovits, M Ghassemi, Machine Learning for Healthcare Conference, 147-163. The ones marked. The following articles are merged in Scholar. PDF Restore Delete Forever. She will join MIT's IMES/EECS in July 2021. RNN-SURV: A Deep Recurrent Model for Survival Analysis. Follow this author. The following articles are merged in Scholar. Randomized trials estimate average treatment effects for a trial population, but participants in clinical trials often aren’t representative of the patient population that ultimately receives the treatment with respect to race and gender.1, 2 As a result, drugs and interventions are not tailored to historically mistreated groups; for example, women, minority groups, and obese patients tend to have g… Authors: Vinith M. Suriyakumar, Nicolas Papernot, Anna Goldenberg, Marzyeh Ghassemi. The following articles are merged in Scholar. Nagendran M, Chen Y, Lovejoy CA et al (2020) Artificial intelligence versus clinicians: systematic review of design, reporting … DD Mehta, JH Van Stan, M Zañartu, M Ghassemi, JV Guttag, ... Frontiers in bioengineering and biotechnology 3, 155, M Ghassemi, T Naumann, P Schulam, AL Beam, IY Chen, R Ranganath, H Suresh, N Hunt, A Johnson, LA Celi, P Szolovits, M Ghassemi. Follow this author. Add co-authors Co-authors. Guanxiong Liu, Tzu-Ming Harry Hsu, Matthew B. Follow this author. Their combined citations are counted only for the first article. This "Cited by" count includes citations to the following articles in Scholar. Add co-authors Co-authors. The following articles are merged in Scholar. Their combined citations are counted only for the first article. Aparna Balagopalan, Fall 2020 (co-supervised by Frank Rudzik) Sicong Huang, Fall 2020 (co-supervised by Frank Rudzik) Kimia Hamideh, Fall 2020 (co-supervised with Quaid Morris) Sindhu … Background: Patient characteristics, clinical care, resource use and outcomes associated with admission to hospital for coronavirus disease 2019 (COVID-19) in Canada are not well described. Add co-authors Co-authors. Application Eligibility ; POWER ; Policies & Guidelines Matthew B. The ones marked * may be different from the article in the profile. Marzyeh completed her PhD at MIT where her research focused on machine learning in health care, exploring how to predict immediate and long-term patient needs to inform decisions in the intensive care unit and ambulatory care. Vector Institute CIFAR AI Chair, 661 University Ave, Suite 710, Toronto, ON, M5G 1M1, Canada. This "Cited by" count includes citations to the following articles in Scholar. with all of the words. PDF Restore Delete Forever. New citations to this … Follow this author. Their combined citations are counted only for the first article. Their combined citations are counted only for the first article. degree in computer science and electrical engineering with a minor in applied mathematics from New Mexico State University, Las Cruces, USA, in 2005 as a Goldwater Scholar, and the M.Sc. 2017. ... Google Verified email at google.com. ‪Assistant Professor, Computer Science/Medicine, University of Toronto & Vector Institute‬ - ‪Cited by 1,523‬ - ‪Artificial Intelligence‬ - ‪Machine Learning‬ - ‪Interprettable Big Data Models‬ - ‪Clinical Inference‬ Merged citations. A. McDermott, Bret Nestor, Evan Kim, Wancong Zhang, Anna Goldenberg, Peter Szolovits, Marzyeh Ghassemi: A Comprehensive Evaluation of Multi-task Learning and Multi-task Pre-training on EHR Time-series Data. This "Cited by" count includes citations to the following articles in Scholar. A Rumshisky, M Ghassemi, T Naumann, P Szolovits, VM Castro, ... Translational psychiatry 6 (10), e921-e921. New citations to this … Add co-authors Co-authors. Assistant Professor, Computer Science/Medicine, JP Cohen, P Morrison, L Dao, K Roth, TQ Duong, M Ghassemi. New citations … Merged citations. Upload PDF. Can AI Help Reduce Disparities in General Medical and Mental Health Care? 2017. Follow this author. Harini Suresh, Nathan Hunt, Alistair Johnson, Leo Anthony Celi, Peter Szolovits, Marzyeh Ghassemi, Creating and applying machine learning algorithms towards improved prediction and stratification of relevant human risks, Semi-supervised Biomedical Translation with Cycle Wasserstein Regression GANs, Clinical Intervention Prediction and Understanding using Deep Networks. Visiting Researcher, Verily/Google Assistant Professor in Computer Science and Medicine, University of Toronto Faculty Member, Vector Institute Canada CIFAR Artificial Intelligence Chair Website | Google Scholar; Research Interests. New articles by this author. Follow this author. New articles by this author. Predicting intervention onset in the ICU with switching state space models. The following articles are merged in Scholar. … PDF Restore Delete Forever. The following articles are merged in Scholar. degree in computer science and electrical engineering at New Mexico State University and Master’s degree in biomedical engineering from Oxford University. Download PDF Abstract: Modern electronic health records (EHRs) provide data to answer clinically meaningful questions. Their combined citations are counted only for the first article. Marzyeh Ghassemi is a PhD student in the Clinical Decision Making Group (MEDG) in MIT’s Computer Science and Artificial Intelligence Lab (CSAIL) supervised by Prof. Peter Szolovits. New articles related to this author's research. Follow this author. Add co-authors Co-authors. Find articles. Google Scholar; Irene Y Chen, Peter Szolovits, and Marzyeh Ghassemi. Their combined citations are counted only for the first article. By continuing to use our website, you consent to the use of cookies as outlined in our Privacy Policy. Google Scholar; E. Giunchiglia, A. Nemchenko, and M. van der Schaar. Their combined citations are counted only for the first article. Awards. This "Cited by" count includes citations to the following articles in Scholar. A human-centered evaluation of a deep learning system deployed in clinics for the detection of diabetic retinopathy. New citations to this … 4. where my words occur. Authors: Marzyeh Ghassemi, Tristan Naumann, Peter Schulam, Andrew L. Beam, Irene Y. Chen, Rajesh Ranganath. Their combined citations are counted only for the first article. Upload PDF. Google Scholar; Learning without Annotation Supervised learning has worked very well in practice but yet they require exhaustive labelled data, posing a barrier to widespread adoption. This "Cited by" count includes citations to the following articles in Scholar. New citations to this … The ones marked * may be different from the article in the profile. Add co-authors Co-authors. Using search queries to ... Marzyeh Ghassemi. Advanced search. Abebe, R., Hill, S. & Schwartz, H. A. Can AI Help Reduce Disparities in General Medical and Mental Health Care? This "Cited by" count includes citations to the following articles in Scholar. The following articles are merged in Scholar. New articles by this author. CoRR abs/1904.02633 ( 2019 ) Can AI Help Reduce Disparities in General Medical and Mental Health Care? The following articles are merged in Scholar. American Medical Informatics Association. New articles by this author. without the words. New articles by this author. I like to think about "representation learning" algorithms that learn to … Follow this author. Merged citations. New citations to this … 2018. Google Scholar; Irene Y Chen, Peter Szolovits, and Marzyeh Ghassemi. People. The following articles are merged in Scholar. The ones marked * may be different from the article in the profile. In such settings, methods for differentially private (DP) learning provide a general-purpose approach to learn models with privacy guarantees. Add co-authors Co-authors. Upload PDF. The ones marked * may be different from the article in the profile. The following articles are merged in Scholar. Follow this author. Eng. ; Prof. Ghassemi was a finalist for the … Their combined citations are counted only for the first article. New articles by this author. Add co-authors Co-authors. degree in biomedical engineering from Oxford University, U.K., as a Marshall Scholar. Upload PDF. 2017. Google Scholar; Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Ziqing Yang, Shijin Wang, and Guoping Hu. PDF Restore Delete Forever. Upload PDF. Training Verifications ; Eliot Phillipson Clinician-Educator Training Program ; Eliot Phillipson Clinician-Scientist Training Program Marzyeh Ghassemi. anywhere in the article . PDF Restore Delete Forever. Nominated for 2017 Best Student Paper at AMIA Summit on Clinical Research Informatics (CRI) for “Predicting Intervention Onset in the ICU with Switching State Space Models”, First Place at 2014 MIT $100K Accelerate $10,000 Daniel M. Lewin Accelerate Prize, Kohana Student Team, First Place at 2013 MIT Sloan-ILP Innovators Showcase, Sana AudioPulse Student Team, Guest Editor for PLoS ONE call on Machine Learning in Health and Biomedicine, http://blogs.plos.org/everyone/2018/03/09/call-for-papers-ml4health/, Speaker at IACS SYMPOSIUM ON THE FUTURE OF COMPUTATION IN SCIENCE AND ENGINEERING “The Digital Doctor: Health Care in an Age of AI and Big Data” –, https://www.youtube.com/watch?v=XKE8UY4_lWw, Panelist at AMIA 2018 Informatics Summit Panel on “Deep Learning for Healthcare – Hype or the Real Thing?”, https://www.amia.org/2018-Informatics-Summit/panels, Matthew McDermott, Tom Yan, Tristan Naumann, Nathan Hunt, Harini Suresh, Peter Szolovits, and Marzyeh Ghassemi. Email address for updates. Google Scholar provides a simple way to broadly search for scholarly literature. Upload PDF. The growing data in EHRs makes healthcare ripe for the use of machine learning. ; Prof. Ghassemi was appointed a Canada CIFAR AI Chair. Merged citations. PDF Restore Delete Forever. This "Cited by" count includes citations to the following articles in Scholar. The following articles are merged in Scholar. This "Cited by" count includes citations to the following articles in Scholar. This "Cited by" count includes citations to the following articles in Scholar. New citations to this … Her research uses machine learning techniques and statistical modeling to predict and stratify relevant human risks. The following articles are merged in Scholar. The following articles are merged in Scholar. Merged citations. Prior to MIT, she received a B.S. The ones marked * may be different from the article in the profile. Merged citations. Graduate Students PhD. American Medical Informatics Association (AMIA),. This "Cited by" count includes citations to the following articles in Scholar. Add co-authors Co-authors. The ones marked * may be different from the article in the profile. PDF Restore Delete Forever. The ones marked * may be different from the article in the profile. AMA journal of ethics 21, 2 (2019), 167--179. 2019. Predicting Intervention Onset in the ICU with Switching State Space Models. Add co-authors Co-authors. The following articles are merged in Scholar. Their combined citations are counted only for the first article. Marzyeh Ghassemi; People; Research Projects; Publications; Opportunities in ML4H (Joining/Volunteering) Teaching. Add co-authors Co-authors. Follow this author. This "Cited by" count includes citations to the following articles in Scholar. A human-centered evaluation of a deep learning system deployed in clinics for the detection of diabetic retinopathy. The system can't perform the operation now. Their combined citations are counted only for the first article. This "Cited by" count includes citations to the following articles in Scholar. Done. AMA journal of ethics 21, 2 (2019), 167--179. Add co-authors Co-authors. A. McDermott, Willie Boag, Wei-Hung Weng, Peter Szolovits, Marzyeh Ghassemi: Clinically Accurate Chest X-Ray Report Generation. O Badawi, T Brennan, LA Celi, M Feng, M Ghassemi, A Ippolito, ... A Raghu, M Komorowski, I Ahmed, L Celi, P Szolovits, M Ghassemi. Beede E, Baylor E, Hersch F, et al. In: Proceedings of the 2020 CHI conference on human factors in computing systems 2020;1–12. The ones marked * may be different from the article in the profile. Competence By Design: Physical Medicine & Rehabilitation ; Royal College Training Programs . The ones marked * may be different from the article in the profile. Marzyeh is on the Board of Women in Machine Learning (WiML), and co-organized the NIPS 2016/2017 Workshop on Machine Learning for Health, and MIT’s first Hacking Discrimination event. Biomed. This "Cited by" count includes citations to the following articles in Scholar. Prof. Ghassemi was named a CIFAR Azrieli Global Scholar for 2020-2022.; Prof. Ghassemi was recently awarded a Canada Research Chair in Machine Learning for Health. ... Dr. Marzyeh Ghassemi Assistant Professor, Computer Science/Medicine, University of Toronto & Vector Institute Verified email at cs.toronto.edu. Google Scholar; Marzyeh Ghassemi, Mike Wu, Michael Hughes, and Finale Doshi-Velez. Follow this author. Try again later. Her current research interests include clinical risk prediction with semi-supervised learning, optimal treatment discovery using expert demonstrations, and non-invasive patient phenotyping for behavioral conditions. Merged citations. Add co-authors Co-authors. M Ghassemi, T Naumann, F Doshi-Velez, N Brimmer, R Joshi, ... M Ghassemi, MAF Pimentel, T Naumann, T Brennan, DA Clifton, ... Twenty-Ninth AAAI Conference on Artificial Intelligence. Merged citations. Add co-authors Co-authors. This "Cited by" count includes citations to the following articles in Scholar. Their combined citations are counted only for the first article. New articles by this author. New articles by this author. Merged citations. PDF Restore Delete Forever. Upload PDF. New articles by this author. Upload PDF. Add co-authors Co-authors. Ghassemi M, 0000-0001-6349-7251; Gaube S, 0000-0002-1633-4772, University of Regensburg; Colak E, 0000-0002-3771-7975; Lermer E, 0000-0002-6600-9580, FOM University of Applied Sciences for Economics and Management; Raue M, 0000-0002-7443-1829, Massachusetts Institute of Technology; Suresh H, 0000-0002-9769-4947; NPJ Digital Medicine, 19 Feb 2021, 4(1): 31 DOI: 10.1038/s41746-021 …

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