Upload PDF. 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. PDF Restore Delete Forever. This "Cited by" count includes citations to the following articles in Scholar. Merged citations. Health; Fairness; Representation Learning; Unsupervised Learning; Latent Variable Models ; Neural Networks; Creating and applying machine … ; Prof. Ghassemi was appointed a Canada CIFAR AI Chair. Merged citations. Awards. New citations to this author . Upload PDF. Download PDF Abstract: Machine learning models in health care are often deployed in settings where it is important to protect patient privacy. Their combined citations are counted only for the first article. Google Scholar; Irene Y Chen, Peter Szolovits, and Marzyeh Ghassemi. Article Google Scholar 3. Authors: Marzyeh Ghassemi, Tristan Naumann, Peter Schulam, Andrew L. Beam, Irene Y. Chen, Rajesh Ranganath. 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. Follow this author. Merged citations. Google Scholar; E. Giunchiglia, A. Nemchenko, and M. van der Schaar. Their combined citations are counted only for the first article. 2018. PDF Restore Delete Forever. While health care is an inherently data-driven field, most clinicians operate with limited evidence guiding their decisions. This "Cited by" count includes citations to the following articles in Scholar. The following articles are merged in Scholar. Their combined citations are counted only for the first article. PDF Restore Delete Forever. Add co-authors Co-authors. Follow this author. Marzyeh Ghassemi. 61 … PDF Restore Delete Forever. Beede E, Baylor E, Hersch F, et al. Find articles. Marzyeh Ghassemi. Upload PDF. The ones marked. Google Scholar; Hrayr Harutyunyan, Hrant Khachatrian, David C Kale, and Aram Galstyan. Add co-authors Co-authors. Add co-authors Co-authors. New citations to this … Their combined citations are counted only for the first article. New articles by this author. This "Cited by" count includes citations to the following articles in Scholar. 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. 2017. CAS Article Google Scholar 17. New citations to this … This "Cited by" count includes citations to the following articles in Scholar. Their combined citations are counted only for the first article. New citations to this … O Badawi, T Brennan, LA Celi, M Feng, M Ghassemi, A Ippolito, ... A Raghu, M Komorowski, I Ahmed, L Celi, P Szolovits, M Ghassemi. Google Scholar; Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Ziqing Yang, Shijin Wang, and Guoping Hu. 2017. 2017. Upload PDF. Merged citations. Add co-authors Co-authors. 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 … The ones marked * may be different from the article in the profile. The ones marked * may be different from the article in the profile. The following articles are merged in Scholar. Upload PDF. New citations to this … New articles by this author. The ones marked * may be different from the article in the profile. The following articles are merged in Scholar. The ones marked * may be different from the article in the profile. Add co-authors Co-authors. 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. PDF Restore Delete Forever. Follow this author. The following articles are merged in Scholar. Search across a wide variety of disciplines and sources: articles, theses, books, abstracts and court opinions. Vector Institute CIFAR AI Chair, 661 University Ave, Suite 710, Toronto, ON, M5G 1M1, Canada. The ones marked * may be different from the article in the profile. Follow this author. 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. The ones marked * may be different from the article in the profile. Their combined citations are counted only for the first article. CoRR abs/1904.02633 ( 2019 ) The ones marked * may be different from the article in the profile. CheXclusion: Fairness gaps in deep chest X-ray classifiers. The following articles are merged in Scholar. The following articles are merged in Scholar. The growing data in EHRs makes healthcare ripe for the use of machine learning. Add co-authors Co-authors. The following articles are merged in Scholar. This "Cited by" count includes citations to the following articles in Scholar. The following articles are merged in Scholar. The ones marked * may be different from the article in the profile. This "Cited by" count includes citations to the following articles in Scholar. PDF Restore Delete Forever. Their combined citations are counted only for the first article. New articles by this author. Add co-authors Co-authors. I like to think about "representation learning" algorithms that learn to … The ones marked * may be different from the article in the profile. Add co-authors Co-authors. Email address for updates. 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. degree in computer science and electrical engineering at New Mexico State University and Master’s degree in biomedical engineering from Oxford University. New citations to this … 2019. This "Cited by" count includes citations to the following articles in Scholar. She will join MIT's IMES/EECS in July 2021. 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. New articles by this author. Errol Colak. The ones marked * may be different from the article in the profile. without the words. Professor Ghassemi currently serves as a NeurIPS 2019 Workshop Co-Chair, and General Chair for the ACM Conference on Health, Inference and … AMA journal of ethics 21, 2 (2019), 167--179. Biomed. Follow this author. with the exact phrase. New citations to this … Upload PDF. … 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. Try again later. Follow this author. Biography Marzyeh Ghassemi received the B.S. Follow this author. The following articles are merged in Scholar. Merged citations. New articles by this author. jupyter notebook walks through how to use the code and shows a successful synthetic run. 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… ; Prof. Ghassemi was a finalist for the … Their combined citations are counted only for the first article. 4. Upload PDF. New articles by this author. In Proceedings of the AMIA Summit on Clinical Research Informatics (CRI), Vol. 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. A. McDermott, Willie Boag, Wei-Hung Weng, Peter Szolovits, Marzyeh Ghassemi: Clinically Accurate Chest X-Ray Report Generation. Follow this author. New articles by this author. The following articles are merged in Scholar. This "Cited by" count includes citations to the following articles in Scholar. Google Scholar provides a simple way to broadly search for scholarly literature. Article Google Scholar 3. Eng. PDF Restore Delete Forever. Beede E, Baylor E, Hersch F, et al. Their combined citations are counted only for the first article. 2019. This "Cited by" count includes citations to the following articles in Scholar. Nagendran M, Chen Y, Lovejoy CA et al (2020) Artificial intelligence versus clinicians: systematic review of design, reporting … This "Cited by" count includes citations to the following articles in Scholar. Upload PDF. This "Cited by" count includes citations to the following articles in Scholar. Add co-authors Co-authors. Can AI Help Reduce Disparities in General Medical and Mental Health Care? Their combined citations are counted only for the first article. Dr. Marzyeh Ghassemi. Their combined citations are counted only for the first article. Merged citations. 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. Merged citations . Merged citations. The ones marked * may be different from the article in the profile. New articles by this author. Merged citations. Follow this author. Merged citations. 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 … 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. Modern methods for DP … Their combined citations are counted only for the first article. Their combined citations are counted only for the first article. ... Marzyeh Ghassemi. The following articles are merged in Scholar. Can AI Help Reduce Disparities in General Medical and Mental Health Care? Add co-authors Co-authors. Merged citations. Their, This "Cited by" count includes citations to the following articles in Scholar. Assistant Professor, Computer Science/Medicine, JP Cohen, P Morrison, L Dao, K Roth, TQ Duong, M Ghassemi. The following articles are merged in Scholar. Add co-authors Co-authors. The ones marked * may be different from the article in the profile. Her research uses machine learning techniques and statistical modeling to predict and stratify relevant human risks. The ones marked * may be different from the article in the profile. 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. Graduate Students PhD. New citations to this … PDF Restore Delete Forever. Merged citations. ... Dr. Marzyeh Ghassemi Assistant Professor, Computer Science/Medicine, University of Toronto & Vector Institute Verified email at cs.toronto.edu. New articles related to this author's research. Google Scholar; Marzyeh Ghassemi, Mike Wu, Michael Hughes, and Finale Doshi-Velez. 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. degree in biomedical engineering from Oxford University, U.K., as a Marshall Scholar. Add co-authors Co-authors. American Medical Informatics Association. My profile My library Metrics Alerts. Merged citations. where my words occur. Application Eligibility ; POWER ; Policies & Guidelines New citations to this … with at least one of the words. Google Scholar; Marzyeh Ghassemi, Mike Wu, Michael C. Hughes, Peter Szolovits, and Finale Doshi-Velez. The following articles are merged in Scholar. 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. Predicting intervention onset in the ICU with switching state space models. In International Conference … AMA journal of ethics 21, 2 (2019), 167--179. Their combined citations are counted only for the first article. Upload PDF. Upload PDF. New articles by this author. Follow this author. Their combined citations are counted only for the first article. Google Scholar; Irene Y Chen, Peter Szolovits, and Marzyeh Ghassemi. The following articles are merged in Scholar. Download PDF Abstract: Modern electronic health records (EHRs) provide data to answer clinically meaningful questions. Irene Y. Chen. Can AI Help Reduce Disparities in General Medical and Mental Health Care? 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. The ones marked * may be different from the article in the profile. Competence By Design: Physical Medicine & Rehabilitation ; Royal College Training Programs . PDF Restore Delete Forever. ; Prof. Ghassemi was one of MIT Tech Review’s 35 Innovators Under 35.; The ML4H group received a NSERC 2018 Discovery Grant. Using search queries to ... Marzyeh Ghassemi. New articles by this author. Merged citations. We use cookies to give you the best user experience possible. 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. A human-centered evaluation of a deep learning system deployed in clinics for the detection of diabetic retinopathy. ‪Assistant Professor, Computer Science/Medicine, University of Toronto & Vector Institute‬ - ‪Cited by 1,523‬ - ‪Artificial Intelligence‬ - ‪Machine Learning‬ - ‪Interprettable Big Data Models‬ - ‪Clinical Inference‬
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