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. 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. Download PDF Abstract: Modern electronic health records (EHRs) provide data to answer clinically meaningful questions. Beede E, Baylor E, Hersch F, et al. Abebe, R., Hill, S. & Schwartz, H. A. New citations to this … New citations to this … 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. Marzyeh Ghassemi. American Medical Informatics Association (AMIA),. 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. Their combined citations are counted only for the first article. I like to think about "representation learning" algorithms that learn to … 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 … Google Scholar; Irene Y Chen, Peter Szolovits, and Marzyeh Ghassemi. Email address for updates. 2017. Follow this author. 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. Their combined citations are counted only for the first article. Can AI Help Reduce Disparities in General Medical and Mental Health Care? 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. Follow this author. Merged citations. 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. Using search queries to ... Marzyeh Ghassemi. ... Google Verified email at google.com. New citations to this … ... Marzyeh Ghassemi. New articles by this author. This "Cited by" count includes citations to the following articles in Scholar. New citations to this … Upload PDF. lecture Unfolding Physiological State: Mortality Modelling in Intensive Care Units as author at Research Sessions, 2974 views The following articles are merged in Scholar. 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. Merged citations. 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. Predicting Intervention Onset in the ICU with Switching State Space Models. In Proceedings of the AMIA Summit on Clinical Research Informatics (CRI), Vol. Authors: Marzyeh Ghassemi, Tristan Naumann, Peter Schulam, Andrew L. Beam, Irene Y. Chen, Rajesh Ranganath. New articles by this author. Follow this author. The following articles are merged in Scholar. Guanxiong Liu, Tzu-Ming Harry Hsu, Matthew B. New articles by this author. Eng. This "Cited by" count includes citations to the following articles in Scholar. AMA journal of ethics 21, 2 (2019), 167--179. 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. A. McDermott, Willie Boag, Wei-Hung Weng, Peter Szolovits, Marzyeh Ghassemi: Clinically Accurate Chest X-Ray Report Generation. The following articles are merged in Scholar. In such settings, methods for differentially private (DP) learning provide a general-purpose approach to learn models with privacy guarantees. ; Prof. Ghassemi was appointed a Canada CIFAR AI Chair. The ones marked * may be different from the article in the profile. Add co-authors Co-authors. Google Scholar; Hrayr Harutyunyan, Hrant Khachatrian, David C Kale, and Aram Galstyan. Can AI Help Reduce Disparities in General Medical and Mental Health Care? This "Cited by" count includes citations to the following articles in Scholar. 2017. Follow this author. ... Dr. Marzyeh Ghassemi Assistant Professor, Computer Science/Medicine, University of Toronto & Vector Institute Verified email at cs.toronto.edu. The following articles are merged in Scholar. New citations to this … CoRR abs/1904.02633 ( 2019 ) 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. PDF Restore Delete Forever. The ones marked * may be different from the article in the profile. Merged citations. This "Cited by" count includes citations to the following articles in Scholar. Authors. Add co-authors Co-authors. Prior to MIT, she received a B.S. This "Cited by" count includes citations to the following articles in Scholar. PDF Restore Delete Forever. This "Cited by" count includes citations to the following articles in Scholar. In International Conference … Upload PDF. The following articles are merged in Scholar. Merged citations. 2017. 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. This "Cited by" count includes citations to the following articles in Scholar. New articles by this author. Follow this author. PDF Restore Delete Forever. 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 … Upload PDF. Add co-authors Co-authors. ; Prof. Ghassemi was a finalist for the … This "Cited by" count includes citations to the following articles in Scholar. PDF Restore Delete Forever. PDF Restore Delete Forever. Upload PDF. jupyter notebook walks through how to use the code and shows a successful synthetic run. Find articles. 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… Biomed. The following articles are merged in Scholar. New articles by this author. The ones marked * may be different from the article in the profile. Merged citations. with at least one of the words. CAS Article Google Scholar 17. The following articles are merged in Scholar. Google Scholar; Marzyeh Ghassemi, Mike Wu, Michael C. Hughes, Peter Szolovits, and Finale Doshi-Velez. Google Scholar; E. Giunchiglia, A. Nemchenko, and M. van der Schaar. This "Cited by" count includes citations to the following articles in Scholar. with all of the words. Professor Ghassemi currently serves as a NeurIPS 2019 Workshop Co-Chair, and General Chair for the ACM Conference on Health, Inference and … This "Cited by" count includes citations to the following articles in Scholar. O Badawi, T Brennan, LA Celi, M Feng, M Ghassemi, A Ippolito, ... A Raghu, M Komorowski, I Ahmed, L Celi, P Szolovits, M Ghassemi. 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 … Competence By Design: Physical Medicine & Rehabilitation ; Royal College Training Programs . Their combined citations are counted only for the first article. 2018. New citations to this author . Their combined citations are counted only for the first article. Vector Institute CIFAR AI Chair, 661 University Ave, Suite 710, Toronto, ON, M5G 1M1, Canada. Merged citations. New citations to this … New articles by this author. Add co-authors Co-authors. Follow this author. Authors: Vinith M. Suriyakumar, Nicolas Papernot, Anna Goldenberg, Marzyeh Ghassemi. Download PDF Abstract: Machine learning models in health care are often deployed in settings where it is important to protect patient privacy. PDF Restore Delete Forever. In: Proceedings of the 2020 CHI conference on human factors in computing systems 2020;1–12. A human-centered evaluation of a deep learning system deployed in clinics for the detection of diabetic retinopathy. The ones marked * may be different from the article in the profile. The following articles are merged in Scholar. AMA journal of ethics 21, 2 (2019), 167--179. CheXclusion: Fairness gaps in deep chest X-ray classifiers. The following articles are merged in Scholar. Advanced search. Add co-authors Co-authors. The ones marked * may be different from the article in the profile. Search across a wide variety of disciplines and sources: articles, theses, books, abstracts and court opinions. New articles by this author. Merged citations. Modern methods for DP … CoRR abs/2007.10185 (2020) PDF Restore Delete Forever. Done. Follow this author. Their combined citations are counted only for the first article. Upload PDF. Add co-authors Co-authors. She will join MIT's IMES/EECS in July 2021. where my words occur. 2019. Upload PDF. This "Cited by" count includes citations to the following articles in Scholar. without the words. PDF Restore Delete Forever. New articles related to this author's research. The growing data in EHRs makes healthcare ripe for the use of machine learning. degree in biomedical engineering from Oxford University, U.K., as a Marshall Scholar. My profile My library Metrics Alerts. Their combined citations are counted only for the first article. IEEE Trans. … Predicting intervention onset in the ICU with switching state space models. Their combined citations are counted only for the first article. This "Cited by" count includes citations to the following articles in Scholar. PDF Restore Delete Forever. Biography Marzyeh Ghassemi received the B.S. The ones marked * may be different from the article in the profile. New articles by this author. The ones marked * may be different from the article in the profile. Follow this author. Google Scholar; Marzyeh Ghassemi, Mike Wu, Michael Hughes, and Finale Doshi-Velez. The ones marked * may be different from the article in the profile. Merged citations. Their combined citations are counted only for the first article. New citations to this … Google Scholar provides a simple way to broadly search for scholarly literature. The ones marked. 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. anywhere in the article . Marzyeh Ghassemi; People; Research Projects; Publications; Opportunities in ML4H (Joining/Volunteering) Teaching. By continuing to use our website, you consent to the use of cookies as outlined in our Privacy Policy. This "Cited by" count includes citations to the following articles in Scholar. 2019. Upload PDF. New citations to this … Follow this author. Follow this author. Add co-authors Co-authors. Their combined citations are counted only for the first article. Add co-authors Co-authors. Google Scholar; Irene Y Chen, Peter Szolovits, and Marzyeh Ghassemi. Add co-authors Co-authors. Assistant Professor, Computer Science/Medicine, JP Cohen, P Morrison, L Dao, K Roth, TQ Duong, M Ghassemi. Their combined citations are counted only for the first article. 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. Add co-authors Co-authors. The following articles are merged in Scholar. New citations to this … New articles by this author. The ones marked * may be different from the article in the profile. PDF Restore Delete Forever. Article Google Scholar 3. Merged citations. with the exact phrase. Her research uses machine learning techniques and statistical modeling to predict and stratify relevant human risks. Awards. 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. Matthew B. Merged citations. New articles by this author. 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. The following articles are merged in Scholar. Upload PDF. New citations … New articles by this author. The ones marked * may be different from the article in the profile. Their combined citations are counted only for the first article. Beede E, Baylor E, Hersch F, et al. This "Cited by" count includes citations to the following articles in Scholar. Their, This "Cited by" count includes citations to the following articles in Scholar. 61 … Their combined citations are counted only for the first article. Upload PDF. Merged citations. Merged citations. Add co-authors Co-authors. The following articles are merged in Scholar. RNN-SURV: A Deep Recurrent Model for Survival Analysis. The ones marked * may be different from the article in the profile. Marzyeh Ghassemi. The following articles are merged in Scholar. ‪Assistant Professor, Computer Science/Medicine, University of Toronto & Vector Institute‬ - ‪Cited by 1,523‬ - ‪Artificial Intelligence‬ - ‪Machine Learning‬ - ‪Interprettable Big Data Models‬ - ‪Clinical Inference‬ The following articles are merged in Scholar. Training Verifications ; Eliot Phillipson Clinician-Educator Training Program ; Eliot Phillipson Clinician-Scientist Training Program Add co-authors Co-authors. While health care is an inherently data-driven field, most clinicians operate with limited evidence guiding their decisions. American Medical Informatics Association. Their combined citations are counted only for the first article. 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 … Their combined citations are counted only for the first article. Their combined citations are counted only for the first article. Add co-authors Co-authors. PDF Restore Delete Forever. Merged citations. Nagendran M, Chen Y, Lovejoy CA et al (2020) Artificial intelligence versus clinicians: systematic review of design, reporting … 2019. This "Cited by" count includes citations to the following articles in Scholar. People. ... Dr. Marzyeh Ghassemi Assistant Professor, ... M Wu, M Ghassemi, M Feng, LA Celi, P … Their combined citations are counted only for the first article. This "Cited by" count includes citations to the following articles in Scholar. Their combined citations are counted only for the first article. 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. 2019. 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. Add co-authors Co-authors. 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. The ones marked * may be different from the article in the profile. Graduate Students PhD. Google Scholar; Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Ziqing Yang, Shijin Wang, and Guoping Hu. The following articles are merged in Scholar. PDF Restore Delete Forever. Follow this author. Merged citations. Add co-authors Co-authors. The ones marked * may be different from the article in the profile. Add co-authors Co-authors. Follow this author. Merged citations. Upload PDF. Authors. Google Scholar; Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Ziqing Yang, Shijin Wang, and Guoping Hu. The ones marked * may be different from the article in the profile. 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. Their combined citations are counted only for the first article. Their combined citations are counted only for the first article. The following articles are merged in Scholar. Errol Colak. However, learning in a clinical setting presents unique challenges that complicate … The following articles are merged in Scholar. PDF Restore Delete Forever. 4. Merged citations. ; Prof. Ghassemi was one of MIT Tech Review’s 35 Innovators Under 35.; The ML4H group received a NSERC 2018 Discovery Grant. Their combined citations are counted only for the first article. New articles by this author. ... Dr. Marzyeh Ghassemi Assistant Professor, Computer Science/Medicine, University of Toronto & Vector Institute Verified email at cs.toronto.edu. Irene Y. Chen. Health; Fairness; Representation Learning; Unsupervised Learning; Latent Variable Models ; Neural Networks; Creating and applying machine … Principal Investigator. Article Google Scholar 3. Upload PDF. This "Cited by" count includes citations to the following articles in Scholar. The ones marked * may be different from the article in the profile. … PDF Restore Delete Forever. Upload PDF. Can AI Help Reduce Disparities in General Medical and Mental Health Care? Dr. Marzyeh Ghassemi. Laleh Seyyed-Kalantari, Guanxiong Liu, Matthew McDermott, Marzyeh Ghassemi Download Preprint. New citations to this … The following articles are merged in Scholar. Try again later. A human-centered evaluation of a deep learning system deployed in clinics for the detection of diabetic retinopathy. View author publications. Merged citations. 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. A Rumshisky, M Ghassemi, T Naumann, P Szolovits, VM Castro, ... Translational psychiatry 6 (10), e921-e921. Follow this author. Upload PDF. We use cookies to give you the best user experience possible. This "Cited by" count includes citations to the following articles in Scholar. Add co-authors Co-authors. New citations to this … The ones marked * may be different from the article in the profile. New articles by this author. 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. The following articles are merged in Scholar. Merged citations . New articles by this author. The following articles are merged in Scholar. The ones marked * may be different from the article in the profile. The ones marked * may be different from the article in the profile. Add co-authors Co-authors. The system can't perform the operation now. New citations to this … Application Eligibility ; POWER ; Policies & Guidelines
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