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