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

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