Difference between revisions of "CSE 7100 Research Seminar on Machine Learning"
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Presenter: Kathryn Sarullo | Presenter: Kathryn Sarullo | ||
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| + | Paper: Feature Selection and Dimension Reduction of Social Autism Data, Pacific Symposium on Biocomputing 2020, P. Washington et al. ([https://psb.stanford.edu/psb-online/proceedings/psb20/Washington.pdf]) | ||
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Presenter: Joss Wang | Presenter: Joss Wang | ||
| + | Paper: Deepfakes for Medical Video De-Identification: Privacy Protection and Diagnostic Information Preservation, AAAI 2020, B. Zhu, et al. | ||
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Revision as of 17:54, 24 January 2020
- Instructor: Prof. Chenyang Lu
- Time: Thursday at 4pm-4:50pm, Location: Jolley 309 (New Location)
- Google group: group for machine learning seminar
This seminar examines machine learning by studying seminal papers and recent research results. Each semester, the seminar emphasizes different themes reflecting the current research interests of the participants. The theme of this semester's seminar is Machine Learning for Health. We will read and discuss papers from recent major conferences and journals on machine learning, data mining, and AI related to healthcare. These conferences and journals include:
- NeurIPS ([1])
- ICML ([2])
- AAAI ([3])
- SIGKDD ([4])
- IJCAI ([5])
- IMWUT ([6])
- Digital Medicine ([7])
- HEALTH ([8])
---Jan 23 ---
Presenter: Dingwen Li
Paper: DeepAlerts: Deep Learning Based Multi-horizon Alerts for Clinical Deterioration on Oncology Hospital Wards, AAAI-2020, D. Li, P. Lyons, C. Lu, M. Kollef. ([9])
---Jan 30 ---
Presenter: Ruixuan Dai
---Feb 06 ---
Presenter: Ali Ghubaish
Paper: MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare, NeurIPS 2018, E. Choi, et al. ([10])
---Feb 13 ---
Presenter: Hanyang Liu
---Feb 20 ---
Presenter: Jingwen Zhang
---Feb 27 ---
Presenter: Kathryn Sarullo
Paper: Feature Selection and Dimension Reduction of Social Autism Data, Pacific Symposium on Biocomputing 2020, P. Washington et al. ([11])
---Mar 05 ---
Presenter: Joss Wang
Paper: Deepfakes for Medical Video De-Identification: Privacy Protection and Diagnostic Information Preservation, AAAI 2020, B. Zhu, et al.
---Mar 12 ---
Spring break - no seminar
---Mar 19 ---
Presenter: Bing Xue
---Mar 26 ---
Presenter: Hao Liu
---Apr 02 ---
Presenter: Zhuangzhuang Zhang
Paper: Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation, NIPS 2018, Y. Li, et al. ([12])
---Apr 09 ---
Presenter: Liang Tong
Paper: Ziqi Zhang, Chao Yan, Diego A Mesa, Jimeng Sun, Bradley A Malin, Ensuring electronic medical record simulation through better training, modeling, and evaluation, Journal of the American Medical Informatics Association, Volume 27, Issue 1, January 2020, Pages 99–108, https://doi.org/10.1093/jamia/ocz161
---Apr 16 ---
Presenter: Sayantan Kumar
Paper: Deep Learning Global Glomerulosclerosis in Transplant Kidney Frozen Sections, IEEE Transactions on Medical Imaging, 2018, J. Marsh, et al. ([13])
---Apr 23 ---
Presenter: Raj Venkatesaramani
Previous Semesters
- Fall 2019
- Summer 2019
- Spring 2019
- Fall 2018
- Summer 2018
- Spring 2018
- Fall 2017
- Summer 2017
- Spring 2017
- Fall 2016
- Summer 2016
- Spring 2016
- Fall 2015
- Summer 2015
- Spring 2015
- Fall 2014
- Summer 2014
- Spring 2014
- Fall 2013
- Summer 2013
- Spring 2013
- Fall 2012
- Summer 2012
- Spring 2012
- Fall 2011
- Summer 2011
- Spring 2011
- Fall 2010
- Spring 2010
- Fall 2009
- Summer 2009
- Spring 2009
- Fall 2008
- Summer 2008
- Spring 2008
- Fall 2007
- Summer 2007
- Spring 2007
- Fall 2006
- Spring 2006
- Fall 2005
- Spring 2005
- Fall 2004
- Spring 2004
- Fall 2003
- Spring 2003
- Fall 2002
- Spring 2002
- Fall 2001
- Spring 2001
- Fall 2000
- Spring 2000
- Fall 1998
- Spring 1998
