Difference between revisions of "CSE 7100 Research Seminar on Machine Learning"

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=== ---Apr 02 ---===
 
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Presenter: Zhuangzhuang Zhang
 
Presenter: Zhuangzhuang Zhang
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Paper: Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation, NIPS 2018, Y. Li, et al. ([https://papers.nips.cc/paper/7426-hybrid-retrieval-generation-reinforced-agent-for-medical-image-report-generation])
  
  
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Presenter: Sayantan Kumar
 
Presenter: Sayantan Kumar
  
Paper: Deep Learning Global Glomerulosclerosis in Transplant Kidney Frozen Sections, IEEE Transactions on Medical Imaging, 2018, J. Marsh. ([https://ieeexplore.ieee.org/document/8398488])
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Paper: Deep Learning Global Glomerulosclerosis in Transplant Kidney Frozen Sections, IEEE Transactions on Medical Imaging, 2018, J. Marsh, et al. ([https://ieeexplore.ieee.org/document/8398488])
  
 
=== ---Apr 23 ---===
 
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Revision as of 16:02, 22 January 2020

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:


---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 ---

---Feb 06 ---

---Feb 13 ---

---Feb 20 ---

Presenter: Jingwen Zhang


---Feb 27 ---

---Mar 05 ---

---Mar 12 ---

Spring break - no seminar

---Mar 19 ---

---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. ([10])


---Apr 09 ---

---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. ([11])

---Apr 23 ---

Previous Semesters

Previous Lab Meetings