Zheng Zhao Aalto University

  • Doctoral Student, School of Electrical Engineering
  • Prof. Simo Särkkä group
  • Jan 2018 - onward

First year PhD student of Aalto University.

Tags: Machine Learning, Deep Learning, SDE, Gaussian Process, Bio-signal Analysis
Profile: Aalto Page, Google Scholar, Research Gate


Projects:

Probabilistic Deep Learning Via Hierarchal Stochastic Partial Differential Equations
2018 - ongoing - member

Robust Computational ECG Methods for Automated Diagnosis of Cardiac Diseases from Long-Term Recordings
2017 - ongoing - member

Electrophysiological Monitoring for Digital Healthcare
2017 - ongoing - member

Publication:

Zheng Zhao, Simo Särkkä and Ali Bahrami Rad. "Kalman-based Spectro-Temporal ECG Analysis using Deep Convolutional Networks for Atrial Fibrillation Detection." arXiv:1812.05555. DOI; PDF; CODE

Zheng Zhao, Simo Särkkä and Ali Bahrami Rad. "Spectro-Temporal ECG Analysis for Atrial Fibrillation Detection." 2018 IEEE International Workshop on Machine Learning for Signal Processing. DOI; PDF; CODE

Zheng Zhao and Naigong Y. "An improved quantum particle swarm optimisation and its application on hand kinematics tracking." International Journal of Intelligent Engineering Informatics. 2017. Vol.6, No. 3/4: 266-294. DOI; PDF; CODE

Presentation:

DELTA Autumn Workshop (Oral)
Nov 16, 2018

FCAI AI Day 2018 (Poster)
Dec 12, 2018

Teaching:

ELEC-E8739 AI in Health Technologies (Prof. Leo Kärkkäinen)
Teaching Assistant (2018-2019)


Post:
FIN-00076
P.O.Box 12200
Work Address:
Room F323
Rakentajanaukio 2c, Espoo
02150 Finland
Contact:
zheng.zhao $at$ aalto.fi
zz $at$ zabemon.com
Download CV

© 2018 Zheng Zhao All Rights Reserved
Page last updated: Nov 1, 2018.