Tancy Kao

activities

Anonymous (anonymous@undisclosed.example.com) — 2016-05-07T07:59:14+0000

* Years of backpacking experience to more than 30 countries * Love hiking and climbing mountains * Group travel planner and organizer for more than 10 years * A member of the stray dog rescue * A sponsor of World Vision International in support of children’s education

awards_and_honors

Anonymous (anonymous@undisclosed.example.com) — 2025-04-24T02:05:33+0000

Research Grant * 2023-2024 Oracle for Research Cloud Grant: * Unlocking the Mysteries of Sleep Disorders: Personalized Diagnosis and Treatment with Oracle's Cutting-Edge Technology. * 40,000 AUD (Award Number: CPQ-2994156) * 2012-2014 Japanese Grants-in-Aid for Scientific Research (日本科學研究費助成事業)

contact

Anonymous (anonymous@undisclosed.example.com) — 2016-09-29T16:48:50+0000

ChienHui Kao (Tancy) Email: kchui2008 at gmail.com Linkedin: ResearchGate: GitHub:

education

Anonymous (anonymous@undisclosed.example.com) — 2016-05-07T13:27:30+0000

* Doctor of Philosophy (PhD), Department of Psychology, National Taiwan University, Taipei, Taiwan, Jan 2011 * Master of Science (MS), Department of Psychology, National ChengChi University, Taipei, Taiwan, Jun 2001

expertise

Anonymous (anonymous@undisclosed.example.com) — 2016-05-09T06:13:28+0000

Scientific Research Statistical Analysis Machine learning Modeling Predictive Analytics Big Data Data Mining Data Presentation Project Management

navbar

Anonymous (anonymous@undisclosed.example.com) — 2020-10-01T06:20:44+0000

* Private Links * General * OSA_HDEEG * MCI_HDEEGproj * Coupling_PyProg * NeuroPattern_Prog * Oracle_proj * ArtemisProj * SleepProj_Email * DataScience_Link * SleepProj * AsymmetricIndex * BabyMEG_Prog * Intern_Project

publications

Anonymous (anonymous@undisclosed.example.com) — 2025-04-24T02:34:50+0000

Peer-reviewed journal articles * Lam AKF, Carrick J, Kao CH, Phillips CL, Zheng YZ, Yee BJ, Kim JW, Grunstein RR, Naismith SL, D'Rozario AL. Electroencephalographic slowing during REM sleep in older adults with subjective cognitive impairment and mild cognitive impairment. Sleep. 2024 Jun 13;47(6):zsae051. doi: 10.1093/sleep/zsae051. PMID: 38394454; PMCID: PMC11168761.

sidebar

Anonymous (anonymous@undisclosed.example.com) — 2016-05-10T07:00:42+0000

* Home * Expertise * Work Experience * Education * Awards and Honors * Publications * Teaching and Mentoring * Technological Skills * Activities * Contact

start

Anonymous (anonymous@undisclosed.example.com) — 2025-04-24T01:53:19+0000

As a senior data scientist, * Accomplished research scientist with extensive experience in processing large datasets and time series using sophisticated and cutting-edge mathematical algorithms and statistical models for more than 15 years.

teaching_and_mentoring

Anonymous (anonymous@undisclosed.example.com) — 2018-03-13T07:31:58+0000

Teaching Position Course Responsibility Period Mentor “MATLAB Programming” in Infant Perceptual Developmental Lab, Graduate Institute of Biomedical Sciences, China Medical University Teaching graduate students programming using MATLAB to design experiments and analyze neuroimaging data, such as MEG and fMRI two hours weekly.

technological_skills

Anonymous (anonymous@undisclosed.example.com) — 2021-11-30T10:23:16+0000

* Programming platforms * Python, R, MATLAB * Statistical analysis * SPSS, SAS, Statistica * Data mining * Linear Regression, Nonlinear Regression, Multivariate Analysis, Information Theory, Support Vector Machine * Machine learning

work_experience

Anonymous (anonymous@undisclosed.example.com) — 2022-03-20T04:59:06+0000

Data Scientist/Senior Research Data Scientist | WOOLCOCK INSTITUTE OF MEDICAL RESEARCH, SYDNEY UNIVERSITY, SYDNEY, AUSTRALIA 2018/07 - current Developing cutting-edge machine learning models to diagnose patients with sleep problems by fitting them to multi-modal biometric data, such as high-density EEG, MRI, clinical diagnosis and diary data.