Question 1

What is Ngee Ann Polytechnic known for?

Accepted Answer

In research, Ngee Ann Polytechnic stands highest in Health Sciences (#3,546 of 16,688 worldwide), Medicine (#3,730 of 14,558 worldwide) and Engineering (#3,883 of 9,532 worldwide), over all time.

Question 2

How does Ngee Ann Polytechnic rank in research?

Accepted Answer

Ngee Ann Polytechnic ranks #4,197 of 34,923 institutions worldwide on research quality over all time, and #23 of 92 in Singapore.

Question 3

Who are the top researchers at Ngee Ann Polytechnic?

Accepted Answer

Ranked on the quality score, U. Rajendra Acharya, Shu Lih Oh and Jen Hong Tan lead among researchers whose main affiliation is Ngee Ann Polytechnic.

Question 4

What are the most cited papers from Ngee Ann Polytechnic?

Accepted Answer

The most cited paper from Ngee Ann Polytechnic is "Heart rate variability: a review" (U. Rajendra Acharya, K. Paul Joseph, N. Kannathal et al., 2006), with 2,846 citations. Next come "A review of uncertainty quantification in deep learning: Techniques, applications and challenges" (2,702) and "Automated detection of COVID-19 cases using deep neural networks with X-ray images" (2,702).

Question 5

Which research topics does Ngee Ann Polytechnic publish most on?

Accepted Answer

By volume in 2022-now: EEG and Brain-Computer Interfaces, Higher Education and Employability, ECG Monitoring and Analysis and Attention Deficit Hyperactivity Disorder.

Question 6

Which keywords describe research at Ngee Ann Polytechnic?

Accepted Answer

By fractional works in 2022-now, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Convolutional Neural Networks, Medical Imaging, Classification, Feature Extraction, Student Perceptions and Wavelet Transform.

Question 7

Which fields of science does Ngee Ann Polytechnic work in?

Accepted Answer

In 2022-now, 41% of research at Ngee Ann Polytechnic is in Physical Sciences, 27% in Health Sciences. Its largest fields are Medicine (24%), Engineering (14%), Social Sciences (12%).

Question 8

Is Ngee Ann Polytechnic's research output growing?

Accepted Answer

Output in 2022-2025 was 55% lower than in 2018-2021.

Discussion