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Xin Tian

6 papers hereh-index 7270 citations13 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author3

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • eess.SP4
  • cs.LG2
same name
  • Xin Tian — 6 papers, h 6
  • Xin Tian — 5 papers, h 3
  • Xin Tian — 4 papers, h 3
  • Xin Tian — 4 papers, h 3
  • Xin Tian — 3 papers, h 6
  • Xin Tian — 2 papers, h 8

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedA Canonical Data Transformation for Achieving Inter- and Within-group Fairness

2 citations · 2 across the 1 of their papers we have counts for

collaborators
Showing eess.SPShow all

4 papers · 1 filter

eess.SP2021

A Multi-Channel Ratio-of-Ratios Method for Noncontact Hand Video Based SpO2​ Monitoring Using Smartphone Cameras

Xin Tian, Chau-Wai Wong, Sushant M. Ranadive +1

Blood oxygen saturation (SpO2​) is an important indicator for pulmonary and respiratory functionalities. Clinical findings on COVID-19 show that many patients had dangerously low…

eess.SP2021

Cross-domain Joint Dictionary Learning for ECG Inference from PPG

Xin Tian, Qiang Zhu, Yuenan Li +1

The inverse problem of inferring electrocardiogram (ECG) from photoplethysmogram (PPG) is an emerging research direction that combines the easy measurability of PPG and the rich cl…

eess.SP2020

Inferring ECG from PPG for Continuous Cardiac Monitoring Using Lightweight Neural Network

Yuenan Li, Xin Tian, Qiang Zhu +1

This paper presents a computational solution that enables continuous cardiac monitoring through cross-modality inference of electrocardiogram (ECG). While some smartwatches now all…

eess.SP2019

ECG Reconstruction via PPG: A Pilot Study

Qiang Zhu, Xin Tian, Chau-Wai Wong +1

In this paper, the relation between electrocardiogram (ECG) and photoplethysmogram (PPG) signals is studied, and the waveform of ECG is inferred via the PPG signals. In order to ad…

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