Datasets
Standard Dataset
Neonatal Asphyxia
- Citation Author(s):
-
KurnianingsihKurnianingsih
Department of Electrical Engineering, Politeknik Negeri Semarang, IndonesiaSouNobukawaDepartment of Computer Science, Chiba Institute of Technology, JapanMelyana NurulWidyawatiDepartment of Midwifery, Poltekkes Kemenkes Semarang, IndonesiaCiptaPramanaDepartment of Obstetrics and Gynecology, KRMT Wongsonegoro Hospital, IndonesiaNurseno BayuAjiDepartment of Electrical Engineering, Politeknik Negeri Semarang, IndonesiaAfandi Nur AzizThohariDepartment of Electrical Engineering, Politeknik Negeri Semarang, IndonesiaEriSato-ShimokawaraFaculty of Systems Design, Tokyo Metropolitan University, JapanNaoyukiKubotaFaculty of Systems Design, Tokyo Metropolitan University, Japan - Submitted by:
- Kurnianingsih K
- Last updated:
- Sun, 04/20/2025 - 21:05
- DOI:
- 10.21227/1vdq-6j38
- License:
23 Views- Categories:
- Keywords:
Abstract
We provide a curated time series video dataset of 10,876 frames from 37 neonates, of which some were healthy and some had asphyxia of varying severity. We obtained video recordings using standardized RGB cameras positioned to capture the skin region of the neonates while minimizing interference with standard clinical care and maintaining consistent video quality. This study has the following technical specifications: a frame rate of 30 frames per second, a resolution of 1920×1080 pixels, and a color depth of 24-bit RGB. Experienced neonatologists performed a clinical assessment of asphyxia severity in accordance with standardized protocols. Each case was independently evaluated by two clinicians, and any discrepancies were resolved through consensus. The final severity classification served as ground truth for system development and validation.
Please contact the owner of dataset at: kurnianingsih@polines.ac.id
