On the basis of these measurements some form of CDSS can be designed, as long as the recommendations the system produces (e.g. the wording of what action to take) and the ways it is implemented acknowledge the uncertainty inherent in the data and leave room for clinical judgement.
We acknowledge the support received from the Division of Disease Surveillance and Response (DDSR) of the Kenya Ministry of Public Health and Sanitation (MoPHS), staff in the field and data room at KEMRI/CDC and the World Health Organization Regional Office for Africa (WHO/AFRO).
Four factors were considered and included in the matrix: day, season (summer or winter), data-logger code and room code.
Registry eligibility is based on multiple sources of data, including pharmacy records, laboratory data, and outpatient, emergency room, and hospitalization diagnoses of diabetes.
The qualitative approach of this study allowed for a deeper exploration of the themes that were used in the quantitative data, and also gave room for new themes, not covered in the top-down approach of the quantitative studies, to emerge.
Table 3 WER in terms of rooms and microphone distances on the REVERB challenge dev set using single-channel data and MFCC features SIMDATA REALDATA Room 1 Room 2 Room 3 Avg Room 1 Avg Feature Type Near Far Near Far Near Far Near Far Kaldi baseline MFCC ML 10.96 12.56 15.70 34.21 19.61 39.24 22.05 48.53 47.37 47.95 derev.
Italicized data were the best systems in each condition Table 4 WER on the REVERB challenge dev set using eight-channel data and MFCC features SIMDATA REALDATA Room 1 Room 2 Room 3 Avg Room 1 Avg Feature Type Near Far Near Far Near Far Near Far CSP+BF+derev.
The poorer results on real rooms may be because that the DNNs are trained from simulated room data and hence do not generalise well on real room due to mismatch in distortion characteristics.
From the integrated intensity data the lattice parameters and room temperature Debye-Waller factors of β-NiAl were determined.
Currently, the startup has property and room data in 24 markets but hopes to use the funding for further international expansion.
