Anomaly Detection

[mboerrigter]

@AIMLawg Project focused on analyzing radiation and other telemetry data from the ISS.

[alavia]

Could you please share the project details?

[rtscott2001]

Some of the details can be found in the AIML AWG Member Hub: https://awg.osdr.space/g/AIMLawg

Obviously @mboerrigter would be the best to connect with

Have you seen the new Viz tools?

New Visualization Apps Released (EDA, RadLab, Multi-Study Viz)

Content is from this news release. Multi-Study Visualization Platform The Multi-Study Visualization Platform provides the capability to visualize multiple RNA sequencing datasets at the same time. Users can search through all datasets on OSDR and filter datasets by experimental factor, assay technology type, organism, and tissue type, and can also view all datasets that contain processed data for visualization. After selecting multiple RNA sequencing datasets for combining, users have the optio…

[lauren.sanders]

A few ideas from today’s AI/ML AWG meeting:

Relevant papers:

Global transcriptomic analysis suggests carbon dioxide as an environmental stressor in spaceflight: A systems biology GeneLab case study | Scientific Reports

• Paper published a few years ago, looking at CO2 levels and potential molecular signatures using data in OSDR

A166.full.pdf

Additional metadata to capture:

• the number of individuals in the station
• pressure is another factor that will affect CO2
• whenever there is docking, the transporter brings it’s own CO2 and O2 level, so another factor to look at
• The frequency of cargo/crew capsules (for all connected modules/programs) and EVA
• Or look for VO2 and tidal measurements from ground/space of each astronauts (NASA only)
• Also significant CO2 production from hydroponics. Pre-breath protocols before and after EVAs probably the highest CO2 from human sources.

[svcostes]

In case you don’t see the paper, here is an interesting graph from it: