Neural circuit policies enabling auditable autonomy

Lechner, Mathias; Hasani, Ramin; Amini, Alexander; Henzinger, Thomas A.; Rus, Daniela; Grosu, Radu

doi:10.1038/s42256-020-00237-3

“…Scientists and data experts will need historical data (from uploaded samples) to train task-specific 361 machine learning (ML) models to assign risk scores to samples. Analytical data store (ADS database 362 ) may be populated with data from the long-term system of record using scheduled batch data uploads.…”

Section: Analytical Data Storementioning

confidence: 99%

Aptamers for Detection and Diagnostics (ADD) is a proposed mobile app acquiring optical data from conjugated quantum nanodots to identify molecules indicating presence of SARS-CoV-2 virus: Why public health and healthcare need smartphone sensors as a platform for early detection and prevention

Datta

¹

2021

Preprint

0

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Proposed SARS-CoV-2 surveillance tool using a mobile app for non-invasive monitoring of humans and animals. Engineering a biomedical device as a low-cost, non-invasive, detection, and diagnostic platform for surveillance of infections in humans, and animals. The system embraces the IoT “digital by design” metaphor by incorporating elements of connectivity, data sharing and (secure) information arbitrage. Using an array of aptamers to bind viral targets may help in detection, diagnostics, and potentially prevention in case of SARS-CoV-2. The ADD tool may become part of a broader platform approach.

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“…Scientists and data experts will need historical data (from uploaded samples) to train task-specific 369 machine learning (ML) models to assign risk scores to samples. Analytical data store (ADS database 370 ) may be populated with data from the long-term system of record using scheduled batch data uploads.…”

Section: Analytical Data Storementioning

confidence: 99%

Aptamers for Detection and Diagnostics (ADD) is a proposed mobile app acquiring optical data from conjugated quantum nanodots to identify molecules indicating presence of SARS-CoV-2 virus: Why public health and healthcare need smartphone sensors as a platform for early detection and prevention

Datta

¹

2021

Preprint

0

View full text Add to dashboard Cite

Proposed SARS-CoV-2 surveillance tool using a mobile app for non-invasive monitoring of humans and animals. Engineering a biomedical device as a low-cost, non-invasive, detection, and diagnostic platform for surveillance of infections in humans, and animals. The system embraces the IoT “digital by design” metaphor by incorporating elements of connectivity, data sharing and (secure) information arbitrage. Using an array of aptamers to bind viral targets may help in detection, diagnostics, and potentially prevention in case of SARS-CoV-2. The ADD tool may become part of a broader platform approach.

show abstract

“…Scientists and data experts will need historical data (from uploaded samples) to train task-specific 360 machine learning (ML) models to assign risk scores to samples. Analytical data store (ADS database 361 ) may be populated with data from the long-term system of record using scheduled batch data uploads.…”

Section: Analytical Data Storementioning

confidence: 99%

Aptamers for Detection and Diagnostics (ADD) is a proposed mobile app acquiring optical data from conjugated quantum nanodots to identify molecules indicating presence of SARS-CoV-2 virus: Why public health and healthcare need smartphone sensors as a platform for early detection and prevention

Datta

¹

2020

Preprint

0

View full text Add to dashboard Cite

Proposed SARS-CoV-2 surveillance tool using a mobile app for non-invasive monitoring of humans and animals. Engineering a biomedical device as a low-cost, non-invasive, detection, and diagnostic platform for surveillance of infections in humans, and animals. The system embraces the IoT “digital by design” metaphor by incorporating elements of connectivity, data sharing and (secure) information arbitrage. Using an array of aptamers to bind viral targets may help in detection, diagnostics, and potentially prevention in case of SARS-CoV-2. The ADD tool may become part of a broader platform approach.

show abstract

Neural circuit policies enabling auditable autonomy

Cited by 153 publications

References 45 publications

Aptamers for Detection and Diagnostics (ADD) is a proposed mobile app acquiring optical data from conjugated quantum nanodots to identify molecules indicating presence of SARS-CoV-2 virus: Why public health and healthcare need smartphone sensors as a platform for early detection and prevention

Aptamers for Detection and Diagnostics (ADD) is a proposed mobile app acquiring optical data from conjugated quantum nanodots to identify molecules indicating presence of SARS-CoV-2 virus: Why public health and healthcare need smartphone sensors as a platform for early detection and prevention

Aptamers for Detection and Diagnostics (ADD) is a proposed mobile app acquiring optical data from conjugated quantum nanodots to identify molecules indicating presence of SARS-CoV-2 virus: Why public health and healthcare need smartphone sensors as a platform for early detection and prevention

Aptamers for Detection and Diagnostics (ADD) is a proposed mobile app acquiring optical data from conjugated quantum nanodots to identify molecules indicating presence of SARS-CoV-2 virus: Why public health and healthcare need smartphone sensors as a platform for early detection and prevention

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