Data · dataset · 2024
BioPhotonics Signal Analysis: Phase-derived features for microparticles and nanoparticles identification
Listed in INESC TEC Research Data Repository
Optical Fiber Tweezers (OFT) can be used to study manifestations of light-matter interactions and deduce properties of micron-sized bioparticles trapped within its laser beam center.
Description
For this purpose, an innovative approach was previously co-invented on our group named iLoF - intelligent Lab on Fiber, based on optical signal processing obtained from an OFT system with very relevant results. In this project, the phase component of the biophotonic signals acquired is studied for particle type discrimination [1].
This record contains the main 5 independent functions used in the biophotonic signal processing pipeline applied: Filtering, Pre-Processing and calculation of three distinct representations of phase spectrum (DFT phase, Hilbert Instantaneous Phase and Hilbert Phase Slope). This pipeline is followed by the computation of 8 phase spectrum-derived statistical features and the first 40 Phase-Transform coefficients obtained from back-scattering signals, that are then used to detect and discriminate particles under optical trapping phenomenon.
Links
Get the data
- Filter rdm.inesctec.pt/dataset/110f3bd2-a27d-49cd-9dda-f8dbd83922a2/resource/b128a774… ↗
download · from rdm inesctec pt
- Pre-Processing rdm.inesctec.pt/dataset/110f3bd2-a27d-49cd-9dda-f8dbd83922a2/resource/2c4ffa67… ↗
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- Discrete Fourier Transform rdm.inesctec.pt/dataset/110f3bd2-a27d-49cd-9dda-f8dbd83922a2/resource/247da296… ↗
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- Hilbert Transform rdm.inesctec.pt/dataset/110f3bd2-a27d-49cd-9dda-f8dbd83922a2/resource/79892865… ↗
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- Hilbert Phase Slope rdm.inesctec.pt/dataset/110f3bd2-a27d-49cd-9dda-f8dbd83922a2/resource/5c024578… ↗
download · from rdm inesctec pt
- Phase-based feature extraction rdm.inesctec.pt/dataset/110f3bd2-a27d-49cd-9dda-f8dbd83922a2/resource/2f83611a… ↗
download · from rdm inesctec pt
- ReadMe rdm.inesctec.pt/dataset/110f3bd2-a27d-49cd-9dda-f8dbd83922a2/resource/f52d24e9… ↗
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- Download all files rdm.inesctec.pt/dataset/110f3bd2-a27d-49cd-9dda-f8dbd83922a2/resource/d98352b0… ↗
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Where it is published
- INESC TEC Research Data Repository dataset page rdm.inesctec.pt/dataset/nis-2024-002 ↗
landing page · from rdm inesctec pt
Catalogue records · 1
- CKAN API rdm.inesctec.pt/api/3/action/package_show?id=110f3bd2-a27d-49cd-9dda-f8dbd8392… ↗
metadata API · from rdm inesctec pt
Topics
- Stated by source
- NIS: Networked Intelligent Systems
- From keywords
- Computer Science & AI · Engineering
- Inferred from text
- Density functional theory 65%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| INESC TEC Research Data Repository | 110f3bd2-a27d-49cd-9dda-f8dbd83922a2 | 5 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| concepts[field].local:field:engineering | mapping · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| concepts[method].local:method:dft | enrichment · rdm inesctec pt | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[topic].ckan_group:rdm_inesctec_pt:nis-networked-intelligent-systems | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| created_date | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| description | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | /notes |
| license_text | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| publication_date | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| title | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | /title |
| updated_date | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 |