Evidence map›Paper›PMID 34065190›Full record

ArticleSensors (Basel, Switzerland)2021

Sensing Optimum in the Raw: Leveraging the Raw-Data Imaging Capabilities of Raspberry Pi for Diagnostics Applications.

Alessandro Tonelli, Veronica Mangia, Alessandro Candiani, Francesco Pasquali, Tiziana Jessica Mangiaracina, Alessandro Grazioli, Michele Sozzi, Davide Gorni, Simona Bussolati, Annamaria Cucinotta and 2 more

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. TelePi: an affordable telepathology microscope camera system anyone can build and use.Virchows Archiv : an international journal of pathology · 2024
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Alessandro TonelliDNAPhone S.R.L., Viale Mentana 150, 43121 Parma, Italy.
Veronica MangiaDNAPhone S.R.L., Viale Mentana 150, 43121 Parma, Italy.
Alessandro CandianiDNAPhone S.R.L., Viale Mentana 150, 43121 Parma, Italy.
Francesco PasqualiDNAPhone S.R.L., Viale Mentana 150, 43121 Parma, Italy.ORCID 0000-0002-0440-9407
Tiziana Jessica MangiaracinaDNAPhone S.R.L., Viale Mentana 150, 43121 Parma, Italy.
Alessandro GrazioliDNAPhone S.R.L., Viale Mentana 150, 43121 Parma, Italy.
Michele SozziDNAPhone S.R.L., Viale Mentana 150, 43121 Parma, Italy.
Davide GorniH&D S.R.L., Strada Langhirano 264/1a, 43124 Parma, Italy.ORCID 0000-0002-2429-9110
Simona BussolatiDipartimento di Scienze Medico-Veterinarie, Via del Taglio 10, 43126 Parma, Italy.
Annamaria CucinottaDipartimento di Ingegneria e Architettura, University of Parma, Parco Area delle Scienze, 181/A, 43124 Parma, Italy.
Giuseppina BasiniDipartimento di Scienze Medico-Veterinarie, Via del Taglio 10, 43126 Parma, Italy.ORCID 0000-0003-1571-7023
Stefano SelleriDipartimento di Ingegneria e Architettura, University of Parma, Parco Area delle Scienze, 181/A, 43124 Parma, Italy.ORCID 0000-0001-8026-0846

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Single-board computers (SBCs) and microcontroller boards (MCBs) are extensively used nowadays as prototyping platforms to accomplish innovative tasks. Very recently, implementations of these devices for diagnostics applications are rapidly gaining ground for research and educational purposes. Among the available solutions, Raspberry Pi represents one of the most used SBCs. In the present work, two setups based on Raspberry Pi and its CMOS-based camera (a 3D-printed device and an adaptation of a commercial product named We-Lab) were investigated as diagnostic instruments. Different camera elaboration processes were investigated, showing how direct access to the 10-bit raw data acquired from the sensor before downstream imaging processes could be beneficial for photometric applications. The developed solution was successfully applied to the evaluation of the oxidative stress using two commercial kits (d-ROM Fast; PAT). We suggest the analysis of raw data applied to SBC and MCB platforms in order to improve results.

Indexed as

CMOSd-ROM Fasthorse bloodimagingoxidative stressPATphotometric analysisRaspberry Piraw data

Identifiers

PMID34065190
PMCPMC8160707

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.