Evidence map›Paper›PMID 40807808›Full record

ArticleSensors (Basel, Switzerland)2025

Denoising Algorithm for High-Resolution and Large-Range Phase-Sensitive SPR Imaging Based on PFA.

Zihang Pu, Xuelin Wang, Wanwan Chen, Zhexian Liu, Peng Wang

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. 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. 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

5 authors.

Zihang PuDepartment of Precision Instrument, Tsinghua University, Beijing 100084, China.
Xuelin WangDepartment of Precision Instrument, Tsinghua University, Beijing 100084, China.
Wanwan ChenDepartment of Precision Instrument, Tsinghua University, Beijing 100084, China.
Zhexian LiuDepartment of Precision Instrument, Tsinghua University, Beijing 100084, China.
Peng WangDepartment of Precision Instrument, Tsinghua University, Beijing 100084, China.

Funding

Beijing Natural Science Foundation L252137
6 · The paper itself

Abstract

Phase-sensitive surface plasmon resonance (SPR) detection is widely employed in molecular dynamics studies and SPR imaging owing to its real-time capability, high sensitivity, and compatibility with imaging systems. A key research objective is to achieve higher measurement resolution of refractive index under optimal dynamic range conditions. We present an enhanced SPR phase imaging system combining a quad-polarization filter array for phase differential detection with a novel polarization pair, block matching, and 4D filtering (PPBM4D) algorithm to extend the dynamic range and enhance resolution. By extending the BM3D framework, PPBM4D leverages inter-polarization correlations to generate virtual measurements for each channel in the quad-polarization filter, enabling more effective noise suppression through collaborative filtering. The algorithm demonstrates 57% instrumental noise reduction and achieves 1.51 × 10

Indexed as

BM3Ddenoising algorithmphase-sensitive SPRpolarization filter arraySPR imaging

Identifiers

PMID40807808
PMCPMC12349586

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.