ArticleScanning2022
Unsupervised Hyperspectral Microscopic Image Segmentation Using Deep Embedded Clustering Algorithm.
Article in Scanning, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It has been retracted, and should not be counted. Cited by 8 papers.
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.
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.
Who cites it
8 citing papers in PubMed.
- Electrolyte-Gated Transistor Array (20 × 20) with Low-Programming Interference Based on Coplanar Gate Structure for Unsupervised Learning.Small science · 2024Article
- Retracted: Unsupervised Hyperspectral Microscopic Image Segmentation Using Deep Embedded Clustering Algorithm.Scanning · 2023Article
- A method of water resources accounting based on deep clustering and attention mechanism under the background of integration of public health data and environmental economy.PeerJ. Computer science · 2023Article
- Unsupervised segmentation of biomedical hyperspectral image data: tackling high dimensionality with convolutional autoencoders.Biomedical optics express · 2022Article
- Study on the Cytotoxic Microstructure of Titanium Dioxide Nanoparticles by X-Ray Phase-Contrast CT Imaging.Contrast media & molecular imaging · 2022Article
- The intervention effect of mental health knowledge integrated into ideological and political teaching on college students' employment and entrepreneurship mentality.Frontiers in psychology · 2022Article
- Digital Transformation and Firm Performance in the Context of Sustainability: Mediating Effects Based on Behavioral Integration.Journal of environmental and public health · 2022Article
- Impact Sound Insulation Performance Testing of Nano-Inorganic Composite Floor Slabs for Green Buildings.International journal of analytical chemistry · 2022Article
Corrections and comments
- Retraction · 2023-06-21Concerns/Issues about Data · Concerns/Issues about Referencing/Attributions · Concerns/Issues about Peer Review · Investigation by Journal/Publisher · Investigation by Third Party · Unreliable Results and/or Conclusions ·
- Retracted
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Hyperspectral microscopy in biology and minerals, unsupervised deep learning neural network denoising SRS photos: hyperspectral resolution enhancement and denoising one hyperspectral picture is enough to teach unsupervised method. An intuitive chemical species map for a lithium ore sample is produced using
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.