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Medicine — Guiding machine vision with hyperspectral images

Institutional, commercial or web source

Original publication

Recorded summary

Reference associated with Hyperspectral Imaging via Smartphone.

Recorded limitations

Documentary source retained; publication status and claims await appraisal.

Evidence and provenance

Chapter Trust Factor uses a minimum of three distinct qualifying studies. Publication records retain their own evidence and assessment.

Study design and assessment
design
Institutional, commercial or web source
assessment
Not recorded
trust Factor
scope
Paper
status
unassessed
score
Not recorded
basis
Bibliographic identity checks do not establish study design, blinding or evidential strength.
jadad
status
unassessed
score
Not recorded
evidence
Not recorded
Topics and recorded topic scores
  1. key
    general:optical-physiology
    title
    Optical Physiology and Tissue Imaging
    collection
    general
    trust Score
    Not recorded
Citation snapshot and identifiers
id
hsi-33a52b5cee68bb
doi
Not recorded
pmid
Not recorded
citation Snapshot
Not recorded
citations By Collection
general
Not recorded
Complete approved library record
id
hsi-33a52b5cee68bb
aliases
None recorded
source References
  1. ref
    NPL-222
    record Id
    hsi-33a52b5cee68bb
    source Type
    Institutional, commercial or web source
    title
    Medicine — Guiding machine vision with hyperspectral images
    authors
    Not recorded
    year
    Not recorded
    journal
    Not recorded
    doi
    Not recorded
    pmid
    Not recorded
    pmcid
    Not recorded
    patent Number
    Not recorded
    original Assignee
    Not recorded
    original Citation
    Hitspectra Intelligent Technology Co., Ltd. (Kaohsiung, Taiwan). "Medicine — Guiding machine vision with hyperspectral images." hitspectra.com/en/application.php?CNo=1 — Commercial HSI integration with standard medical lenses: dermatoscope (85% accuracy for skin pigment and haemoglobin abnormalities), ophthalmoscope (fundus layer analysis for retinal disease, glaucoma, optic nerve pathology), odontoscope (oral cancer staging, accuracy expected to reach 99.9%); SAVE HSI engine expanding 400+ analysable spectral channels from a single pixel of standard camera input; AI-assisted pathological image analysis; non-invasive disease identification without biopsy. All applications target tissue morphology via specialised medical lens hardware — not gene expression, not consumer smartphone cameras, not mental health
    original Section
    Hyperspectral Imaging via Smartphone
    metadata Status
    documentary-source
    claim Review
    Not independently appraised
    source URL
    https://www.notion.so/3807b9c99c5680599be7d8337c817b15
    publication URL
    http://hitspectra.com/en/application.php?CNo=1
    metadata URL
    Not recorded
    corrections

    Institutional, product or web reference; no journal-publication identity is asserted.

    topic Id
    optical-physiology
    role
    Focused chapter source
source Type
Institutional, commercial or web source
source Verification
Documentary source retained; publication status and claims await appraisal.
source Collection
Hyperspectral Imaging · patent section 2.4
title
Medicine — Guiding machine vision with hyperspectral images
journal
neurotransmitters
None recorded
year
Not recorded
authors
design
Institutional, commercial or web source
kind
Institutional, commercial or web source
identity Conflict
Not recorded
doi
Not recorded
pmid
Not recorded
urls

http://hitspectra.com/en/application.php?CNo=1

collections

general

categories

Hyperspectral Imaging

targets
None recorded
priority
1
quotes
None recorded
summary
Reference associated with Hyperspectral Imaging via Smartphone.
limitation
Documentary source retained; publication status and claims await appraisal.
citation Count
Not recorded
paper Trust Assessment
scope
Paper
status
unassessed
score
Not recorded
basis
Bibliographic identity checks do not establish study design, blinding or evidential strength.
citations By Collection
general
Not recorded
topics
  1. key
    general:optical-physiology
    title
    Optical Physiology and Tissue Imaging
    collection
    general
    trust Score
    Not recorded
journal Key
journal Label
chapter Entries
  1. id
    general-optical-physiology-hsi-33a52b5cee68bb
    record Id
    hsi-33a52b5cee68bb
    title
    Medicine — Guiding machine vision with hyperspectral images
    journal
    year
    Not recorded
    authors
    design
    Institutional, commercial or web source
    urls

    http://hitspectra.com/en/application.php?CNo=1

    quotes
    None recorded
    summary
    Reference associated with Hyperspectral Imaging via Smartphone.
    related Versions
    None recorded
    limitation
    Documentary source retained; publication status and claims await appraisal.
    citation Count
    Not recorded
    source Pages
    None recorded
    doi
    Not recorded
    pmid
    Not recorded
    targets
    None recorded
    categories

    Hyperspectral Imaging

    source References
    1. ref
      NPL-222
      record Id
      hsi-33a52b5cee68bb
      source Type
      Institutional, commercial or web source
      title
      Medicine — Guiding machine vision with hyperspectral images
      authors
      Not recorded
      year
      Not recorded
      journal
      Not recorded
      doi
      Not recorded
      pmid
      Not recorded
      pmcid
      Not recorded
      patent Number
      Not recorded
      original Assignee
      Not recorded
      original Citation
      Hitspectra Intelligent Technology Co., Ltd. (Kaohsiung, Taiwan). "Medicine — Guiding machine vision with hyperspectral images." hitspectra.com/en/application.php?CNo=1 — Commercial HSI integration with standard medical lenses: dermatoscope (85% accuracy for skin pigment and haemoglobin abnormalities), ophthalmoscope (fundus layer analysis for retinal disease, glaucoma, optic nerve pathology), odontoscope (oral cancer staging, accuracy expected to reach 99.9%); SAVE HSI engine expanding 400+ analysable spectral channels from a single pixel of standard camera input; AI-assisted pathological image analysis; non-invasive disease identification without biopsy. All applications target tissue morphology via specialised medical lens hardware — not gene expression, not consumer smartphone cameras, not mental health
      original Section
      Hyperspectral Imaging via Smartphone
      metadata Status
      documentary-source
      claim Review
      Not independently appraised
      source URL
      https://www.notion.so/3807b9c99c5680599be7d8337c817b15
      publication URL
      http://hitspectra.com/en/application.php?CNo=1
      metadata URL
      Not recorded
      corrections

      Institutional, product or web reference; no journal-publication identity is asserted.

      topic Id
      optical-physiology
      role
      Focused chapter source
    source Type
    Institutional, commercial or web source
    source Verification
    Documentary source retained; publication status and claims await appraisal.
    collection
    general
    chapter Number
    11
    topic Id
    optical-physiology
    topic Title
    Optical Physiology and Tissue Imaging
    trust Score
    Not recorded
    paper Trust Assessment
    scope
    Paper
    status
    unassessed
    score
    Not recorded
    basis
    Bibliographic identity checks do not establish study design, blinding or evidential strength.
jadad
status
unassessed
score
Not recorded
condition Evidence
None recorded
conditions
None recorded
topic Trust Scores
None recorded
full Text
status
not-indexed
retrieval Available
false

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