ArticleScientific data2023
HeiPorSPECTRAL - the Heidelberg Porcine HyperSPECTRAL Imaging Dataset of 20 Physiological Organs.
Article in Scientific data, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.
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Who cites it
17 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Medical hyperspectral imaging: an updated review of technology advancements and biomedical applications.Journal of biomedical optics · 2026Pooled it
- Xeno-learning: knowledge transfer across species in deep learning-based spectral image analysis.Nature biomedical engineering · 2026Article
- Hyperspectral imaging for orthopedic surgery: lightweight AI enables real-time bone and cartilage segmentation.Medical & biological engineering & computing · 2026Article
- Neural illumination calibration for surgical workflow-optimized spectral imaging.International journal of computer assisted radiology and surgery · 2026Article
- Hyperspectral imaging dataset for non-destructive fertility and structural evaluation of chicken eggs.Scientific data · 2026Article
- Label tree semantic losses for rich multi-class medical image segmentation.Frontiers in artificial intelligence · 2026Article
- Hyperspectral imaging as an objective diagnostic tool for secondary lymphedema in breast cancer patients.Communications medicine · 2025Article
- Development of a multiparameter phantom system for multispectral imaging.Biomedical optics express · 2025Article
- Hyperspectral Imaging Accurately Detects Renal Malperfusion Due to High Intrarenal Pressure.European urology open science · 2025Article
- A high-speed hyperspectral imaging system and large-scale hyperspectral dataset for abdominal surgical applications.Proceedings of SPIE--the International Society for Optical Engineering · 2025Article
- RGB to hyperspectral: Spectral reconstruction for enhanced surgical imaging.Healthcare technology letters · 2024Article
- Developing a Radiomics Atlas Dataset of normal Abdominal and Pelvic computed Tomography (RADAPT).Journal of imaging informatics in medicine · 2024Article
- Spectral characterization of intraoperative renal perfusion using hyperspectral imaging and artificial intelligence.Scientific reports · 2024Article
- Test-time augmentation with synthetic data addresses distribution shifts in spectral imaging.International journal of computer assisted radiology and surgery · 2024Article
- Multiscale and multimodal imaging for three-dimensional vascular and histomorphological organ structure analysis of the pancreas.Scientific reports · 2024Article
- Effects of endoluminal vacuum sponge therapy on the perfusion of gastric conduit in a porcine model for esophagectomy.Surgical endoscopy · 2024Article
- HeiPorSPECTRAL - the Heidelberg Porcine HyperSPECTRAL Imaging Dataset of 20 Physiological Organs.Scientific data · 2023Article
Corrections and comments
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Authors and funding
18 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Hyperspectral Imaging (HSI) is a relatively new medical imaging modality that exploits an area of diagnostic potential formerly untouched. Although exploratory translational and clinical studies exist, no surgical HSI datasets are openly accessible to the general scientific community. To address this bottleneck, this publication releases HeiPorSPECTRAL ( https://www.heiporspectral.org ; https://doi.org/10.5281/zenodo.7737674 ), the first annotated high-quality standardized surgical HSI dataset. It comprises 5,758 spectral images acquired with the TIVITA
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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.