Table · dataset · 2026
Data Sheet 1_Application of individualized localization technology based on multimodal image spatial coordinate mapping in suboccipital retrosigmoid approach surgery.docx
Listed in figshare and Loughborough Research Repository — shown once because both records carry DOI 10.3389/fneur.2026.1803347.s001
Background<p>The suboccipital retrosigmoid approach is classic for cerebellopontine angle lesions, but accurate localization of the transverse sinus (TS), sigmoid sinus (SS), and transverse-sigmoid sinus junction (TSSJ) remains challenging due to anatomical variations.
Description
Traditional landmark-based localization is prone to venous sinus injury, highlighting the need for precise preoperative planning.</p>Objectives<p>To evaluate the efficacy of 3D Slicer-assisted individualized localization technology based on multimodal image spatial coordinate mapping for TS, SS, and TSSJ in suboccipital retrosigmoid surgery, and to assess its value in reducing complications and optimizing surgical outcomes.</p>Methods<p>A retrospective sequential before-and-after cohort analysis included 91 patients (December 2023–October 2025) divided into the experimental group (n = 52, 3D Slicer-aided CT/CTV fusion + 3D reconstruction) and control group (n = 39, traditional 2D imaging + surface landmarks).
Key indicators (keyhole positioning accuracy, venous sinus injury rate, craniotomy time, intraoperative blood loss, postoperative hospital stay) were compared using R 4.5 software.</p>Results<p>Baseline data were balanced between groups (all P > 0.05). The experimental group achieved 100% keyhole positioning accuracy (vs. 76.9% in controls, P < 0.001) and zero venous sinus injury (vs. 10.3% in controls, P = 0.031). Craniotomy time (28.12 ± 3.82 vs. 35.64 ± 5.51 min), intraoperative blood loss (64.81 ± 10.84 vs. 97.74 ± 51.03 ml), and postoperative hospital stay (7.81 ± 1.5 vs. 10.51 ± 5.9 days) were significantly improved in the experimental group (all P < 0.001).
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Learning curve analysis showed experimental group preoperative planning time declined with experience: inflection point at Case 7, 16.0% time reduction (29.29 ± 4.96 to 24.60 ± 4.14 min, P = 0.048), and learning rate 0.095.</p>Conclusions<p>3D Slicer-assisted individualized localization is associated with improved precision of TS-SS complex positioning, reduced venous sinus injury risk, and optimized surgical efficiency.
Its low-cost and user-friendly features correlate with favorable conditions for adoption within primary-hospital settings, showing promising clinical application prospects.</p>
Links
Where it is published
- DOI doi.org/10.3389/fneur.2026.1803347.s001 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Humanities · Humanities · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Neurology and neuromuscular diseases · Neurology and neuromuscular diseases · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science
- Inferred from text
- Computed tomography 50% · Image 75% · Imaging 75%
Provenance · 2 source records, 33 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33973558 | 11 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/33973558 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:320905 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Neurology and Neuromuscular Diseases'] |
| concepts[field].anzsrc:field:320905 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Neurology and Neuromuscular Diseases'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[modality].local:modality:ct | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (50%) |
| concepts[modality].local:modality:image | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:imaging | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |