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Mastectomy is the medical term for the surgical removal of one or both breasts, partially or completely. A mastectomy is usually carried out to treat breast cancer. In some cases, women believed to be at high risk of breast cancer choose to have the operation as a preventive measure. Alternatively, some women can choose to have a wide local excision…
The analysis highlights History and Art as prominent areas in the source structure around Mastectomy.
Source areas are shown by the number of related topics found in each part of the analysis. Use smaller areas too: they can reveal specialized angles and content gaps.
Smaller areas are not necessarily less important. They contain fewer connections in this analysis and can be useful for finding specialized angles or coverage gaps.
High-confidence facts extracted from structured source data. Use them as anchors for further research.
Browse the complete topic structure, not only the most central items. Less prominent entities and concepts can reveal missing angles, specialized context and useful research gaps. Each item opens a new analysis centered on that subject.
Deeper signals for content research, entity SEO and topical coverage. The plain-language headings explain what each technical view is useful for.
The extracted context around Mastectomy shows recurring relationship patterns in the source. For example, Mastectomy → Anne Peled, April, As, Because, BRCA1, BRCA2, Breast, Dr, Extended, First, For, Frequently, Halsted, However, In, It, Modified, Nipple-sparing, People, Prophylactic Another extracted example is Mastectomy → Ambrose Pare, Another, Breast, Despite, German, In, Later, Leonides, Other, Paris, While, William Fabry. Use these groups to spot repeated connection types before inspecting the individual relationships.
Use these terms to understand the vocabulary surrounding the topic, not as a checklist for keyword stuffing.
breast cancer surgery also mastectomies removed may procedure tissue people women lymph lumpectomy tumor medical chest surgical risk rate nodes
TTTA extracted 98 structured relationships around Mastectomy. Examples in this analysis include Mastectomy → ICD-9-CM → 85.4 and Mastectomy → MedlinePlus → 002919. The table shows each extracted connection, where it came from and its confidence.
| Subject | Predicate | Object | Confidence | Src |
|---|---|---|---|---|
| Mastectomy | ICD-9-CM | 85.4 | 1.00 | infobox |
| Mastectomy | MedlinePlus | 002919 | 1.00 | infobox |
| Mastectomy | MeSH | D008408 | 1.00 | infobox |
| Mastectomy | is a | medical term for the surgical removal of one or both breasts | 0.90 | text |
| scleroderma | instance of | re-excisions has not completely removed the cancerwomen with certain serious connective tissue diseases | 0.80 | text |
| which make them especially sensitive to the side effects of radiation therapypregnant women who would require radiation while still pregnant | instance of | re-excisions has not completely removed the cancerwomen with certain serious connective tissue diseases | 0.80 | text |
| lymphedema | instance of | additional side effects | 0.80 | text |
| the size | instance of | depends on factors | 0.80 | text |
| location | instance of | depends on factors | 0.80 | text |
| and behavior of the tumor | instance of | depends on factors | 0.80 | text |
| Mastectomy | has effect | Aside | 0.60 | section |
| Mastectomy | has effect | If | 0.60 | section |
The concept neighborhoods around Mastectomy bring nearby vocabulary together. In this analysis, examples include Breast, Cancer and People. Use the clusters to find adjacent concepts and terminology that may deserve separate research.
For Mastectomy, one of the stronger structural bridges in this analysis connects Mastectomy with Types. Bridges highlight paths between different parts of the map and can reveal research angles that are easy to miss in a flat list.
TTTA analyzes the structure around Mastectomy to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as History & Art, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.
Source: Wikipedia — Mastectomy · EN edition · Analysis: TopicsToTalkAbout