Publication2025
BT-GANformer: A generative ensemble transformer mechanism for brain tumor segmentation and classification
- Good Health and Well-being
- Industry, Innovation and Infrastructure
- Empowered Indians
The record
- Type
- Publication
- Date
- 31 August 2025
- Level
- National
- Journal
- Journal of Applied Research and Technology
- Volume
- 23
- Issue
- 4
- Pages
- 341-349
- Published
- 31 August 2025
- DOI
- 10.22201/icat.24486736e.2025.23.4.2771
- Scopus ID
- 105014749873
- ISSN
- 16656423
- Authors
- 4
- Open access
- Yes
- Citations
- 1
- International co-authorship
- No
- Co-author countries
- IN
Classification
Every label below carries the reasoning it was assigned on, the confidence band it was assigned in, and what produced it. The rubric is published.
UN Sustainable Development Goals
3 Ensure healthy lives and promote well-being for all at all ages
BT-GANformer ensemble transformer architecture segments and classifies brain tumors from MRI achieving SOTA performance for early tumor detection.
- High confidence
- The subject matter is a strong and direct inference from the record type, the funding or organising body, or the programme context, even where the title alone is thin. Example: an ICMR-funded project against SDG 3, on the strength of the agency.
- Judged
- Judged against the published classification rubric, under the rubric and prompt versions recorded with the run that produced it.
- Produced by
- claude-haiku-4-5-20251001, under kortex-publication-v1
9.5 Enhance scientific research, upgrade technological capabilities, and increase researchers and R&D spending
Generative ensemble vision transformer architecture research advances deep learning methodology in medical image segmentation.
- Moderate confidence
- The alignment is plausible and defensible but rests on an assumption a reasonable reviewer could decline. Published, and surfaced in the review queue for a human to confirm or override.
- Produced by
- claude-haiku-4-5-20251001, under kortex-publication-v1
Viksit Bharat @2047
vb-1 Empowered Indians
Derived through the seeded SDG-to-Viksit-Bharat crosswalk from the primary SDG 3 label. BT-GANformer ensemble transformer architecture segments and classifies brain tumors from MRI achieving SOTA performance for early tumor detection.
- Produced by
- claude-haiku-4-5-20251001, under kortex-publication-v1
Each label above carries the instrument and the version that produced it. How each classification is reached.
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- 1
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Citing this record
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KIIT Deemed to be University. “BT-GANformer: A generative ensemble transformer mechanism for brain tumor segmentation and classification”. Kortex.