Publication2021
LeukoX: Leukocyte Classification Using Least Entropy Combiner (LEC) for Ensemble Learning
The record
- Type
- Publication
- Date
- 1 August 2021
- Level
- National
- Journal
- IEEE Transactions on Circuits and Systems II Express Briefs
- Volume
- 68
- Issue
- 8
- Pages
- 2977-2981
- Published
- 1 August 2021
- DOI
- 10.1109/tcsii.2021.3064389
- Scopus ID
- 85102617679
- ISSN
- 15497747
- Authors
- 3
- Open access
- No
- Citations
- 19
- 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
3.3 End the epidemics of AIDS, tuberculosis, malaria, neglected tropical diseases, hepatitis and water-borne diseases
Ensemble deep neural network with least entropy combiner achieves 96.67% accuracy for white blood cell classification, enabling automated hematological diagnosis.
- 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
Ensemble learning methodology using DenseNet121, ResNet50, and custom CNN for medical image classification advances diagnostic AI innovation.
- Produced by
- claude-haiku-4-5-20251001, under kortex-publication-v1
Viksit Bharat @2047
vb-1.2 Health and well-being
Automated blood cell classification for disease diagnosis and monitoring supports rapid pathology assessment and health outcomes.
- 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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- Source rows resolved into this record
- 1
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Citing this record
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KIIT Deemed to be University. “LeukoX: Leukocyte Classification Using Least Entropy Combiner (LEC) for Ensemble Learning”. Kortex.