A morphology-guided ViT-CNN approach for the detection of lung and colon cancer using H&E-stained biopsy images.
The accurate categorisation of histopathological images is crucial for the reliable identification of morphologically similar cancers, including lung and colon cancer. Future work will explore multimodal integration and foundation model pre-training to further enhance its applicability to precision oncology.
The accurate categorisation of histopathological images is crucial for the reliable identification of morphologically similar cancers, including lung and colon cancer. Future work will explore multimodal integration and foundation model pre-training to further enhance its applicability to precision oncology.
What the study was
- Study design
- Validation study
- Category
- Genomics/Precision Medicine
- Maturity
- Validated
- Journal
- Revista espanola de patologia : publicacion oficial de la Sociedad Espanola de Anatomia Patologica y de la Sociedad Espanola de Citologia
Why it surfaced
Relevant Precision oncology and genomic medicine study (promising preliminary signal) meets standard-priority threshold.
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