Laura Valeria Perez-Herrera

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Computer Vision (1)Scientific Discovery & Drug Design (1)

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M. J. García-González (1)Karen López-Linares (1)

Papers (1)

Apr 23, 2026

Laura Valeria Perez-Herrera +2Apr 23, 2026

Attention-based multiple instance learning for predominant growth pattern prediction in lung adenocarcinoma wsi using foundation models

Skip the pixel-perfect annotations: attention-based MIL with pathology foundation models can predict lung cancer growth patterns from whole slide images with surprisingly high accuracy.

Laura Valeria Perez-Herrera, M. J. García-González, Karen López-Linares

Architecture Design (Transformers, SSMs, MoE)Computer Vision Scientific Discovery & Drug Design

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Laura Valeria Perez-Herrera

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)