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researcher

Adrián Colomer

21 papers hereh-index 201.8k citations87 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author20

Across the 20 of 21 papers where every author was matched, so the position is known.

fields
  • eess.IV12
  • cs.CV6
  • cs.HC1
  • cs.LG1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedGoing Deeper through the Gleason Scoring Scale: An Automatic end-to-end System for Histology Prostate Grading and Cribriform Pattern Detection

170 citations · 310 across the 19 of their papers we have counts for

collaborators
Showing 2024Show all

3 papers · 1 filter

cs.CV2024

Foundation Models for Slide-level Cancer Subtyping in Digital Pathology

Pablo Meseguer, Rocío del Amor, Adrian Colomer +1

Since the emergence of the ImageNet dataset, the pretraining and fine-tuning approach has become widely adopted in computer vision due to the ability of ImageNet-pretrained models…

cs.CV2024

Siamese Content-based Search Engine for a More Transparent Skin and Breast Cancer Diagnosis through Histological Imaging

Zahra Tabatabaei, Adrián Colomer, JAvier Oliver Moll +1

Computer Aid Diagnosis (CAD) has developed digital pathology with Deep Learning (DL)-based tools to assist pathologists in decision-making. Content-Based Histopathological Image Re…

cs.CV2024

Attention to detail: inter-resolution knowledge distillation

Rocío del Amor, Julio Silva-Rodríguez, Adrián Colomer +1

The development of computer vision solutions for gigapixel images in digital pathology is hampered by significant computational limitations due to the large size of whole slide ima…

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