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M. Rantalainen

11 papers hereh-index 327.1k citations101 works total

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

author position
  • middle author2
  • last author7

Across the 9 of 11 papers where every author was matched, so the position is known.

fields
  • eess.IV6
  • cs.CV3
  • q-bio.GN1
  • q-bio.QM1
same name
  • M. Rantalainen — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192024
most citedTranscriptome-wide prediction of prostate cancer gene expression from histopathology images using co-expression based convolutional neural networks

31 citations · 95 across the 11 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

q-bio.QM2023★ 3 cited

Physical Color Calibration of Digital Pathology Scanners for Robust Artificial Intelligence Assisted Cancer Diagnosis

Xiaoyi Ji, Richard Salmon, Nita Mulliqi +14

The potential of artificial intelligence (AI) in digital pathology is limited by technical inconsistencies in the production of whole slide images (WSIs), leading to degraded AI pe…

eess.IV2023★ 23 cited

The ACROBAT 2022 Challenge: Automatic Registration Of Breast Cancer Tissue

Philippe Weitz, Masi Valkonen, Leslie Solorzano +38

The alignment of tissue between histopathological whole-slide-images (WSI) is crucial for research and clinical applications. Advances in computing, deep learning, and availability…

cs.CV2023★ 1 cited

Increasing the usefulness of already existing annotations through WSI registration

Philippe Weitz, Viktoria Sartor, Balazs Acs +4

Computational pathology methods have the potential to improve access to precision medicine, as well as the reproducibility and accuracy of pathological diagnoses. Particularly the…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.