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researcher

M. Stumpe

10 papers hereh-index 11836 citations31 works total

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

author position
  • middle author5
  • last author3

Across the 8 of 10 papers where every author was matched, so the position is known.

fields
  • cs.CV7
  • cs.AI1
  • eess.IV1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20192024
most citedDeep neural networks can predict mortality from 12-lead electrocardiogram voltage data

322 citations · 619 across the 10 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

cs.AI2023★ 12 cited

Large Language Models with Retrieval-Augmented Generation for Zero-Shot Disease Phenotyping

Will E. Thompson, David M. Vidmar, Jessica K. De Freitas +9

Identifying disease phenotypes from electronic health records (EHRs) is critical for numerous secondary uses. Manually encoding physician knowledge into rules is particularly chall…

cs.CV2023

Development and Validation of a Deep Learning-Based Microsatellite Instability Predictor from Prostate Cancer Whole-Slide Images

Qiyuan Hu, Abbas A. Rizvi, Geoffery Schau +13

Microsatellite instability-high (MSI-H) is a tumor agnostic biomarker for immune checkpoint inhibitor therapy. However, MSI status is not routinely tested in prostate cancer, in pa…

cs.CV2023

Prediction of MET Overexpression in Non-Small Cell Lung Adenocarcinomas from Hematoxylin and Eosin Images

Kshitij Ingale, Sun Hae Hong, Josh S. K. Bell +8

MET protein overexpression is a targetable event in non-small cell lung cancer (NSCLC) and is the subject of active drug development. Challenges in identifying patients for these t…

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