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researcher

Varun Buch

7 papers hereh-index 121.3k citations20 works total

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

author position
  • first author1
  • middle author6

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • eess.IV5
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20192021
most citedDeep Metric Learning-based Image Retrieval System for Chest Radiograph and its Clinical Applications in COVID-19

86 citations · 101 across the 5 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2021★ 4 cited

Development and Validation of a Deep Learning Model for Prediction of Severe Outcomes in Suspected COVID-19 Infection

Varun Buch, Aoxiao Zhong, Xiang Li +8

COVID-19 patient triaging with predictive outcome of the patients upon first present to emergency department (ED) is crucial for improving patient prognosis, as well as better hosp…

cs.LG2019★ 1 cited

Semi-Supervised Natural Language Approach for Fine-Grained Classification of Medical Reports

Neil Deshmukh, Selin Gumustop, Romane Gauriau +6

Although machine learning has become a powerful tool to augment doctors in clinical analysis, the immense amount of labeled data that is necessary to train supervised learning appr…

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