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Alexandr A Kalinin

Broad Institute of MIT and Harvard

12 papers hereh-index 196.4k citations33 works total

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

author position
  • first author1
  • middle author6
  • last author3

Across the 10 of 12 papers where every author was matched, so the position is known.

fields
  • cs.CV7
  • eess.IV3
  • q-bio.OT1
  • q-bio.QM1
affiliations
  • Broad Institute of MIT and Harvard
HomepageORCID 0000-0003-4563-3226

identity via Semantic Scholar / OpenAlex

activity
20172021
most citedAlbumentations: fast and flexible image augmentations

2.3k citations · 5.9k across the 11 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

q-bio.OT2021★ 47 cited

Ten Quick Tips for Deep Learning in Biology

Benjamin D. Lee, Anthony Gitter, Casey S. Greene +17

Machine learning is a modern approach to problem-solving and task automation. In particular, machine learning is concerned with the development and applications of algorithms that…

eess.IV2021★ 100 cited

3D Convolutional Neural Networks for Stalled Brain Capillary Detection

Roman Solovyev, Alexandr A. Kalinin, Tatiana Gabruseva

Adequate blood supply is critical for normal brain function. Brain vasculature dysfunctions such as stalled blood flow in cerebral capillaries are associated with cognitive decline…

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