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M. Mazurowski

21 papers hereh-index 389.2k citations161 works total

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

author position
  • sole author1
  • first author1
  • middle author6
  • last author13

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

fields
  • eess.IV12
  • cs.CV7
  • cs.AI1
  • cs.CY1
same name
  • M. Mazurowski — 39 papers, h 14

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
20172023
most citedA systematic study of the class imbalance problem in convolutional neural networks

3.1k citations · 4k across the 20 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.CY2021★ 9 cited

Do We Expect More from Radiology AI than from Radiologists?

Maciej A. Mazurowski

What we expect from radiology AI algorithms will shape the selection and implementation of AI in the radiologic practice. In this paper I consider prevailing expectations of AI and…

cs.AI2021★ 1 cited

Multi-Label Annotation of Chest Abdomen Pelvis Computed Tomography Text Reports Using Deep Learning

Vincent M. D'Anniballe, Fakrul Islam Tushar, Khrystyna Faryna +4

Purpose: To develop high throughput multi-label annotators for body (chest, abdomen, and pelvis) Computed Tomography (CT) reports that can be applied across a variety of abnormalit…

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