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Taro Makino

10 papers hereh-index 5236 citations18 works total

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

author position
  • first author3
  • middle author6

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.CV2
  • eess.IV2
  • cs.AI1
  • q-fin.ST1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedGenerative multitask learning mitigates target-causing confounding

3 citations · 8 across the 10 of their papers we have counts for

collaborators
Showing eess.IVShow all

2 papers · 1 filter

eess.IV2020★ 2 cited

Differences between human and machine perception in medical diagnosis

Taro Makino, Stanislaw Jastrzebski, Witold Oleszkiewicz +18

Deep neural networks (DNNs) show promise in image-based medical diagnosis, but cannot be fully trusted since their performance can be severely degraded by dataset shifts to which h…

eess.IV2020★ 2 cited

Reducing false-positive biopsies with deep neural networks that utilize local and global information in screening mammograms

Nan Wu, Zhe Huang, Yiqiu Shen +8

Breast cancer is the most common cancer in women, and hundreds of thousands of unnecessary biopsies are done around the world at a tremendous cost. It is crucial to reduce the rate…

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