◍wovepaper
SearchResearchersInstitutions
Sign in
researcher

Valentyn Melnychuk

30 papers hereh-index 14818 citations31 works total

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

author position
  • first author10
  • middle author19

Across the 29 of 30 papers where every author was matched, so the position is known.

fields
  • cs.LG24
  • stat.ML4
  • cs.CV1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedCausal machine learning for predicting treatment outcomes

322 citations · 381 across the 26 of their papers we have counts for

collaborators
Showing cs.CVShow all

1 paper · 1 filter

cs.CV2020

Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels

Valentyn Melnychuk, Evgeniy Faerman, Ilja Manakov +1

Unlabeled data is often abundant in the clinic, making machine learning methods based on semi-supervised learning a good match for this setting. Despite this, they are currently re…

◍wovepaper

Papers, researchers and institutions, woven together.

Explore
  • Search
  • Researchers
  • Institutions
Account
  • Library
  • Chat
Data
  • arXiv.org
  • Semantic Scholar
  • OpenAlex
  • Latest RSS
AboutContactPrivacyDevelopersllms.txtopenapi.json
Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.