[Medical ML] Transfer Learning and Domain Adaptation: Bridging the Data Gap in Medical Imaging AI

Part of the Medical ML Research Series: Machine Learning for Medical Diagnosis in Ukrainian Healthcare. Published on Stabilarity Research Hub.

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-12
DOI
https://doi.org/10.5281/zenodo.18615998
Primary Topic
Machine Learning in Healthcare
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

[Medical ML] Transfer Learning and Domain Adaptation: Bridging the Data Gap in Medical Imaging AI

Oleh Ivchenko
Zenodo (CERN European Organization for Nuclear Research)
Machine Learning in Healthcare
article

[Medical ML] Transfer Learning and Domain Adaptation: Bridging the Data Gap in Medical Imaging AI

Oleh Ivchenko
article en

Abstract

Part of the Medical ML Research Series: Machine Learning for Medical Diagnosis in Ukrainian Healthcare. Published on Stabilarity Research Hub.

Zenodo (CERN European Organization for Nuclear Research)
Odessa National Polytechnic University (UA)
Openalex Percentile: Top 59%
Machine Learning in Healthcare
DOIOpen Access PDFOpenAlex
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

[Medical ML] Transfer Learning and Domain Adaptation: Bridging the Data Gap in Medical Imaging AI — Oleh Ivchenko · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS