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researcher

K. Swanson

3 papers here

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • eess.IV1
same name
  • K. Swanson — 3 papers, h 41
  • K. Swanson — 2 papers, h 5
  • K. Swanson — 1 paper, h 2
  • K. Swanson — 1 paper, h 2
  • K. Swanson — 1 paper

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
20232025
most citedKnowledge-Informed Machine Learning for Cancer Diagnosis and Prognosis: A review

6 citations · 7 across the 2 of their papers we have counts for

collaborators

3 papers

eess.IV2025

BrainNormalizer: Anatomy-Informed Pseudo-Healthy Brain Reconstruction from Tumor MRI via Edge-Guided ControlNet

Min Gu Kwak, Yeonju Lee, Hairong Wang +2

Brain tumors induce complex structural deformations that obscure the patient' s original neuroanatomy, making it difficult to distinguish tumor-induced changes from inherent anatom…

cs.LG2024★ 6 cited

Knowledge-Informed Machine Learning for Cancer Diagnosis and Prognosis: A review

Lingchao Mao, Hairong Wang, Leland S. Hu +4

Cancer remains one of the most challenging diseases to treat in the medical field. Machine learning has enabled in-depth analysis of rich multi-omics profiles and medical imaging f…

cs.LG2023★ 1 cited

Quantifying intra-tumoral genetic heterogeneity of glioblastoma toward precision medicine using MRI and a data-inclusive machine learning algorithm

Lujia Wang, Hairong Wang, Fulvio D'Angelo +22

Glioblastoma (GBM) is one of the most aggressive and lethal human cancers. Intra-tumoral genetic heterogeneity poses a significant challenge for treatment. Biopsy is invasive, whic…

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