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researcher

J. Zobolas

6 papers hereh-index 581 citations26 works total

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

author position
  • first author2
  • middle author4

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • math.ST1
  • q-bio.GN1
  • q-bio.MN1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedTutorial on survival modeling with applications to omics data

22 citations · 36 across the 6 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

q-bio.GN2025★ 1 cited

Optimizing Prognostic Biomarker Discovery in Pancreatic Cancer Through Hybrid Ensemble Feature Selection and Multi-Omics Data

John Zobolas, Anne-Marie George, Alberto López +3

Prediction of patient survival using high-dimensional multi-omics data requires systematic feature selection methods that ensure predictive performance, sparsity, and reliability f…

stat.ML2025

Reduction Techniques for Survival Analysis

Johannes Piller, Léa Orsini, Simon Wiegrebe +6

In this work, we discuss what we refer to as reduction techniques for survival analysis, that is, techniques that "reduce" a survival task to a more common regression or classifica…

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