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researcher

Steven Hicks

13 papers hereh-index 252.8k citations103 works total

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

author position
  • first author2
  • middle author10

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • eess.IV6
  • cs.CV4
  • cs.LG2
  • physics.med-ph1
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identity via Semantic Scholar / OpenAlex

activity
20192025
most citedAssessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge

19 citations · 43 across the 9 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2024

Interplay between Federated Learning and Explainable Artificial Intelligence: a Scoping Review

Luis M. Lopez-Ramos, Florian Leiser, Aditya Rastogi +6

The joint implementation of federated learning (FL) and explainable artificial intelligence (XAI) could allow training models from distributed data and explaining their inner worki…

cs.LG2019

Machine Learning-Based Analysis of Sperm Videos and Participant Data for Male Fertility Prediction

Steven A. Hicks, Jorunn M. Andersen, Oliwia Witczak +5

Methods for automatic analysis of clinical data are usually targeted towards a specific modality and do not make use of all relevant data available. In the field of male human repr…

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