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researcher

M. Baillie

3 papers hereh-index 17922 citations69 works total

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.CY1
  • cs.LG1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedA Deep Learning Approach to Private Data Sharing of Medical Images Using Conditional GANs

4 citations · 4 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CY2022

Why we should respect analysis results as data

Joana M Barros, Lukas A Widmer, Mark Baillie +1

The development and approval of new treatments generates large volumes of results, such as summaries of efficacy and safety. However, it is commonly overlooked that analyzing clini…

cs.LG2021★ 4 cited

A Deep Learning Approach to Private Data Sharing of Medical Images Using Conditional GANs

Hanxi Sun, Jason Plawinski, Sajanth Subramaniam +7

Sharing data from clinical studies can facilitate innovative data-driven research and ultimately lead to better public health. However, sharing biomedical data can put sensitive pe…

stat.AP2019

Tutorial: Effective visual communication for the quantitative scientist

Marc Vandemeulebroecke, Mark Baillie, Alison Margolskee +1

Effective visual communication is a core competency for pharmacometricians, statisticians, and more generally any quantitative scientist. It is essential in every step of a quantit…

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