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researcher

J. Geddes

3 papers hereh-index 9145.9k citations494 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
  • q-bio.QM1
  • stat.AP1
  • stat.ML1
same name
  • J. Geddes — 5 papers, h 12

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
20162020
most citedDetecting early signs of depressive and manic episodes in patients with bipolar disorder using the signature-based model

12 citations · 14 across the 2 of their papers we have counts for

collaborators

3 papers

q-bio.QM2020★ 2 cited

Lamotrigine Therapy for Bipolar Depression: Analysis of Self-Reported Patient Data

Antoine Nzeyimana, Kate EA Saunders, John R Geddes +1

Background: Depression in people with bipolar disorder is a major cause of long-term disability, possibly leading to early mortality and currently, limited safe and effective thera…

stat.ML2017★ 12 cited

Detecting early signs of depressive and manic episodes in patients with bipolar disorder using the signature-based model

Andrey Kormilitzin, Kate E. A. Saunders, Paul J. Harrison +2

Recurrent major mood episodes and subsyndromal mood instability cause substantial disability in patients with bipolar disorder. Early identification of mood episodes enabling timel…

stat.AP2016

Application of the Signature Method to Pattern Recognition in the CEQUEL Clinical Trial

A. B. Kormilitzin, K. E. A. Saunders, P. J. Harrison +2

The classification procedure of streaming data usually requires various ad hoc methods or particular heuristic models. We explore a novel non-parametric and systematic approach to…

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