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Sivanesan Rajan

Doctoral candidate

Department Hector Institute for Artificial Intelligence in Psychiatry (HITKIP)

Clinic Psychiatry and Psychotherapy

RG (Emmy-Noether Gruppe) Translational Bioinformatic in Psychiatry

Phone: +49 621 1703-6516

e-mail

Research and Administration Building, 4th floor, room 421

Publications in peer reviewed journals since 2006

TOP 5 publications:

  1. Cao H, Zhang Y, Baumbach J, Burton PR, Dwyer D, Koutsouleris N, Matschinske J, Marcon Y, Rajan S, Rieg T, Ryser-Welch P, Späth J, COMMITMENT consortium , Herrmann C, Schwarz E. dsMTL - a computational framework for privacy-preserving, distributed multi-task machine learning.Bioinformatics. 2022 38(21):4919-4926. Epub 2022 Sep 8.
  2. Cao H, Rajan S, Hahn B, Kocak E, Brenner M, Hess F, Schefzik R, Durstewitz D, Koppe G, Schwarz E, Schneider-Lindner V. A multi-task learning approach combining regression and classification tasks for joint feature selection.Sci Rep. 2026 16(1).
  3. Schefzik R, Cao H, Rajan S, Escribà-Montagut X, Gonzalez JR, Schwarz E. Integrating differential privacy into federated multi-task learning algorithms in .Bioinform Adv. 2025 5(1):vbaf298.
  4. Rajan S, Schwarz E. Network-based artificial intelligence approaches for advancing personalized psychiatry.Am J Med Genet B Neuropsychiatr Genet. 2024 195(8):e32997. Epub 2024 Jun 21.

Zentralinstitut für Seelische Gesundheit (ZI) - https://www.zi-mannheim.de