Thomas Vakili

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Vertically Partitioned Data

Privacy Preserving

Medical Diagnostic

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Jocelyn Dunstan, Thomas Vakili, Luis Miranda, Fabián Villena, Claudio Aracena, Tamara Quiroga, Paulina Vera, Sebastián Viteri Valenzuela, Victor Rocco
A pseudonymized corpus of occupational health narratives for clinical entity recognition in Spanish. BMC Medical Informatics Decis. Mak. 24 (4) (2024)
Thomas Vakili, Hercules Dalianis
Using Membership Inference Attacks to Evaluate Privacy-Preserving Language Modeling Fails for Pseudonymizing Data. NoDaLiDa (2023)
Thomas Vakili, Anastasios Lamproudis, Aron Henriksson, Hercules Dalianis
Downstream Task Performance of BERT Models Pre-Trained Using Automatically De-Identified Clinical Data. LREC (2022)
Thomas Vakili, Hercules Dalianis
Utility Preservation of Clinical Text After De-Identification. BioNLP@ACL (2022)
Thomas Vakili, Hercules Dalianis
Are Clinical BERT Models Privacy Preserving? The Difficulty of Extracting Patient-Condition Associations. HUMAN@AAAI Fall Symposium (2021)