Projects per year
Personal profile
Research interests
I focus on methodology for problems in medicine and psychology (prognostic and diagnostic models), including: machine learning, natural language processing, computer vision, and knowledge graphs.
Related documents
Education/Academic qualification
PhD, Incorporating visual information into neural machine translation
Dec 2013 → Nov 2017
Award Date: 3 Nov 2017
External positions
Visiting Postdoctoral Fellow, Center for Data Science, New York University
… → Mar 2022
Management Committee Member, Multi3Generation COST Action
… → Sept 2023
Keywords
- R Medicine (General)
- QA75 Electronic computers. Computer science
Fingerprint
Dive into the research topics where Iacer Coimbra Alves Cavalcanti Calixto is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 1 Active
-
CaRe-NLP: CaRe-NLP: Human-Centric and Responsible NLP Methods for Dutch Healthcare
Abu Hanna, A. (Principal investigator) & Coimbra Alves Cavalcanti Calixto, I. (Project Leader)
NWO: Nederlandse Organisatie voor Wetenschappelijk Onderzoek
15/04/2024 → 14/04/2029
Project: Research
-
A Deep Dive Into Cross-Dataset Entity Matching with Large and Small Language Models.
Zhang, Z., Groth, P., Calixto, I. & Schelter, S., 2025, EDBT. Simitsis, A., Kemme, B., Queralt, A., Romero, O. & Jovanovic, P. (eds.). OpenProceedings.org, p. 922-934 13 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
-
Creation of a gold standard Dutch corpus of clinical notes for adverse drug event detection: the Dutch ADE corpus
Murphy, R. M., Dongelmans, D. A., de Keizer, N. F., Jongeneel, R. J., Koster, C. H., Jager, K. J., Abu-Hanna, A., Calixto, I. & Klopotowska, J. E., 2025, (E-pub ahead of print) In: Language Resources and Evaluation.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
DeVisE: Behavioral Testing of Medical Large Language Models
Tagliabue, C. Z., Boll, H. O., Erdem, A., Erdem, E. & Calixto, I., 2025, (Submitted)Research output: Other contribution › Academic
-
Different Questions, Different Models: Fine-Grained Evaluation of Uncertainty and Calibration in Clinical QA with LLMs
Testoni, A. & Calixto, I., 2025, (Submitted)Research output: Other contribution › Academic
-
DistillNote: LLM-based clinical note summaries improve heart failure diagnosis
Boll, H. O., Boll, A. O., Boll, L. P., Hanna, A. A. & Calixto, I., 2025, (Submitted)Research output: Other contribution › Academic
-
Invited talk at the First Summer School Pharmacoinformatics
Coimbra Alves Cavalcanti Calixto, I. (Speaker)
2 Jul 2025Activity: Talk or presentation › Invited talk › Societal
-
Eduardo Grande
Coimbra Alves Cavalcanti Calixto, I. (Host)
Jan 2025 → Apr 2025Activity: Hosting a visitor › Hosting an academic visitor
-
Invited talk at the Third NLG in the Lowlands workshop
Coimbra Alves Cavalcanti Calixto, I. (Speaker)
2025Activity: Talk or presentation › Invited talk › Academic
-
Supervision of 3 students theses in MSc in Medical Informatics
Coimbra Alves Cavalcanti Calixto, I. (Participant)
2025Activity: Educational contribution / Supervising student theses, products › Supervising student theses › Educational
-
Towards and automated assessment of adherence to ESC Heart Failure guidelines using large language models
Coimbra Alves Cavalcanti Calixto, I. (Speaker)
2025Activity: Talk or presentation › Invited talk › Academic
Prizes
-
AiNed Fellowship Grant
Coimbra Alves Cavalcanti, I. (Recipient) & Abu Hanna, A. (Recipient), 8 Aug 2023
Prize › Academic
-
Best paper
Brancato, L. (Recipient), Coimbra Alves Cavalcanti, I. (Recipient), Abu Hanna, A. (Recipient) & Vagliano, I. (Recipient), Jul 2023
Prize: Other distinction
-
Marie-Curie Global Fellowship Grant
Coimbra Alves Cavalcanti Calixto, I. (Recipient), 2019
Prize › Academic
Press/Media
-
The role of NLP and LLMs in healthcare
Coimbra Alves Cavalcanti Calixto, I.
01/06/2023
1 item of Media coverage
Press/Media: interview
Datasets
-
Dutch ADE Corpus
Calixto, I. (Creator), Murphy, R. M. (Creator) & Klopotowska, J. E. (Creator), Figshare, 2025
DOI: https://uvaauas.figshare.com/articles/dataset/Dutch_ADE_corpus/28846991
Dataset