Jocelyn Dunstan
Overview
Explore the profile of Jocelyn Dunstan including associated specialties, affiliations and a list of published articles.
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Articles
16
Citations
142
Followers
0
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Recent Articles
1.
Villena F, Bravo-Marquez F, Dunstan J
BMC Med Inform Decis Mak
. 2025 Mar;
25(1):116.
PMID: 40055634
Background: Clinical decision-making in healthcare often relies on unstructured text data, which can be challenging to analyze using traditional methods. Natural Language Processing (NLP) has emerged as a promising solution,...
2.
Villena F, Baez P, Penafiel S, Rojas M, Paredes I, Dunstan J
JCO Clin Cancer Inform
. 2025 Feb;
9:e2400124.
PMID: 39993248
Purpose: Pathology reports provide valuable information for cancer registries to understand, plan, and implement strategies to mitigate the impact of cancer. However, coding essential information from unstructured reports is performed...
3.
Ahumada R, Dunstan J, Paredes I, Baez P
JCO Clin Cancer Inform
. 2024 Aug;
8:e2400154.
PMID: 39186705
No abstract available.
4.
Dunstan J, Vakili T, Miranda L, Villena F, Aracena C, Quiroga T, et al.
BMC Med Inform Decis Mak
. 2024 Jul;
24(1):204.
PMID: 39049027
Despite the high creation cost, annotated corpora are indispensable for robust natural language processing systems. In the clinical field, in addition to annotating medical entities, corpus creators must also remove...
5.
Garay J, Dunstan J, Uribe S, Sahli Costabal F
Comput Biol Med
. 2024 Jun;
178:108706.
PMID: 38879935
Background: Physics-informed neural networks (PINNs) have emerged as a powerful tool for solving inverse problems, especially in cases where no complete information about the system is known and scatter measurements...
6.
Ahumada R, Dunstan J, Rojas M, Penafiel S, Paredes I, Baez P
JCO Clin Cancer Inform
. 2024 Jan;
8:e2300130.
PMID: 38194615
Purpose: A critical task in oncology is extracting information related to cancer metastasis from electronic health records. Metastasis-related information is crucial for planning treatment, evaluating patient prognoses, and cancer research....
7.
Chiu C, Villena F, Martin K, Nunez F, Besa C, Dunstan J
Front Artif Intell
. 2022 Oct;
5:970517.
PMID: 36213168
Resources for Natural Language Processing (NLP) are less numerous for languages different from English. In the clinical domain, where these resources are vital for obtaining new knowledge about human health...
8.
Baez P, Villena F, Zuniga K, Jones N, Fernandez G, Duran M, et al.
Rev Med Chil
. 2021 Nov;
149(7):1014-1022.
PMID: 34751303
Background: A significant proportion of the clinical record is in free text format, making it difficult to extract key information and make secondary use of patient data. Automatic detection of...
9.
Villena F, Perez J, Lagos R, Dunstan J
BMC Med Inform Decis Mak
. 2021 Jul;
21(1):220.
PMID: 34284760
No abstract available.
10.
Villena F, Perez J, Lagos R, Dunstan J
BMC Med Inform Decis Mak
. 2021 Jul;
21(1):208.
PMID: 34210317
Background: In Chile, a patient needing a specialty consultation or surgery has to first be referred by a general practitioner, then placed on a waiting list. The Explicit Health Guarantees...