Pablo Messina

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 17

Top Topics

Medical Knowledge

Visual Features

Text Representation

Top Venues

CLEF (Working Notes)

ComplexRec-ImpactRS@RecSys

Publications

Pablo Messina, René Vidal, Denis Parra, Álvaro Soto, Vladimir Araujo
Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation. CoRR (2024)
Pablo Messina, René Vidal, Denis Parra, Alvaro Soto, Vladimir Araujo
Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation. ACL (Findings) (2024)
Pablo Messina, Pablo Pino, Denis Parra, Alvaro Soto, Cecilia Besa, Sergio Uribe, Marcelo E. Andia, Cristian Tejos, Claudia Prieto, Daniel Capurro
A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images. ACM Comput. Surv. 54 (10s) (2022)
José Miguel Quintana, Daniel Florea, Ria Deane, Denis Parra, Pablo Pino, Pablo Messina, Hans Löbel
PUC Chile team at TBT Task: Diagnosis of Tuberculosis Type using segmented CT scans. CLEF (Working Notes) (2021)
Ricardo Schilling, Pablo Messina, Denis Parra, Hans Löbel
PUC Chile team at VQA-Med 2021: approaching VQA as a classification task via fine-tuning a pretrained CNN. CLEF (Working Notes) (2021)
Pablo Pino, Denis Parra, Pablo Messina, Cecilia Besa, Sergio Uribe
Inspecting state of the art performance and NLP metrics in image-based medical report generation. CoRR (2020)
Pablo Messina, Pablo Pino, Denis Parra, Alvaro Soto, Cecilia Besa, Sergio Uribe, Marcelo E. Andia, Cristian Tejos, Claudia Prieto, Daniel Capurro
A Survey on Deep Learning and Explainability for Automatic Image-based Medical Report Generation. CoRR (2020)
Denis Parra, Pablo Messina, Manuel Cartagena, Felipe del-Rio, Patricio Cerda-Mardini
CuratorNet: Visually-aware Recommendation of Art Images. ComplexRec-ImpactRS@RecSys (2020)
Pablo Messina, Manuel Cartagena, Patricio Cerda, Felipe del-Rio, Denis Parra
CuratorNet: Visually-aware Recommendation of Art Images. CoRR (2020)
Vicente Dominguez, Ivania Donoso-Guzmán, Pablo Messina, Denis Parra
Algorithmic and HCI Aspects for Explaining Recommendations of Artistic Images. ACM Trans. Interact. Intell. Syst. 10 (4) (2020)
Vicente Dominguez, Pablo Messina, Ivania Donoso-Guzmán, Denis Parra
The effect of explanations and algorithmic accuracy on visual recommender systems of artistic images. IUI (2019)
Pablo Messina, Vicente Dominguez, Denis Parra, Christoph Trattner, Alvaro Soto
Content-based artwork recommendation: integrating painting metadata with neural and manually-engineered visual features. User Model. User Adapt. Interact. 29 (2) (2019)
Felipe del-Rio, Pablo Messina, Vicente Dominguez, Denis Parra
Do Better ImageNet Models Transfer Better... for Image Recommendation ? CoRR (2018)
Vicente Dominguez, Pablo Messina, Christoph Trattner, Denis Parra
Towards Explanations for Visual Recommender Systems of Artistic Images. IntRS@RecSys (2018)
Pablo Messina, Vicente Dominguez, Denis Parra, Christoph Trattner, Alvaro Soto
Exploring Content-based Artwork Recommendation with Metadata and Visual Features. CoRR (2017)
Vicente Dominguez, Pablo Messina, Denis Parra, Domingo Mery, Christoph Trattner, Alvaro Soto
Comparing Neural and Attractiveness-based Visual Features for Artwork Recommendation. CoRR (2017)
Vicente Dominguez, Pablo Messina, Denis Parra, Domingo Mery, Christoph Trattner, Alvaro Soto
Comparing Neural and Attractiveness-based Visual Features for Artwork Recommendation. DLRS@RecSys (2017)