Pablo Messina

24 papers A 1Journal 14Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
CURE: Curriculum-guided Multi-task Training for Reliable Anatomy Grounded Report Generation.
CoRR
Pablo Messina, Andrés Villa, Juan León Alcázar, Karen Sanchez, Carlos Hinojosa, Denis Parra, Álvaro Soto, Bernard Ghanem
2025 J jnl
CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray.
CoRR
Mingquan Lin, Gregory Holste, Song Wang, Yiliang Zhou, Yishu Wei, Imon Banerjee, Pengyi Chen, Tianjie Dai, Yuexi Du, Nicha C. Dvornek, Yuyan Ge, Zuowei Guo, Shouhei Hanaoka, Dongkyun Kim, Pablo Messina, Yang Lu, Denis Parra, Donghyun Son, Álvaro Soto, Aisha Urooj, René Vidal, Yosuke Yamagishi, Zefan Yang, Ruichi Zhang, Yang Zhou, Leo Anthony Celi, Ronald M. Summers, Zhiyong Lu, Hao Chen, Adam E. Flanders, George Shih, Zhangyang Wang, Yifan Peng
2025 J jnl
CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray.
Medical Image Anal.
Mingquan Lin, Gregory Holste, Song Wang, Yiliang Zhou, Yishu Wei, Imon Banerjee, Pengyi Chen, Tianjie Dai, Yuexi Du, Nicha C. Dvornek, Yuyan Ge, Zuwei Guo, Shouhei Hanaoka, Dongkyun Kim, Pablo Messina, Yang Lu, Denis Parra, Donghyun Son, Álvaro Soto, Aisha Urooj, René Vidal, Yosuke Yamagishi, Pingkun Yan, Zefan Yang, Ruichi Zhang, Yang Zhou, Leo Anthony Celi, Ronald M. Summers, Zhiyong Lu, Hao Chen, Adam E. Flanders, George Shih, Zhangyang Wang, Yifan Peng
2025 — conf
IP-CRR: Information Pursuit for Interpretable Classification of Chest Radiology Reports.
MICCAI (14)
Yuyan Ge, Kwan Ho Ryan Chan, Pablo Messina, René Vidal
2025 J jnl
IP-CRR: Information Pursuit for Interpretable Classification of Chest Radiology Reports.
CoRR
Yuyan Ge, Kwan Ho Ryan Chan, Pablo Messina, René Vidal
2024 — conf
Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation.
ACL (Findings)
Pablo Messina, René Vidal, Denis Parra, Alvaro Soto, Vladimir Araujo
2024 J jnl
Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation.
CoRR
Pablo Messina, René Vidal, Denis Parra, Álvaro Soto, Vladimir Araujo
2024 — conf
iHealth-Chile-1 at RRG24: In-context Learning and Finetuning of a Large Multimodal Model for Radiology Report Generation.
BioNLP@ACL
Diego Campanini, Oscar Loch, Pablo Messina, Rafael Elberg, Denis Parra
2024 — conf
iHealth-Chile-3&2 at RRG24: Template Based Report Generation.
BioNLP@ACL
Oscar Loch, Pablo Messina, Rafael Elberg, Diego Campanini, Álvaro Soto, René Vidal, Denis Parra
2022 J jnl
A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images.
ACM Comput. Surv.
Pablo Messina, Pablo Pino, Denis Parra, Alvaro Soto, Cecilia Besa, Sergio Uribe, Marcelo E. Andia, Cristian Tejos, Claudia Prieto, Daniel Capurro
2021 — conf
PUC Chile team at TBT Task: Diagnosis of Tuberculosis Type using segmented CT scans.
CLEF (Working Notes)
José Miguel Quintana, Daniel Florea, Ria Deane, Denis Parra, Pablo Pino, Pablo Messina, Hans Löbel
2021 — conf
PUC Chile team at VQA-Med 2021: approaching VQA as a classification task via fine-tuning a pretrained CNN.
CLEF (Working Notes)
Ricardo Schilling, Pablo Messina, Denis Parra, Hans Löbel
2020 J jnl
A Survey on Deep Learning and Explainability for Automatic Image-based Medical Report Generation.
CoRR
Pablo Messina, Pablo Pino, Denis Parra, Alvaro Soto, Cecilia Besa, Sergio Uribe, Marcelo E. Andia, Cristian Tejos, Claudia Prieto, Daniel Capurro
2020 J jnl
Algorithmic and HCI Aspects for Explaining Recommendations of Artistic Images.
ACM Trans. Interact. Intell. Syst.
Vicente Dominguez, Ivania Donoso-Guzmán, Pablo Messina, Denis Parra
2020 — conf
CuratorNet: Visually-aware Recommendation of Art Images.
ComplexRec-ImpactRS@RecSys
Denis Parra, Pablo Messina, Manuel Cartagena, Felipe del-Rio, Patricio Cerda-Mardini
2020 J jnl
CuratorNet: Visually-aware Recommendation of Art Images.
CoRR
Pablo Messina, Manuel Cartagena, Patricio Cerda, Felipe del-Rio, Denis Parra
2020 J jnl
Inspecting state of the art performance and NLP metrics in image-based medical report generation.
CoRR
Pablo Pino, Denis Parra, Pablo Messina, Cecilia Besa, Sergio Uribe
2019 J jnl
Content-based artwork recommendation: integrating painting metadata with neural and manually-engineered visual features.
User Model. User Adapt. Interact.
Pablo Messina, Vicente Dominguez, Denis Parra, Christoph Trattner, Alvaro Soto
2019 A conf
The effect of explanations and algorithmic accuracy on visual recommender systems of artistic images.
IUI
Vicente Dominguez, Pablo Messina, Ivania Donoso-Guzmán, Denis Parra
2018 J jnl
Do Better ImageNet Models Transfer Better... for Image Recommendation ?
CoRR
Felipe del-Rio, Pablo Messina, Vicente Dominguez, Denis Parra
2018 — conf
Towards Explanations for Visual Recommender Systems of Artistic Images.
IntRS@RecSys
Vicente Dominguez, Pablo Messina, Christoph Trattner, Denis Parra
2017 — conf
Comparing Neural and Attractiveness-based Visual Features for Artwork Recommendation.
DLRS@RecSys
Vicente Dominguez, Pablo Messina, Denis Parra, Domingo Mery, Christoph Trattner, Alvaro Soto
2017 J jnl
Comparing Neural and Attractiveness-based Visual Features for Artwork Recommendation.
CoRR
Vicente Dominguez, Pablo Messina, Denis Parra, Domingo Mery, Christoph Trattner, Alvaro Soto
2017 J jnl
Exploring Content-based Artwork Recommendation with Metadata and Visual Features.
CoRR
Pablo Messina, Vicente Dominguez, Denis Parra, Christoph Trattner, Alvaro Soto