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Amilcare Gentili
Publication Activity (10 Years)
Years Active: 2012-2023
Publications (10 Years): 16
Top Topics
Intraoperative
Cross Domain
X Ray
Transfer Learning
Top Venues
CLEF (Working Notes)
CoRR
EMNLP (Findings)
EMNLP
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Publications
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Zexue He
,
Yu Wang
,
An Yan
,
Yao Liu
,
Eric Y. Chang
,
Amilcare Gentili
,
Julian J. McAuley
,
Chun-Nan Hsu
MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation.
CoRR
(2023)
Zexue He
,
An Yan
,
Amilcare Gentili
,
Julian J. McAuley
,
Chun-Nan Hsu
"Nothing Abnormal": Disambiguating Medical Reports via Contrastive Knowledge Infusion.
AAAI
(2023)
An Yan
,
Yu Wang
,
Yiwu Zhong
,
Zexue He
,
Petros Karypis
,
Zihan Wang
,
Chengyu Dong
,
Amilcare Gentili
,
Chun-Nan Hsu
,
Jingbo Shang
,
Julian J. McAuley
Robust and Interpretable Medical Image Classifiers via Concept Bottleneck Models.
CoRR
(2023)
Zexue He
,
An Yan
,
Amilcare Gentili
,
Julian J. McAuley
,
Chun-Nan Hsu
"Nothing Abnormal": Disambiguating Medical Reports via Contrastive Knowledge Infusion.
CoRR
(2023)
Zexue He
,
Yu Wang
,
An Yan
,
Yao Liu
,
Eric Y. Chang
,
Amilcare Gentili
,
Julian J. McAuley
,
Chun-Nan Hsu
MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation.
EMNLP
(2023)
Amilcare Gentili
ImageCLEFmedical Caption Task, Concept Detection, Finding Duplicates, SDVA-UCSD Approach.
CLEF (Working Notes)
(2022)
Xing Lu
,
An Yan
,
Eric Y. Chang
,
Chun-Nan Hsu
,
Julian J. McAuley
,
Jiang Du
,
Amilcare Gentili
Semi-supervised Multi-Label Classification with 3D CBAM Resnet for Tuberculosis Cavern Report.
CLEF (Working Notes)
(2022)
An Yan
,
Zexue He
,
Xing Lu
,
Jiang Du
,
Eric Y. Chang
,
Amilcare Gentili
,
Julian McAuley
,
Chun-Nan Hsu
Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation.
CoRR
(2021)
An Yan
,
Zexue He
,
Xing Lu
,
Jiang Du
,
Eric Y. Chang
,
Amilcare Gentili
,
Julian McAuley
,
Chun-Nan Hsu
Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation.
EMNLP (Findings)
(2021)
Xing Lu
,
Eric Y. Chang
,
Chun-Nan Hsu
,
Jiang Du
,
Amilcare Gentili
Multi-Classification Study of the Tuberculosis with 3D CBAM-ResNet and EfficientNet.
CLEF (Working Notes)
(2021)
Jianmo Ni
,
Chun-Nan Hsu
,
Amilcare Gentili
,
Julian J. McAuley
Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays.
EMNLP (Findings)
(2020)
Jianmo Ni
,
Chun-Nan Hsu
,
Amilcare Gentili
,
Julian J. McAuley
Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays.
CoRR
(2020)
Xing Lu
,
Eric Y. Chang
,
Zhaohui Liu
,
Chun-Nan Hsu
,
Jiang Du
,
Amilcare Gentili
ImageCLEF2020: Laterality-Reduction Three-Dimensional CBAM-Resnet with Balanced Sampler for Multi-Binary Classification of Tuberculosis and CT Auto Reports.
CLEF (Working Notes)
(2020)
Amilcare Gentili
ImageCLEF2019: Tuberculosis - Severity Scoring and CT Report with Neural Networks, Transfer Learning and Ensembling.
CLEF (Working Notes)
(2019)
Amilcare Gentili
,
Paolo Gentili
ImageCLEF2019 Security - Forged File Discovery and Stego Image Discovery Tasks.
CLEF (Working Notes)
(2019)
Amilcare Gentili
ImageCLEF2018: Transfer Learning for Deep Learning with CNN for Tuberculosis Classification.
CLEF (Working Notes)
(2018)
Shazia Ashfaq
,
Amilcare Gentili
,
Wendy Webber Chapman
,
Brian E. Chapman
A Preliminary Approach for Creating a Semi-synthetic Multimodal Clinical Data Set from a Publicly Available Image Repository.
AMIA
(2012)