Amilcare Gentili

According to our database, Amilcare Gentili authored at least 16 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Artificial Intelligence-Based Opportunistic Coronary Calcium Screening in the Veterans Affairs National Healthcare System.

Raffi Hagopian, Timothy Strebel, Simon Bernatz, Gregory A Myers, Erik Offerman, Erick Zúniga, Cy Y. Kim, Angie T. Ng, James A Iwaz, Sunny P. Singh, Evan P. Carey, Michael J. Kim, R. Spencer Schaefer, Jeannie Yu, Amilcare Gentili, Hugo J. W. L. Aerts

CoRR, 2024

Detecting Training Data and Generative Model Fingerprints in Synthetic CT Scans Using Machine Learning.

Amilcare Gentili

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

2023

Reproducibility of Deep Learning Algorithms Developed for Medical Imaging Analysis: A Systematic Review.

Mana Moassefi, Pouria Rouzrokh, Gian Marco Conte, Sanaz Vahdati, Tianyuan Fu, Aylin Tahmasebi, Mira Younis, Keyvan Farahani, Amilcare Gentili, Timothy Kline, Felipe C. Kitamura, Yuankai Huo, Shiba Kuanar, Khaled Younis, Bradley J. Erickson, Shahriar Faghani

J. Imaging Inform. Medicine, 2023

Robust and Interpretable Medical Image Classifiers via Concept Bottleneck Models.

An Yan, Yu Wang, Yiwu Zhong, Zexue He, Petros Karypis, Zihan Wang, Chengyu Dong, Amilcare Gentili, Chun-Nan Hsu, Jingbo Shang, Julian J. McAuley

CoRR, 2023

MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation.

Zexue He, Yu Wang, An Yan, Yao Liu, Eric Y. Chang, Amilcare Gentili, Julian J. McAuley, Chun-Nan Hsu

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

"Nothing Abnormal": Disambiguating Medical Reports via Contrastive Knowledge Infusion.

Zexue He, An Yan, Amilcare Gentili, Julian J. McAuley, Chun-Nan Hsu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Semi-supervised Multi-Label Classification with 3D CBAM Resnet for Tuberculosis Cavern Report.

Xing Lu, An Yan, Eric Y. Chang, Chun-Nan Hsu, Julian J. McAuley, Jiang Du, Amilcare Gentili

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

ImageCLEFmedical Caption Task, Concept Detection, Finding Duplicates, SDVA-UCSD Approach.

Amilcare Gentili

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021

Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation.

An Yan, Zexue He, Xing Lu, Jiang Du, Eric Y. Chang, Amilcare Gentili, Julian J. McAuley, Chun-Nan Hsu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Multi-Classification Study of the Tuberculosis with 3D CBAM-ResNet and EfficientNet.

Xing Lu, Eric Y. Chang, Chun-Nan Hsu, Jiang Du, Amilcare Gentili

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020

Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays.

Jianmo Ni, Chun-Nan Hsu, Amilcare Gentili, Julian J. McAuley

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

ImageCLEF2020: Laterality-Reduction Three-Dimensional CBAM-Resnet with Balanced Sampler for Multi-Binary Classification of Tuberculosis and CT Auto Reports.

Xing Lu, Eric Y. Chang, Zhaohui Liu, Chun-Nan Hsu, Jiang Du, Amilcare Gentili

Proceedings of the Working Notes of CLEF 2020, 2020

2019

ImageCLEF2019 Security - Forged File Discovery and Stego Image Discovery Tasks.

Amilcare Gentili, Paolo Gentili

Proceedings of the Working Notes of CLEF 2019, 2019

ImageCLEF2019: Tuberculosis - Severity Scoring and CT Report with Neural Networks, Transfer Learning and Ensembling.

Amilcare Gentili

Proceedings of the Working Notes of CLEF 2019, 2019

2018

ImageCLEF2018: Transfer Learning for Deep Learning with CNN for Tuberculosis Classification.

Amilcare Gentili

Proceedings of the Working Notes of CLEF 2018, 2018

2012

A Preliminary Approach for Creating a Semi-synthetic Multimodal Clinical Data Set from a Publicly Available Image Repository.

Shazia Ashfaq, Amilcare Gentili, Wendy Webber Chapman, Brian E. Chapman

Proceedings of the AMIA 2012, 2012