Amilcare Gentili

23 papers A* 2Misc 1Journal 9Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Correction: Checklist for Reproducibility of Deep Learning in Medical Imaging.
J. Imaging Inform. Medicine
Mana Moassefi, Yashbir Singh, Gian Marco Conte, Bardia Khosravi, Pouria Rouzrokh, Sanaz Vahdati, Nabile M. Safdar, Linda Moy, Felipe Kitamura, Amilcare Gentili, Paras Lakhani, Nina Kottler, Safwan S. Halabi, Joseph H. Yacoub, Yuankai Hou, Khaled Younis, Bradley J. Erickson, Elizabeth A. Krupinski, Shahriar Faghani
2025 — conf
Identifying the Origins of Synthetic Biomedical Images: An Ensemble Approach with Pseudo-Labeling.
CLEF (Working Notes)
Amilcare Gentili
2024 J jnl
Artificial Intelligence-Based Opportunistic Coronary Calcium Screening in the Veterans Affairs National Healthcare System.
CoRR
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
2024 J jnl
Checklist for Reproducibility of Deep Learning in Medical Imaging.
J. Imaging Inform. Medicine
Mana Moassefi, Yashbir Singh, Gian Marco Conte, Bardia Khosravi, Pouria Rouzrokh, Sanaz Vahdati, Nabile M. Safdar, Linda Moy, Felipe Kitamura, Amilcare Gentili, Paras Lakhani, Nina Kottler, Safwan S. Halabi, Joseph H. Yacoub, Yuankai Hou, Khaled Younis, Bradley J. Erickson, Elizabeth A. Krupinski, Shahriar Faghani
2024 — conf
Detecting Training Data and Generative Model Fingerprints in Synthetic CT Scans Using Machine Learning.
CLEF (Working Notes)
Amilcare Gentili
2023 A* conf
"Nothing Abnormal": Disambiguating Medical Reports via Contrastive Knowledge Infusion.
AAAI
Zexue He, An Yan, Amilcare Gentili, Julian J. McAuley, Chun-Nan Hsu
2023 J jnl
"Nothing Abnormal": Disambiguating Medical Reports via Contrastive Knowledge Infusion.
CoRR
Zexue He, An Yan, Amilcare Gentili, Julian J. McAuley, Chun-Nan Hsu
2023 A* conf
MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation.
EMNLP
Zexue He, Yu Wang, An Yan, Yao Liu, Eric Y. Chang, Amilcare Gentili, Julian J. McAuley, Chun-Nan Hsu
2023 J jnl
MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation.
CoRR
Zexue He, Yu Wang, An Yan, Yao Liu, Eric Y. Chang, Amilcare Gentili, Julian J. McAuley, Chun-Nan Hsu
2023 J jnl
Reproducibility of Deep Learning Algorithms Developed for Medical Imaging Analysis: A Systematic Review.
J. Imaging Inform. Medicine
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
2023 J jnl
Robust and Interpretable Medical Image Classifiers via Concept Bottleneck Models.
CoRR
An Yan, Yu Wang, Yiwu Zhong, Zexue He, Petros Karypis, Zihan Wang, Chengyu Dong, Amilcare Gentili, Chun-Nan Hsu, Jingbo Shang, Julian J. McAuley
2022 — conf
ImageCLEFmedical Caption Task, Concept Detection, Finding Duplicates, SDVA-UCSD Approach.
CLEF (Working Notes)
Amilcare Gentili
2022 — conf
Semi-supervised Multi-Label Classification with 3D CBAM Resnet for Tuberculosis Cavern Report.
CLEF (Working Notes)
Xing Lu, An Yan, Eric Y. Chang, Chun-Nan Hsu, Julian J. McAuley, Jiang Du, Amilcare Gentili
2021 — conf
Multi-Classification Study of the Tuberculosis with 3D CBAM-ResNet and EfficientNet.
CLEF (Working Notes)
Xing Lu, Eric Y. Chang, Chun-Nan Hsu, Jiang Du, Amilcare Gentili
2021 — conf
Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation.
EMNLP (Findings)
An Yan, Zexue He, Xing Lu, Jiang Du, Eric Y. Chang, Amilcare Gentili, Julian J. McAuley, Chun-Nan Hsu
2021 J jnl
Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation.
CoRR
An Yan, Zexue He, Xing Lu, Jiang Du, Eric Y. Chang, Amilcare Gentili, Julian J. McAuley, Chun-Nan Hsu
2020 — conf
ImageCLEF2020: Laterality-Reduction Three-Dimensional CBAM-Resnet with Balanced Sampler for Multi-Binary Classification of Tuberculosis and CT Auto Reports.
CLEF (Working Notes)
Xing Lu, Eric Y. Chang, Zhaohui Liu, Chun-Nan Hsu, Jiang Du, Amilcare Gentili
2020 — conf
Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays.
EMNLP (Findings)
Jianmo Ni, Chun-Nan Hsu, Amilcare Gentili, Julian J. McAuley
2020 J jnl
Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays.
CoRR
Jianmo Ni, Chun-Nan Hsu, Amilcare Gentili, Julian J. McAuley
2019 — conf
ImageCLEF2019 Security - Forged File Discovery and Stego Image Discovery Tasks.
CLEF (Working Notes)
Amilcare Gentili, Paolo Gentili
2019 — conf
ImageCLEF2019: Tuberculosis - Severity Scoring and CT Report with Neural Networks, Transfer Learning and Ensembling.
CLEF (Working Notes)
Amilcare Gentili
2018 — conf
ImageCLEF2018: Transfer Learning for Deep Learning with CNN for Tuberculosis Classification.
CLEF (Working Notes)
Amilcare Gentili
2012 Misc conf
A Preliminary Approach for Creating a Semi-synthetic Multimodal Clinical Data Set from a Publicly Available Image Repository.
AMIA
Shazia Ashfaq, Amilcare Gentili, Wendy Webber Chapman, Brian E. Chapman