Shvat Messica

According to our database, Shvat Messica authored at least 7 papers between 2023 and 2026.

Collaborative distances:

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

2026

Temporal Integrative Machine Learning for Early Detection of Diabetic Retinopathy Using Fundus Imaging and Electronic Health Records.

Shvat Messica, Seffi Cohen, Aviel Hadad, Michal Gordon, Or Katz, Dan Presil, Noa Dagan, Erez Tsumi, Lior Rokach

IEEE J. Biomed. Health Informatics, June, 2026

Adaptive Time Series Reasoning via Segment Selection.

Shvat Messica, Jiawen Zhang, Kevin Li, Theodoros Tsiligkaridis, Marinka Zitnik

CoRR, February, 2026

2025

Token Reduction Should Go Beyond Efficiency in Generative Models - From Vision, Language to Multimodality.

Zhenglun Kong, Yize Li, Fanhu Zeng, Lei Xin, Shvat Messica, Xue Lin, Pu Zhao, Manolis Kellis, Hao Tang, Marinka Zitnik

CoRR, May, 2025

Controllable Sequence Editing for Counterfactual Generation.

Michelle M. Li, Kevin Li, Yasha Ektefaie, Shvat Messica, Marinka Zitnik

CoRR, February, 2025

Multimodal Medical Code Tokenizer.

Xiaorui Su, Shvat Messica, Yepeng Huang, Ruth Johnson, Lukas Fesser, Shanghua Gao, Faryad Sahneh, Marinka Zitnik

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Enhancing stroke risk and prognostic timeframe assessment with deep learning and a broad range of retinal biomarkers.

Shvat Messica, Dan Presil, Yaacov Hoch, Tsvi Lev, Aviel Hadad, Or Katz, David R. Owens

Artif. Intell. Medicine, 2024

2023

Enhancing social network hate detection using back translation and GPT-3 augmentations during training and test-time.

Seffi Cohen, Dan Presil, Or Katz, Ofir Arbili, Shvat Messica, Lior Rokach

Inf. Fusion, November, 2023