Dr. Tri-Thien Nguyen

Lehrstuhl für Informatik 5 (Mustererkennung) Institute of Radiology Lehrstuhl für Informatik 14 (Bild- und Sprachverarbeitung) (LME)

LoGSAM: Parameter-Efficient Cross-Modal Grounding for MRI Segmentation (2026) Islam Bhuiyan MR, Bhat S, Qahqaie M, Nguyen TT, Perez-Toro PA, Arias-Vergara T, Maier A Conference contribution, Conference Contribution Can AI Detect What Is Not Injected? Evaluation of Lesion Detection in Virtual Contrast-Enhanced Breast MRI Using a Large-Scale AI Model Trained on GBCA-Enhanced Data (2026) Heidarikahkesh S, Schreiter H, George A, Nguyen TT, Skwierawska D, Brock L, Hadler D, et al. Journal article BE-WISER: Class-Aware Weak Slice-Level Supervision for Breast MRI (2026) Bhandary Panambur A, Nguyen TT, Islam S, Uder M, Bickelhaupt S, Maier A, Bayer S Unpublished / Preprint Breast MRI Evaluation with Weakly-informed Slice-level Explanation (2026) Bhandary Panambur A, Nguyen TT, Bayer S, Maier A Conference contribution Opportunistic Breast Cancer Risk Stratification From Low-dose Chest CT Using Multiple Instance Learning (2026) Ni Y, Panambur AB, Liu C, Nguyen TT, Bayer S, Juan H, Jiayu S, et al. Conference contribution Lesion-Aware AI for Mammography: Multi-Dataset Pretraining with ROI-Guided Contrastive Learning and Clinical Image Retrieval (2026) Bhandary Panambur A, Nguyen TT, Bayer S, Maier A Conference contribution, Abstract of a poster Multi-step retrieval and reasoning improves radiology question answering with large language models (2025) Wind S, Sopa J, Truhn D, Lotfinia M, Nguyen TT, Bressem K, Adams L, et al. Journal article Exemplar Med-DETR: Toward Generalized and Robust Lesion Detection in Mammogram Images and Beyond (2025) Bhat S, Georgescu B, Bhandary Panambur A, Zinnen M, Nguyen TT, Mansoor A, Elbarbary K, et al. Conference contribution, Conference Contribution U-Net and GAN for Virtual Contrast in Breast MRI: How Do They Compare to Real Contrast Images? (2025) George A, Schreiter H, Hoßbach J, Nguyen TT, Horishnyi I, Ehring C, Heidarikahkesh S, et al. Conference contribution Detection of femoropopliteal arterial steno-occlusion at MR angiography: initial experience with artificial intelligence (2024) Nguyen TT, Folle L, Bayer T Journal article