Research graph
References from Meta-Entity Driven Triplet Mining for Aligning Medical Vision-Language Models. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1117/12.3037345
10.1117/12.3037345 · External reference
10.1109/iccv51070.2023.01935
10.1109/iccv51070.2023.01935 · External reference
10.1016/j.eswa.2023.121526
10.1016/j.eswa.2023.121526 · External reference
10.1109/tmi.2022.3171661
10.1109/tmi.2022.3171661 · External reference
10.1109/tmm.2021.3132724
10.1109/tmm.2021.3132724 · External reference
10.1109/ojemb.2025.3530841
10.1109/ojemb.2025.3530841 · External reference
10.1109/cvpr52729.2023.01442
10.1109/cvpr52729.2023.01442 · External reference
10.1109/jbhi.2024.3494246
10.1109/jbhi.2024.3494246 · External reference
10.3390/info16020136
10.3390/info16020136 · External reference
10.1007/978-3-031-67751-9_7
10.1007/978-3-031-67751-9_7 · External reference
10.1109/access.2025.3606961
10.1109/access.2025.3606961 · External reference
10.1109/wacv61042.2026.00278
10.1109/wacv61042.2026.00278 · External reference
10.1109/icip55913.2025.11084572
10.1109/icip55913.2025.11084572 · External reference
Multimodal foundation models for medical imaging - A systematic review and implementation guidelines
10.1101/2024.10.23.24316003 · 2024 · External reference
10.1007/978-3-031-19809-0_39
10.1007/978-3-031-19809-0_39 · External reference
10.1016/j.media.2023.103018
10.1016/j.media.2023.103018 · External reference
10.1109/isbi56570.2024.10635303
10.1109/isbi56570.2024.10635303 · External reference
10.1007/978-3-031-34048-2_36
10.1007/978-3-031-34048-2_36 · External reference
10.1109/tmi.2025.3534436
10.1109/tmi.2025.3534436 · External reference
10.1007/978-3-031-19833-5_33
10.1007/978-3-031-19833-5_33 · External reference
10.1007/978-3-031-44693-1_35
10.1007/978-3-031-44693-1_35 · External reference
10.1007/978-3-031-20059-5_1
10.1007/978-3-031-20059-5_1 · External reference
10.18653/v1/2023.emnlp-main.989
10.18653/v1/2023.emnlp-main.989 · External reference
Contrastive learning of medical visual representations from paired images and text
2022 · External reference
10.1109/msp.2017.2732900
10.1109/msp.2017.2732900 · External reference
10.1109/wacv45572.2020.9093432
10.1109/wacv45572.2020.9093432 · External reference
A survey on novel applications of deep metric learning
2025 · External reference
In defense of the triplet loss for person re-identification
2017 · External reference
Vision language models in medicine
2025 · External reference
Taming vision-language models for medical image analysis: A comprehensive review
2025 · External reference
MeDSLIP: Medical dual-stream language-image pre-training with pathology-anatomy semantic alignment
2025 · External reference
10.1109/cvpr52729.2023.00325
10.1109/cvpr52729.2023.00325 · External reference
Self-supervised image-text pre-training with mixed data in chest X-rays
2021 · External reference
10.52202/068431-2430
10.52202/068431-2430 · External reference
10.52202/075280-2450
10.52202/075280-2450 · External reference
CheXagent: Towards a foundation model for chest X-ray interpretation
2024 · External reference
10.58530/2025/0388
10.58530/2025/0388 · External reference
10.1007/s00330-024-11339-6
10.1007/s00330-024-11339-6 · External reference
10.1038/s41591-024-03302-1
10.1038/s41591-024-03302-1 · External reference
10.1007/978-3-031-16443-9_69
10.1007/978-3-031-16443-9_69 · External reference
10.1109/iccv51070.2023.01954
10.1109/iccv51070.2023.01954 · External reference
10.1038/s41467-023-40260-7
10.1038/s41467-023-40260-7 · External reference
10.1109/tmi.2023.3294980
10.1109/tmi.2023.3294980 · External reference
10.1109/iccv48922.2021.00391
10.1109/iccv48922.2021.00391 · External reference
Utilizing synthetic data for medical vision-language pre-training: Bypassing the need for real images
2023 · External reference
10.1109/isbi56570.2024.10635357
10.1109/isbi56570.2024.10635357 · External reference
10.1016/j.compbiomed.2023.107522
10.1016/j.compbiomed.2023.107522 · External reference
10.1109/iccv51070.2023.00268
10.1109/iccv51070.2023.00268 · External reference
10.1109/tpami.2024.3369699
10.1109/tpami.2024.3369699 · External reference
10.18653/v1/2022.emnlp-main.256
10.18653/v1/2022.emnlp-main.256 · External reference
10.1007/978-3-031-72120-5_8
10.1007/978-3-031-72120-5_8 · External reference
KIA: Knowledge-guided implicit vision-language alignment for chest X-ray report generation
2025 · External reference
10.1016/j.ins.2023.118938
10.1016/j.ins.2023.118938 · External reference
10.1007/978-3-030-87589-3_12
10.1007/978-3-030-87589-3_12 · External reference
Detecting and evaluating medical hallucinations in large vision language models
2024 · External reference
10.1371/journal.pone.0116656
10.1371/journal.pone.0116656 · External reference
10.1609/aaai.v33i01.3301590
10.1609/aaai.v33i01.3301590 · External reference
10.1162/coli_a_00497
10.1162/coli_a_00497 · External reference
10.1007/978-3-030-32245-8_11
10.1007/978-3-030-32245-8_11 · External reference
An image is worth 16x16 words: Transformers for image recognition at scale
2020 · External reference
10.1109/tnnls.2022.3216811
10.1109/tnnls.2022.3216811 · External reference
10.1038/s41597-019-0322-0
10.1038/s41597-019-0322-0 · External reference
10.1148/ryai.2019180041
10.1148/ryai.2019180041 · External reference
10.18653/v1/w19-1909
10.18653/v1/w19-1909 · External reference
Learning transferable visual models from natural language supervision
2021 · External reference
10.1038/s41551-022-00936-9
10.1038/s41551-022-00936-9 · External reference
10.1109/jbhi.2025.3528196
10.1109/jbhi.2025.3528196 · External reference
Negbio: A high-performance tool for negation and uncertainty detection in radiology reports
2017 · External reference
10.1609/aaai.v33i01.3301590
10.1609/aaai.v33i01.3301590 · External reference
10.18653/v1/2024.findings-acl.765
10.18653/v1/2024.findings-acl.765 · External reference
10.1109/iccv.2017.74
10.1109/iccv.2017.74 · External reference
10.18653/v1/2020.emnlp-main.112
10.18653/v1/2020.emnlp-main.112 · External reference
Retrieval augmented chest X-Ray report generation using OpenAI GPT models
2023 · External reference
10.18653/v1/2024.findings-emnlp.21
10.18653/v1/2024.findings-emnlp.21 · External reference
10.1109/tmi.2023.3290149
10.1109/tmi.2023.3290149 · External reference
10.1109/tmi.2026.3716153 · Admitted local publication
