SynthVision: Building a 110K Synthetic Medical VQA Dataset with Cross-Model Validation
•
11
AI & ML interests
Health x AI
Recent Activity
View all activity
Articles
Medical VQA datasets and fine-tuned models from the SynthVision pipeline.
-
OpenMed/Ministral-3B-MedVL
Visual Question Answering • Updated • 30 • 1 -
OpenMed/Qwen2.5-3B-MedVL
Visual Question Answering • 4B • Updated • 23 • 1 -
OpenMed/Qwen3.5-2B-MedVL
Visual Question Answering • 2B • Updated • 28 • 1 -
OpenMed/synthvision-seeds
Viewer • Updated • 119k • 36 • 2
35 open-source Hindi PII detection models. 54 entity types. Best F1: 96.6%. Apache 2.0.
-
OpenMed/OpenMed-PII-Hindi-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 16 -
OpenMed/OpenMed-PII-Hindi-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 10 -
OpenMed/OpenMed-PII-Hindi-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 11 -
OpenMed/OpenMed-PII-Hindi-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 11
33 models for Spanish PII detection & de-identification. 55+ entity types. HIPAA & GDPR compliant. Apache 2.0.
-
OpenMed/OpenMed-PII-Spanish-SuperClinical-Large-434M-v1
Token Classification • 0.4B • Updated • 9.83k • 3 -
OpenMed/OpenMed-PII-Spanish-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 9.06k -
OpenMed/OpenMed-PII-Spanish-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 8.25k -
OpenMed/OpenMed-PII-Spanish-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 14.2k
33 models for French PII detection & de-identification. 55+ entity types. HIPAA & GDPR compliant. Apache 2.0.
-
OpenMed/OpenMed-PII-French-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 11.4k • 3 -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 4.81k -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 4.66k -
OpenMed/OpenMed-PII-French-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 10.6k
33 models for Italian PII detection & de-identification. 55+ entity types. HIPAA & GDPR compliant. Apache 2.0.
-
OpenMed/OpenMed-PII-Italian-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 12.2k • 1 -
OpenMed/OpenMed-PII-Italian-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 16.5k • 1 -
OpenMed/OpenMed-PII-Italian-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 11.9k -
OpenMed/OpenMed-PII-Italian-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 1.87k
Models for extracting PII entities and de-identifying clinical text, with support for HIPAA and GDPR compliance.
-
OpenMed/OpenMed-PII-BioClinicalModern-Base-149M-v1
Token Classification • 0.1B • Updated • 2.96k • 5 -
OpenMed/OpenMed-PII-BioClinicalModern-Large-395M-v1
Token Classification • 0.4B • Updated • 18.2k • • 9 -
OpenMed/OpenMed-PII-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 5.39k • 3 -
OpenMed/OpenMed-PII-ClinicDischarge-Base-110M-v1
Token Classification • 0.1B • Updated • 8.24k
State-of-the-art medical, biomedical, and clinical Named Entity Recognition models
-
OpenMed/OpenMed-NER-OncologyDetect-SuperClinical-434M
Token Classification • 0.4B • Updated • 135k • • 8 -
OpenMed/OpenMed-NER-PharmaDetect-SuperClinical-434M
Token Classification • 0.4B • Updated • 248k • • 23 -
OpenMed/OpenMed-NER-PharmaDetect-SuperMedical-125M
Token Classification • 0.1B • Updated • 113k • • 4 -
OpenMed/OpenMed-NER-OncologyDetect-TinyMed-65M
Token Classification • 65.2M • Updated • 96.4k • • 2
35 open-source Telugu PII detection models. 54 entity types. Best F1: 95.3%. Apache 2.0.
-
OpenMed/OpenMed-PII-Telugu-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 12 -
OpenMed/OpenMed-PII-Telugu-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 11 -
OpenMed/OpenMed-PII-Telugu-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 10 -
OpenMed/OpenMed-PII-Telugu-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 10
35 open-source Dutch PII detection models. 54 entity types. Best: DeBERTa-v3-large F1=94.2%. Apache 2.0.
-
OpenMed/OpenMed-PII-Dutch-BigMed-Large-278M-v1
Token Classification • 0.3B • Updated • 33 -
OpenMed/OpenMed-PII-Dutch-BigMed-Large-560M-v1
Token Classification • 0.6B • Updated • 164 -
OpenMed/OpenMed-PII-Dutch-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 33 -
OpenMed/OpenMed-PII-Dutch-BioClinicalModern-Base-149M-v1
Token Classification • 0.1B • Updated • 33
Multilingual models for extracting PII entities and de-identifying clinical text, with support for HIPAA and GDPR compliance.
-
OpenMed/OpenMed-PII-French-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 11.4k • 3 -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 4.81k -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 4.66k -
OpenMed/OpenMed-PII-French-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 10.6k
33 models for German PII detection & de-identification. 55+ entity types. HIPAA & GDPR compliant. Apache 2.0.
-
OpenMed/OpenMed-PII-German-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 7.44k -
OpenMed/OpenMed-PII-German-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 9.37k -
OpenMed/OpenMed-PII-German-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 4.84k -
OpenMed/OpenMed-PII-German-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 12.7k
-
OpenMed/Medical-Reasoning-SFT-GPT-OSS-120B
Viewer • Updated • 200k • 175 • 250 -
OpenMed/agab-db
Viewer • Updated • 982k • 19 • 15 -
OpenMed/Medical-Reasoning-SFT-GPT-OSS-120B-Small
Viewer • Updated • 132k • 14 • 3 -
OpenMed/DDI-Corpus-Processed
Viewer • Updated • 7.14k • 59 • 3
OpenMed ZeroShot NER Models
-
OpenMed/OpenMed-ZeroShot-NER-Organism-XLarge-770M
Token Classification • Updated • 20.5k • 4 -
OpenMed/OpenMed-ZeroShot-NER-Genomic-Tiny-60M
Token Classification • Updated • 28.6k -
OpenMed/OpenMed-ZeroShot-NER-Genome-Multi-209M
Token Classification • Updated • 11.2k -
OpenMed/OpenMed-ZeroShot-NER-Genome-XLarge-770M
Token Classification • Updated • 19.5k
Healthcare evals and benchmarks targeting AI solutions
Medical VQA datasets and fine-tuned models from the SynthVision pipeline.
-
OpenMed/Ministral-3B-MedVL
Visual Question Answering • Updated • 30 • 1 -
OpenMed/Qwen2.5-3B-MedVL
Visual Question Answering • 4B • Updated • 23 • 1 -
OpenMed/Qwen3.5-2B-MedVL
Visual Question Answering • 2B • Updated • 28 • 1 -
OpenMed/synthvision-seeds
Viewer • Updated • 119k • 36 • 2
35 open-source Telugu PII detection models. 54 entity types. Best F1: 95.3%. Apache 2.0.
-
OpenMed/OpenMed-PII-Telugu-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 12 -
OpenMed/OpenMed-PII-Telugu-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 11 -
OpenMed/OpenMed-PII-Telugu-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 10 -
OpenMed/OpenMed-PII-Telugu-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 10
35 open-source Hindi PII detection models. 54 entity types. Best F1: 96.6%. Apache 2.0.
-
OpenMed/OpenMed-PII-Hindi-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 16 -
OpenMed/OpenMed-PII-Hindi-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 10 -
OpenMed/OpenMed-PII-Hindi-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 11 -
OpenMed/OpenMed-PII-Hindi-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 11
35 open-source Dutch PII detection models. 54 entity types. Best: DeBERTa-v3-large F1=94.2%. Apache 2.0.
-
OpenMed/OpenMed-PII-Dutch-BigMed-Large-278M-v1
Token Classification • 0.3B • Updated • 33 -
OpenMed/OpenMed-PII-Dutch-BigMed-Large-560M-v1
Token Classification • 0.6B • Updated • 164 -
OpenMed/OpenMed-PII-Dutch-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 33 -
OpenMed/OpenMed-PII-Dutch-BioClinicalModern-Base-149M-v1
Token Classification • 0.1B • Updated • 33
33 models for Spanish PII detection & de-identification. 55+ entity types. HIPAA & GDPR compliant. Apache 2.0.
-
OpenMed/OpenMed-PII-Spanish-SuperClinical-Large-434M-v1
Token Classification • 0.4B • Updated • 9.83k • 3 -
OpenMed/OpenMed-PII-Spanish-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 9.06k -
OpenMed/OpenMed-PII-Spanish-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 8.25k -
OpenMed/OpenMed-PII-Spanish-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 14.2k
Multilingual models for extracting PII entities and de-identifying clinical text, with support for HIPAA and GDPR compliance.
-
OpenMed/OpenMed-PII-French-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 11.4k • 3 -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 4.81k -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 4.66k -
OpenMed/OpenMed-PII-French-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 10.6k
33 models for French PII detection & de-identification. 55+ entity types. HIPAA & GDPR compliant. Apache 2.0.
-
OpenMed/OpenMed-PII-French-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 11.4k • 3 -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 4.81k -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 4.66k -
OpenMed/OpenMed-PII-French-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 10.6k
33 models for German PII detection & de-identification. 55+ entity types. HIPAA & GDPR compliant. Apache 2.0.
-
OpenMed/OpenMed-PII-German-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 7.44k -
OpenMed/OpenMed-PII-German-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 9.37k -
OpenMed/OpenMed-PII-German-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 4.84k -
OpenMed/OpenMed-PII-German-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 12.7k
33 models for Italian PII detection & de-identification. 55+ entity types. HIPAA & GDPR compliant. Apache 2.0.
-
OpenMed/OpenMed-PII-Italian-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 12.2k • 1 -
OpenMed/OpenMed-PII-Italian-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 16.5k • 1 -
OpenMed/OpenMed-PII-Italian-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 11.9k -
OpenMed/OpenMed-PII-Italian-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 1.87k
-
OpenMed/Medical-Reasoning-SFT-GPT-OSS-120B
Viewer • Updated • 200k • 175 • 250 -
OpenMed/agab-db
Viewer • Updated • 982k • 19 • 15 -
OpenMed/Medical-Reasoning-SFT-GPT-OSS-120B-Small
Viewer • Updated • 132k • 14 • 3 -
OpenMed/DDI-Corpus-Processed
Viewer • Updated • 7.14k • 59 • 3
Models for extracting PII entities and de-identifying clinical text, with support for HIPAA and GDPR compliance.
-
OpenMed/OpenMed-PII-BioClinicalModern-Base-149M-v1
Token Classification • 0.1B • Updated • 2.96k • 5 -
OpenMed/OpenMed-PII-BioClinicalModern-Large-395M-v1
Token Classification • 0.4B • Updated • 18.2k • • 9 -
OpenMed/OpenMed-PII-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 5.39k • 3 -
OpenMed/OpenMed-PII-ClinicDischarge-Base-110M-v1
Token Classification • 0.1B • Updated • 8.24k
OpenMed ZeroShot NER Models
-
OpenMed/OpenMed-ZeroShot-NER-Organism-XLarge-770M
Token Classification • Updated • 20.5k • 4 -
OpenMed/OpenMed-ZeroShot-NER-Genomic-Tiny-60M
Token Classification • Updated • 28.6k -
OpenMed/OpenMed-ZeroShot-NER-Genome-Multi-209M
Token Classification • Updated • 11.2k -
OpenMed/OpenMed-ZeroShot-NER-Genome-XLarge-770M
Token Classification • Updated • 19.5k
State-of-the-art medical, biomedical, and clinical Named Entity Recognition models
-
OpenMed/OpenMed-NER-OncologyDetect-SuperClinical-434M
Token Classification • 0.4B • Updated • 135k • • 8 -
OpenMed/OpenMed-NER-PharmaDetect-SuperClinical-434M
Token Classification • 0.4B • Updated • 248k • • 23 -
OpenMed/OpenMed-NER-PharmaDetect-SuperMedical-125M
Token Classification • 0.1B • Updated • 113k • • 4 -
OpenMed/OpenMed-NER-OncologyDetect-TinyMed-65M
Token Classification • 65.2M • Updated • 96.4k • • 2
Healthcare evals and benchmarks targeting AI solutions