| BioGPT |
Transformer-based generative model for biomedical literature. |
Biomedical NLP |
Link |
| Clinical-T5 |
Text-to-text transformer fine-tuned for clinical document tasks. |
Clinical NLP, Summarization, QA |
Link |
| PubMedBERT |
Language model trained purely on PubMed abstracts. |
Biomedical Text Mining |
Link |
| ClinicalBERT |
Pretrained model for clinical note understanding, NER, and QA. |
Clinical NLP |
Link |
| BioELECTRA |
Efficient biomedical encoder model based on ELECTRA architecture. |
Biomedical Text Encoding |
Link |
| BioMegatron |
Domain-specific large model trained on PubMed and biomedical corpora. |
Biomedical Representation Learning |
Link |
| BlueBERT |
Biomedical and clinical text representation trained on PubMed + MIMIC-III. |
Clinical Document Classification, NER |
Link |
| Med-BERT |
Embedding model for structured EHR data prediction. |
Disease Prediction from EHRs |
Link |
| BioMedLM |
Biomedical GPT model for research-scale tasks. |
Biomedical Research, Text Generation |
Link |
| KeBioLM |
Biomedical language model enhanced with structured UMLS knowledge. |
NER, Relation Extraction |
Link |
| LinkBERT |
Pretrained language model using linked documents for better understanding. |
Biomedical/NLP Link Prediction |
Link |
| BioBART |
Generative model for biomedical summarization, dialogue, and linking. |
Biomedical Summarization, Dialogue Systems |
Link |
| PMC-LLaMA |
Biomedical domain adaptation of LLaMA using PubMed Central articles. |
Biomedical Text Generation |
Link |
| ChatDoctor |
LLaMA-based chatbot fine-tuned for healthcare Q&A. |
Patient Query Answering |
Link |
| CPLLM |
Fine-tuned large language model for predicting clinical outcomes based on diagnosis codes. |
Clinical Prediction |
Link |
| LLaMA-2 |
General-purpose dialogue and text model with extensions to clinical applications. |
Dialogue, Clinical Retrieval |
Link |
| Med-PaLM2 |
Language model achieving passing scores on medical licensing exams. |
Clinical Reasoning, Medical Exams |
Link |
| HuatuoGPT-II |
LLM fine-tuned with real-world doctor-patient conversations. |
Medical Consultations |
Link |
| DoctorGLM |
ChatGLM-based clinical QA model trained with CMD datasets. |
Clinical Question Answering |
Link |
| MONAI Label |
Open-source platform for building interactive medical image labeling apps. |
Medical Image Annotation, Segmentation |
Link |
| ChatCAD |
Automated medical imaging report generation from diagnostic images. |
Medical Imaging Report Generation |
Link |
| FastFold |
Optimized AlphaFold implementation for protein folding at lower memory cost. |
Protein Structure Prediction |
Link |
| SwinIR-Med |
Vision transformer for high-quality restoration of medical images. |
Medical Image Super-Resolution |
Link |
| DragonFlyMed |
Visual reasoning model adapted for biomedical imaging understanding. |
Biomedical Visual Reasoning |
Link |
| RadBERT |
Specialized BERT model for radiology reports. |
Radiology NLP |
Link |
| MAIRA-2 |
Chest X-ray radiology reporting model fine-tuned on large CXR datasets. |
CXR Report Generation |
Link |
| VINDR-CXR |
Open-source chest X-ray dataset and models for diagnosis. |
CXR Classification and Detection |
Link |
| Merlin |
Zero/few-shot 3D abdominal CT classification using structured EHR supervision. |
3D CT Interpretation |
Link |
| BioViL |
Vision-language pretraining specifically for radiology and biomedical imaging. |
Multimodal Radiology Understanding |
Link |
| Meta Fair |
Unified model to process text and images for multimodal generation. |
Text-Image Multimodal AI |
Link |
| Meditron |
Clinical diagnostic LLM suite built on LLaMA 2 foundations. |
Clinical Decision Support, Biomedical Research |
Link |
| Med-Flamingo |
Few-shot multimodal model for clinical reasoning based on images and text. |
Multimodal Clinical AI |
Link |
| MedSAM |
Medical adaptation of the Segment Anything Model (SAM) for segmentation tasks. |
Medical Image Segmentation |
Link |