ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (CHIL 2020 Workshop)
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Oct 17, 2022 - Jupyter Notebook
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clinicalbert
Here are 18 public repositories matching this topic...
Conversational Question Answering on Clinical Text
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Jun 12, 2023 - Python
Repository for the journal article, 'FedSepsis: A Federated Multi-Modal Deep Learning-Based Internet of Medical Things Application for Early Detection of Sepsis from Electronic Health Records Using Raspberry Pi and Jetson Nano Devices', Mahbub Ul Alam, Rahim Rahmani. Sensors 23, no. 2: 970, https://doi.org/10.3390/s23020970.
nlp raspberry-pi machine-learning natural-language-processing deep-learning gan electronic-health-records health-informatics sepsis federated-learning internet-of-medical-things multi-modality jetson-nano iomt clinicalbert early-sepsis-detection clinical-decision-support-system smart-healthcare
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May 5, 2025 - Jupyter Notebook
This repository contains a 4-bit quantized ClinicalBERT model for disease classification based on clinical text. Inspired by CheXNet, this model can predict diseases from patient symptom descriptions, particularly focusing on chest-related conditions.
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Apr 4, 2025 - Python
AI-powered prediction of in-hospital mortality and 30-day readmission using MIMIC-III clinical data. Combines structured features and ClinicalBERT embeddings with XGBoost/CatBoost Best Performance models for accurate, explainable healthcare forecasting.
visualization python linear-regression transformers xgboost ensemble-learning preprocessing decision-trees feature-engineering catboost bert-embeddings streamlit clinicalbert llms modeltuning
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May 15, 2025 - Jupyter Notebook
Early Prediction of Sepsis using Time Seiries Forecasting (Published at 2023 IEEE AI4Health)
nlp machine-learning deep-learning regression transformer clinical-research sepsis multimodal-learning time-series-forecasting clinical-nlp clinicalbert
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Dec 5, 2023 - Python
An advanced AI Medical Chatbot featuring a Hybrid RAG architecture, ClinicalBERT embeddings, smart allergy filtering, and emergency failover for precise healthcare assistance.
react fastapi clinicalbert ai-healthcare-chatbot medical-chatbot hybrid-search fyp-project ai-healthcare llama-3 medical-chatbot-with-llm-and-rag rag-architecture
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Oct 9, 2026 - JavaScript
PatientINF embedding models - with forum extraction and model building scripts
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Apr 20, 2022 - Python
Fine-tuned ClinicalBERT model for predicting diseases from natural language symptom descriptions.
nlp machine-learning ai deep-learning transformers healthcare cosine-similarity bert lime disease-prediction shap huggingface clinicalbert
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Jul 8, 2025 - Jupyter Notebook
Progressive ML pipeline for medical claim denial prediction from structured baselines (LR/XGBoost+SHAP) through ClinicalBERT clinical-note embeddings to a FAISS retrieval-augmented agentic layer. Production-style monorepo with MLflow tracking, Docker Compose, FastAPI serving, and CI.
nlp docker machine-learning xgboost faiss rag mlops mlflow fastapi clinicalbert agentic-ai healthcare-ai-
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Aug 29, 2026 - Jupyter Notebook
Système multimodal d'aide à la décision médicale développé sous TensorFlow/Keras, traitant des données image, tabulaire, texte et audio.
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May 22, 2026 - Jupyter Notebook
3D Swin Transformer voxel encoder + ClinicalBERT finding-text encoder (VoxelSwinCLAIP), contrastively trained (LoRA + symmetric InfoNCE) on single-cell 3D confocal fluorescence volumes from the Allen Institute's public hiPSC single-cell image dataset, paired with template-generated structural finding text.
representation-learning 3d-vision multimodal-learning single-cell-imaging confocal-microscopy clinicalbert contrastive-learning swin-transformer vision-language-model biomedical-ai
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Nov 2, 2026 - Python
Explainable polypharmacy ADR prediction using heterogeneous biomedical knowledge graphs (PrimeKG + Decagon) and ClinicalBERT-attributed graph neural networks. MTech thesis, IIT Patna 2026.
explainable-ai graph-neural-networks pytorch-geometric knowledge-graphs polypharmacy clinicalbert adverse-drug-reactions
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Jun 3, 2026 - Python
Clinical NLP and machine learning project for classifying sickle cell emergency department visits into admission and high-risk categories.
python machine-learning tensorflow lstm clinical-nlp medical-ai clinicalbert sickle-cell-disease healthcare-data-science
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Jun 19, 2026 - Jupyter Notebook
AI in Healthcare, Stanford Medicine
fhir stanford medtech explainable-ai shap fastapi responsible-ai ai-in-healthcare ethical-ai clinicalbert healthcare-ml prompt-engineering genai pmicpmai
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Jun 24, 2025
A Medical Chatbot using ClinicalBERT and seq2seq
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Aug 7, 2024 - Jupyter Notebook
GenAI’s 2nd Opinion
fhir stanford medtech explainable-ai shap fastapi responsible-ai ai-in-healthcare ethical-ai clinicalbert healthcare-ml prompt-engineering genai pmicpmai
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Jun 26, 2025 - Python
A multimodal machine learning project to predict 30-day hospital readmission using a RAG-LLM pipeline (ClinicalBERT, FAISS, Mistral-7B) and structured data (ML models).
python data-analytics healthcare-application healthcare-analysis clinicalbert healthcare-data ml-models llm-training mistral-7b faiss-vector-database rag-pipeline
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Dec 10, 2025 - Jupyter Notebook
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