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 9 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
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
PatientINF embedding models - with forum extraction and model building scripts
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Apr 20, 2022 - Python
A Medical Chatbot using ClinicalBERT and seq2seq
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Aug 7, 2024 - Jupyter Notebook
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