{ "fr": { "app_title": "Prédicteur de Risque Omique", "patient_id": "ID du Patient", "select_language": "Sélectionner la langue", "navigation": "Navigation", "home": "Accueil", "about_omics": "À propos des données omiques", "predict_risk": "Prédire le risque", "chatbot": "Assistant Chatbot", "dashboard": "Tableau de bord", "footer": "© 2025, Ngoue David Roger Yannick", "file_process_error": "Erreur lors du traitement des fichiers : {error}", "upload_warning": "Veuillez charger tous les fichiers omiques et fournir un ID patient.", "risk_score": "Score de risque", "ckd_risk_score": "Score de risque CKD : {score:.2f}%", "key_biomarkers": "Biomarqueurs clés", "shap_top_features": "Principales caractéristiques SHAP", "shap_mean_value": "Valeur moyenne SHAP", "feature": "Caractéristique", "omic": "Omique", "omics": "Omiques", "genomics": "Génomique", "transcriptomics": "Transcriptomique", "proteomics": "Protéomique", "metabolomics": "Métabolomique", "recommendations": "Recommandations", "download_results": "Télécharger les résultats", "download_biomarkers": "Télécharger les biomarqueurs", "download_report": "Télécharger le rapport", "shap": "Analyse SHAP", "chatbot_title": "Assistant Chatbot", "chatbot_intro": "Interagissez avec notre assistant pour des recommandations.", "chat_with_assistant": "Discuter avec l'assistant", "type_message": "Tapez votre message", "send": "Envoyer", "chat_risk_keywords": "risque,score", "chat_medication_keywords": "médicament,médication", "chat_diet_keywords": "régime,alimentation", "chat_exercise_keywords": "exercice,sport", "chat_risk_response": "Score de risque : {score:.2f}%. Biomarqueurs : {biomarkers}.", "medication_error": "Erreur lors de la génération de la recommandation de médicament.", "diet_error": "Erreur lors de la génération de la recommandation de régime.", "exercise_error": "Erreur lors de la génération de la recommandation d'exercice.", "chatbot_error": "Erreur lors du traitement de l'entrée du chatbot : {error}", "dashboard_title": "Tableau de bord", "dashboard_intro": "Visualisez les données des patients.", "filters": "Filtres", "risk_threshold": "Seuil de risque", "risk_distribution": "Distribution des risques", "no_patients": "Aucun patient trouvé.", "data_load_error": "Erreur de chargement des données : {error}", "preprocess_error": "Erreur de prétraitement pour {omic} : {error}", "latent_error": "Erreur d'extraction des représentations latentes : {error}", "risk_score_error": "Erreur de calcul du score de risque : {error}", "shap_error": "Erreur d'analyse SHAP : {error}", "pdf_error": "Erreur de génération du rapport PDF : {error}", "biogpt_load_error": "Erreur de chargement de BioGPT.", "translator_load_error": "Erreur de chargement du modèle de traduction.", "recommendation_error": "Erreur de génération de la recommandation.", "rasa_error": "Erreur de démarrage du serveur Rasa.", "chatbot_no_response": "Aucune réponse du chatbot.", "chatbot_comm_error": "Erreur de communication avec le chatbot.", "model_weights_error": "Poids du modèle non trouvés.", "model_load_error": "Erreur de chargement du modèle : {error}", "css_error": "Fichier CSS non trouvé.", "home_page_title": "Bienvenue dans le Prédicteur de Risque Omique", "home_intro_1": "Développé par {author}.", "home_intro_2": "Une application pour prédire les risques CKD en utilisant des données omiques.", "why_omics": "Pourquoi les données omiques ?", "omics_description": "Les données omiques fournissent des informations complètes.", "genomics_desc": "Analyse des variations génétiques.", "transcriptomics_desc": "Étude des niveaux d'expression des gènes.", "proteomics_desc": "Analyse des niveaux de protéines.", "metabolomics_desc": "Étude des métabolites.", "omics_integration": "Intégration pour une prédiction précise.", "about_omics_data_title": "À propos des données omiques", "about_omics_intro": "Introduction aux données omiques.", "raw_omics_formats": "Formats des données omiques brutes", "raw_omics": "Les données omiques brutes varient selon le type.", "genomics_format": "Fichiers VCF ou tables de génotypes.", "transcriptomics_format": "Comptes d'expression ou RPKM.", "proteomics_format": "Spectrométrie de masse ou ELISA.", "metabolomics_format": "Spectrométrie de masse ou NMR.", "raw_omics_processing": "Le traitement est essentiel pour l'analyse.", "preprocessing_steps": "Étapes de prétraitement", "preprocessing_desc": "Préparation des données pour l'analyse.", "quality_control_desc": "Suppression des données bruitées.", "normalization_desc": "Mise à l'échelle des données.", "imputation_desc": "Remplissage des valeurs manquantes.", "standardization_desc": "Standardisation des échelles.", "feature_selection_desc": "Sélection des caractéristiques pertinentes.", "preprocessing_importance": "Améliore la précision du modèle.", "csv_format": "Format CSV", "csv_format_desc": "Format standard pour les données omiques.", "columns_desc": "Caractéristiques ou biomarqueurs.", "rows_desc": "Patients ou échantillons.", "values_desc": "Valeurs numériques ou catégoriques.", "separator_desc": "Séparateur par virgule.", "header_desc": "En-tête avec noms de colonnes.", "csv_example": "Exemple de CSV", "csv_patient_id_desc": "ID patient unique requis.", "data_quality": "Qualité des données", "data_quality_desc": "La qualité est cruciale pour des résultats fiables.", "consistency_desc": "Formatage uniforme.", "completeness_desc": "Données minimales manquantes.", "accuracy_desc": "Données précises.", "alignment_desc": "Alignement entre omiques.", "data_quality_importance": "Impacte les performances du modèle." }, "en": { "app_title": "Omics Risk Predictor", "patient_id": "Patient ID", "select_language": "Select Language", "navigation": "Navigation", "home": "Home", "about_omics": "About Omics Data", "predict_risk": "Predict Risk", "chatbot": "Chatbot Assistant", "dashboard": "Dashboard", "footer": "© 2025, Ngoue David Roger Yannick", "file_process_error": "Error processing files: {error}", "upload_warning": "Please upload all omics files and provide a patient ID.", "risk_score": "Risk Score", "ckd_risk_score": "CKD Risk Score: {score:.2f}%", "key_biomarkers": "Key Biomarkers", "shap_top_features": "Top SHAP Features", "shap_mean_value": "SHAP Mean Value", "feature": "Feature", "omic": "Omic", "omics": "Omics", "genomics": "Genomics", "transcriptomics": "Transcriptomics", "proteomics": "Proteomics", "metabolomics": "Metabolomics", "recommendations": "Recommendations", "download_results": "Download Results", "download_biomarkers": "Download Biomarkers", "download_report": "Download Report", "shap": "SHAP Analysis", "chatbot_title": "Chatbot Assistant", "chatbot_intro": "Interact with our assistant for recommendations.", "chat_with_assistant": "Chat with Assistant", "type_message": "Type your message", "send": "Send", "chat_risk_keywords": "risk,score", "chat_medication_keywords": "medication,drug", "chat_diet_keywords": "diet,food", "chat_exercise_keywords": "exercise,workout", "chat_risk_response": "Risk score: {score:.2f}%. Biomarkers: {biomarkers}.", "medication_error": "Error generating medication recommendation.", "diet_error": "Error generating diet recommendation.", "exercise_error": "Error generating exercise recommendation.", "chatbot_error": "Error processing chatbot input: {error}", "dashboard_title": "Dashboard", "dashboard_intro": "Visualize patient data.", "filters": "Filters", "risk_threshold": "Risk Threshold", "risk_distribution": "Risk Distribution", "no_patients": "No patients found.", "data_load_error": "Error loading data: {error}", "preprocess_error": "Error preprocessing {omic}: {error}", "latent_error": "Error extracting latent representations: {error}", "risk_score_error": "Error calculating risk score: {error}", "shap_error": "Error in SHAP analysis: {error}", "pdf_error": "Error generating PDF report: {error}", "biogpt_load_error": "Error loading BioGPT.", "translator_load_error": "Error loading translation model.", "recommendation_error": "Error generating recommendation.", "rasa_error": "Error starting Rasa server.", "chatbot_no_response": "No response from chatbot.", "chatbot_comm_error": "Error communicating with chatbot.", "model_weights_error": "Model weights not found.", "model_load_error": "Error loading model: {error}", "css_error": "CSS file not found.", "home_page_title": "Welcome to the Omics Risk Predictor", "home_intro_1": "Developed by {author}.", "home_intro_2": "An application for predicting CKD risk using omics data.", "why_omics": "Why Omics Data?", "omics_description": "Omics data provide comprehensive insights.", "genomics_desc": "Analysis of genetic variations.", "transcriptomics_desc": "Study of gene expression levels.", "proteomics_desc": "Analysis of protein levels.", "metabolomics_desc": "Study of metabolites.", "omics_integration": "Integration for accurate prediction.", "about_omics_data_title": "About Omics Data", "about_omics_intro": "Introduction to omics data.", "raw_omics_formats": "Raw Omics Data Formats", "raw_omics": "Raw omics data vary by type.", "genomics_format": "VCF files or genotype tables.", "transcriptomics_format": "Expression counts or RPKM.", "proteomics_format": "Mass spectrometry or ELISA.", "metabolomics_format": "Mass spectrometry or NMR.", "raw_omics_processing": "Processing is essential for analysis.", "preprocessing_steps": "Preprocessing Steps", "preprocessing_desc": "Preparing data for analysis.", "quality_control_desc": "Removing noisy data.", "normalization_desc": "Scaling data.", "imputation_desc": "Filling missing values.", "standardization_desc": "Standardizing scales.", "feature_selection_desc": "Selecting relevant features.", "preprocessing_importance": "Improves model accuracy.", "csv_format": "CSV Format", "csv_format_desc": "Standard format for omics data.", "columns_desc": "Features or biomarkers.", "rows_desc": "Patients or samples.", "values_desc": "Numeric or categorical values.", "separator_desc": "Comma separator.", "header_desc": "Header with column names.", "csv_example": "CSV Example", "csv_patient_id_desc": "Unique patient ID required.", "data_quality": "Data Quality", "data_quality_desc": "Quality is crucial for reliable results.", "consistency_desc": "Uniform formatting.", "completeness_desc": "Minimal missing data.", "accuracy_desc": "Accurate data.", "alignment_desc": "Alignment across omics.", "data_quality_importance": "Impacts model performance." } }