Computer software for using artificial intelligence, machine learning, supervised machine learning, unsupervised machine learning, deep learning, statistical learning, data mining, big data analytics, predictive analytics, predictive modeling, multivariate analytics, precision medicine, bioinformatics, modeling, and simulation in clinical trials or studies, designing clinical trials or studies, enriching and enhancing clinical trial or study designs, de-risking clinical trial or study designs, clinical trials simulations, clinical endpoint selection, analyzing non-clinical data, preclinical data, and clinical data, analyzing results of clinical trials or studies, and evaluating clinical outcomes and treatment responses, patient identification and a priori responder selection, individualizing treatments, predicting clinical outcomes and treatment responses, and disease diagnoses and treatment determination, selection, and identification, drug, drug target, and drug combination selection and evaluation, biomarker selection, genetic analyses, omics, multiomics, genomics, transcriptomics, proteomics, lipidomics, and metabolomics analyses, and accessing, processing, and analyzing omics, multiomics, genomics, transcriptomics, proteomics, lipidomics, and metabolomics data, and in the medical field, biomedical field, healthcare field, pharmaceutical field, and biotechnological field; computer software for integrating artificial intelligence, machine learning, supervised machine learning, unsupervised machine learning, deep learning, statistical learning, data mining, big data analytics, predictive analytics, predictive modeling, multivariate analytics, precision medicine, bioinformatics, modeling, and simulation with disease studies and investigations, pharmaceutical and drug research and development, biomedical, biological, and biotechnological research and development, and pharmacology, clinical pharmacology, system pharmacology, and system biology; computer software for clinical trials or studies, designing clinical trials or studies, enriching and enhancing clinical trial or study designs, de-risking clinical trial or study designs, clinical trials simulations, clinical endpoint selection, analyzing non-clinical data, preclinical data, and clinical data, analyzing results of clinical trials or studies, and evaluating clinical outcomes and treatment responses using artificial intelligence, machine learning, supervised machine learning, unsupervised machine learning, deep learning, statistical learning, data mining, big data analytics, predictive analytics, predictive modeling, multivariate analytics, precision medicine, bioinformatics, modeling, and simulation; computer software for patient identification and a priori responder selection, individualizing treatments, predicting clinical outcomes and treatment responses, and disease diagnoses and treatment determination, selection, and identification using artificial intelligence, machine learning, supervised machine learning, unsupervised machine learning, deep learning, statistical learning, data mining, big data analytics, predictive analytics, predictive modeling, multivariate analytics, precision medicine, bioinformatics, modeling, and simulation; computer software for drug, drug target, and drug combination selection and evaluation, biomarker selection, genetic analyses, omics, multiomics, genomics, transcriptomics, proteomics, lipidomics, and metabolomics analyses, accessing, processing, and analyzing omics, multiomics, genomics, transcriptomics, proteomics, lipidomics, and metabolomics data, accessing, processing, and analyzing public and proprietary omics, multiomics, genomics, transcriptomics, proteomics, lipidomics, and metabolomics data, and accessing, processing, and analyzing omics, multiomics, genomics, transcriptomics, proteomics, lipidomics, and metabolomics data via a global computer network using artificial intelligence, machine learning, supervised machine learning, unsupervised machine learning, deep learning, statistical learning, data mining, big data analytics, predictive analytics, predictive modeling, multivariate analytics, precision medicine, bioinformatics, modeling, and simulation; computer software for disease studies and investigations, understanding of diseases, pharmaceutical and drug research and development, biomedical, biological, and biotechnological research and development, and pharmacology, clinical pharmacology, system pharmacology, system biology research and development using artificial intelligence, machine learning, supervised machine learning, unsupervised machine learning, deep learning, statistical learning, data mining, big data analytics, predictive analytics, predictive modeling, multivariate analytics, precision medicine, bioinformatics, modeling, and simulation.

Design, development, programming, testing, maintenance, customization, and operation of computer software in clinical trials or studies, designing clinical trials or studies, enriching and enhancing clinical trial or study designs, de-risking clinical trial or study designs, clinical trials simulations, clinical endpoint selection, analyzing non-clinical data, preclinical data, and clinical data, analyzing results of clinical trials or studies, and evaluating clinical outcomes and treatment responses, patient identification and a priori responder selection, individualizing treatments, predicting clinical outcomes and treatment responses, and disease diagnoses and treatment determination, selection, and identification, drug, drug target, and drug combination selection and evaluation, biomarker selection, genetic analyses, omics, multiomics, genomics, transcriptomics, proteomics, lipidomics, and metabolomics analyses, and accessing, processing, and analyzing omics, multiomics, genomics, transcriptomics, proteomics, lipidomics, and metabolomics data, and in the medical field, biomedical field, healthcare field, pharmaceutical field, and biotechnological field using artificial intelligence, machine learning, supervised machine learning, unsupervised machine learning, deep learning, statistical learning, data mining, big data analytics, predictive analytics, predictive modeling, multivariate analytics, precision medicine, bioinformatics, modeling, and simulation; consulting, consultancy, and consulting services related to clinical trials or studies, designing clinical trials or studies, enriching and enhancing clinical trial or study designs, de-risking clinical trial or study designs, clinical trials simulations, clinical endpoint selection, analyzing non-clinical data, preclinical data, and clinical data, analyzing results of clinical trials or studies, and evaluating clinical outcomes and treatment responses, patient identification and a priori responder selection, individualizing treatments, predicting clinical outcomes and treatment responses, and disease diagnoses and treatment determination, selection, and identification, drug, drug target, and drug combination selection and evaluation, biomarker selection, genetic analyses, omics, multiomics, genomics, transcriptomics, proteomics, lipidomics, and metabolomics analyses, and accessing, processing, and analyzing omics, multiomics, genomics, transcriptomics, proteomics, lipidomics, and metabolomics data, and related to the medical field, biomedical field, healthcare field, pharmaceutical field, and biotechnological field using artificial intelligence, machine learning, supervised machine learning, unsupervised machine learning, deep learning, statistical learning, data mining, big data analytics, predictive analytics, predictive modeling, multivariate analytics, precision medicine, bioinformatics, modeling, and simulation; platform as a service (PaaS) featuring computer platforms and software for using artificial intelligence, machine learning, supervised machine learning, unsupervised machine learning, deep learning, statistical learning, data mining, big data analytics, predictive analytics, predictive modeling, multivariate analytics, precision medicine, bioinformatics, modeling, and simulation in clinical trials or studies, designing clinical trials or studies, enriching and enhancing clinical trial or study designs, de-risking clinical trial or study designs, clinical trials simulations, clinical endpoint selection, analyzing non-clinical data, preclinical data, and clinical data, analyzing results of clinical trials or studies, and evaluating clinical outcomes and treatment responses, patient identification and a priori responder selection, individualizing treatments, predicting clinical outcomes and treatment responses, and disease diagnoses and treatment determination, selection, and identification, drug, drug target, and drug combination selection and evaluation, biomarker selection, genetic analyses, omics, multiomics, genomics, transcriptomics, proteomics, lipidomics, and metabolomics analyses, and accessing, processing, and analyzing omics, multiomics, genomics, transcriptomics, proteomics, lipidomics, and metabolomics data, and in the medical field, biomedical field, healthcare field, pharmaceutical field, and biotechnological field; software as a service (SaaS) featuring computer platforms for using artificial intelligence, machine learning, supervised machine learning, unsupervised machine learning, deep learning, statistical learning, data mining, big data analytics, predictive analytics, predictive modeling, multivariate analytics, precision medicine, bioinformatics, modeling, and simulation in clinical trials or studies, designing clinical trials or studies, enriching and enhancing clinical trial or study designs, de-risking clinical trial or study designs, clinical trials simulations, clinical endpoint selection, analyzing non-clinical data, preclinical data, and clinical data, analyzing results of clinical trials or studies, and evaluating clinical outcomes and treatment responses, patient identification and a priori responder selection, individualizing treatments, predicting clinical outcomes and treatment responses, and disease diagnoses and treatment determination, selection, and identification, drug, drug target, and drug combination selection and evaluation, biomarker selection, genetic analyses, omics, multiomics, genomics, transcriptomics, proteomics, lipidomics, and metabolomics analyses, and accessing, processing, and analyzing omics, multiomics, genomics, transcriptomics, proteomics, lipidomics, and metabolomics data, and in the medical field, biomedical field, healthcare field, pharmaceutical field, and biotechnological field; research and development in clinical trials or studies, designing clinical trials or studies, enriching and enhancing clinical trial or study designs, de-risking clinical trial or study designs, clinical trials simulations, clinical endpoint selection, analyzing non-clinical data, preclinical data, and clinical data, analyzing results of clinical trials or studies, and evaluating clinical outcomes and treatment responses, patient identification and a priori responder selection, individualizing treatments, predicting clinical outcomes and treatment responses, and disease diagnoses and treatment determination, selection, and identification, drug, drug target, and drug combination selection and evaluation, biomarker selection, genetic analyses, omics, multiomics, genomics, transcriptomics, proteomics, lipidomics, and metabolomics analyses, and accessing, processing, and analyzing omics, multiomics, genomics, transcriptomics, proteomics, lipidomics, and metabolomics data, and in the medical field, biomedical field, healthcare field, pharmaceutical field, and biotechnological field using artificial intelligence, machine learning, supervised machine learning, unsupervised machine learning, deep learning, statistical learning, data mining, big data analytics, predictive analytics, predictive modeling, multivariate analytics, precision medicine, bioinformatics, modeling, and simulation; performing clinical trials or studies, designing clinical trials or studies, enriching and enhancing clinical trial or study designs, de-risking clinical trial or study designs, clinical trials simulations, clinical endpoint selection, analyzing non-clinical data, preclinical data, and clinical data, analyzing results of clinical trials or studies, and evaluating clinical outcomes and treatment responses, patient identification and a priori responder selection, individualizing treatments, predicting clinical outcomes and treatment responses, and disease diagnoses and treatment determination, selection, and identification, drug, drug target, and drug combination selection and evaluation, biomarker selection, genetic analyses, omics, multiomics, genomics, transcriptomics, proteomics, lipidomics, and metabolomics analyses, and accessing, processing, and analyzing omics, multiomics, genomics, transcriptomics, proteomics, lipidomics, and metabolomics data, and services in the medical field, biomedical field, healthcare field, pharmaceutical field, and biotechnological field using artificial intelligence, machine learning, supervised machine learning, unsupervised machine learning, deep learning, statistical learning, data mining, big data analytics, predictive analytics, predictive modeling, multivariate analytics, precision medicine, bioinformatics, modeling, and simulation for others.