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Artificial intelligence in early drug discovery enabling precision medicine
Introduction: Precision medicine is the concept of treating diseases based on environmental
factors, lifestyles, and molecular profiles of patients. This approach has been found to …
factors, lifestyles, and molecular profiles of patients. This approach has been found to …
OncoTree: a cancer classification system for precision oncology
PURPOSE Cancer classification is foundational for patient care and oncology research.
Systems such as International Classification of Diseases for Oncology (ICD-O) …
Systems such as International Classification of Diseases for Oncology (ICD-O) …
The future of clinical trial design in oncology
Clinical trials represent a fulcrum for oncology drug discovery and development to bring safe
and effective medicines to patients in a timely manner. Clinical trials have shifted from …
and effective medicines to patients in a timely manner. Clinical trials have shifted from …
Integrating molecular profiles into clinical frameworks through the Molecular Oncology Almanac to prospectively guide precision oncology
Tumor molecular profiling of single gene-variant ('first-order') genomic alterations informs
potential therapeutic approaches. Interactions between such first-order events and global …
potential therapeutic approaches. Interactions between such first-order events and global …
[HTML][HTML] Requirements analysis and specification for a molecular tumor board platform based on cBioPortal
Clinicians in molecular tumor boards (MTB) are confronted with a growing amount of genetic
high-throughput sequencing data. Today, at German university hospitals, these data are …
high-throughput sequencing data. Today, at German university hospitals, these data are …
Implementation of a molecular tumor registry to support the adoption of precision oncology within an Academic Medical Center: the Duke University Experience
MF Green, JL Bell, CB Hubbard, SJ McCall… - JCO precision …, 2021 - ascopubs.org
PURPOSE Comprehensive genomic profiling to inform targeted therapy selection is a
central part of oncology care. However, the volume and complexity of alterations uncovered …
central part of oncology care. However, the volume and complexity of alterations uncovered …
Searching of clinical trials made easier in cBioPortal using patients' genetic and clinical profiles
Background Molecular tumor boards (MTBs) cope with the complexity of an increased usage
of genome sequencing data in cancer treatment. As for most of these patients, guideline …
of genome sequencing data in cancer treatment. As for most of these patients, guideline …
Disease classification: from phenotypic similarity to integrative genomics and beyond
MG Dozmorov - Briefings in bioinformatics, 2019 - academic.oup.com
A fundamental challenge of modern biomedical research is understanding how diseases
that are similar on the phenotypic level are similar on the molecular level. Integration of …
that are similar on the phenotypic level are similar on the molecular level. Integration of …
Implementation and clinical adoption of precision oncology workflows across a healthcare network
D Dias-Santagata, RS Heist, AZ Bard… - The …, 2022 - academic.oup.com
Background Precision oncology relies on molecular diagnostics, and the value-proposition
of modern healthcare networks promises a higher standard of care across partner sites. We …
of modern healthcare networks promises a higher standard of care across partner sites. We …
Clinical inflection point detection on the basis of EHR data to identify clinical trial–ready patients with cancer
PURPOSE To inform precision oncology, methods are needed to use electronic health
records (EHRs) to identify patients with cancer who are experiencing clinical inflection …
records (EHRs) to identify patients with cancer who are experiencing clinical inflection …