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Related Concept Videos

Treatment Resistent Cancers02:56

Treatment Resistent Cancers

Cancer is the second leading cause of death in the United States. A cancer cell is genetically unstable and hence can mutate faster. They can also modify their microenvironment and escape immune surveillance. The difficulties in treating cancer are further compounded by the emergence of rapid resistance to anticancer drugs. The most common ways to attain resistance in cancer cells include alteration in drug transport and metabolism, modification of drug target, elevated DNA damage response, or...
Treatment Resistant Cancers02:56

Treatment Resistant Cancers

Cancer is the second leading cause of death in the United States. A cancer cell is genetically unstable and hence can mutate faster. They can also modify their microenvironment and escape immune surveillance. The difficulties in treating cancer are further compounded by the emergence of rapid resistance to anticancer drugs. The most common ways to attain resistance in cancer cells include alteration in drug transport and metabolism, modification of drug target, elevated DNA damage response, or...
Cancer Therapies02:49

Cancer Therapies

Cancer therapies are various modes of treatment, such as surgery, radiation therapy, and chemotherapy that are administered to cancer patients.
However, cancer treatments can pose several challenges, as therapies used to kill cancer cells are generally also toxic to normal cells. Moreover, cancer cells mutate rapidly and can develop resistance to chemical agents or radiation therapy. Besides, all types of cancer cells may not respond to the same therapy. Some cancer cells respond to one...
Cancer Therapies02:49

Cancer Therapies

Cancer therapies are various modes of treatment, such as surgery, radiation therapy, and chemotherapy that are administered to cancer patients.
However, cancer treatments can pose several challenges, as therapies used to kill cancer cells are generally also toxic to normal cells. Moreover, cancer cells mutate rapidly and can develop resistance to chemical agents or radiation therapy. Besides, all types of cancer cells may not respond to the same therapy. Some cancer cells respond to one...
Cancer Survival Analysis01:21

Cancer Survival Analysis

Cancer survival analysis focuses on quantifying and interpreting the time from a key starting point, such as diagnosis or the initiation of treatment, to a specific endpoint, such as remission or death. This analysis provides critical insights into treatment effectiveness and factors that influence patient outcomes, helping to shape clinical decisions and guide prognostic evaluations. A cornerstone of oncology research, survival analysis tackles the challenges of skewed, non-normally...
Nursing Clinical Information System01:27

Nursing Clinical Information System

Nursing Clinical Information System (NCIS)
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:

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Related Experiment Video

Updated: Jun 11, 2026

Radiation Planning Assistant - A Web-based Tool to Support High-quality Radiotherapy in Clinics with Limited Resources
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Radiation Planning Assistant - A Web-based Tool to Support High-quality Radiotherapy in Clinics with Limited Resources

Published on: October 6, 2023

Rapid-learning system for cancer care.

Amy P Abernethy1, Lynn M Etheredge, Patricia A Ganz

  • 1Duke Comprehensive Cancer CenteR, Duke University Medical Center, Box 3436, Durham, NC 27710, USA. amy.abernethy@duke.edu

Journal of Clinical Oncology : Official Journal of the American Society of Clinical Oncology
|June 30, 2010
PubMed
Summary
This summary is machine-generated.

Rapid-learning health care uses real-time data to advance cancer treatment evidence. This approach integrates technology and patient care for improved outcomes.

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Area of Science:

  • Oncology
  • Health Services Research
  • Health Informatics

Background:

  • National efforts focus on enhancing cancer treatment evidence and application.
  • Investments in health IT, comparative effectiveness, and personalized medicine drive progress.
  • Rapid-learning health care emerges as an integrated approach to improve healthcare.

Framework:

  • Rapid-learning health care utilizes real-time clinical data for scientific discovery.
  • This model integrates patient care with evidence generation.
  • The framework aims to transform healthcare through data-driven insights.

Implementation:

  • A workshop explored elements of a rapid-learning system for cancer care.
  • Key components include registries, databases, and health information technology.
  • Patient engagement, decision support, and culture change are crucial for implementation.

Implications:

  • The rapid-learning model has significant potential for oncology.
  • It supports evidence-driven practice in cancer care.
  • The initiative aims to translate vision into actionable strategies for cancer care improvement.