Identifying Patient Populations

Start Date: 07/05/2020

Course Type: Common Course

Course Link: https://www.coursera.org/learn/computational-phenotyping

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About Course

This course teaches you the fundamentals of computational phenotyping, a biomedical informatics method for identifying patient populations. In this course you will learn how different clinical data types perform when trying to identify patients with a particular disease or trait. You will also learn how to program different data manipulations and combinations to increase the complexity and improve the performance of your algorithms. Finally, you will have a chance to put your skills to the test with a real-world practical application where you develop a computational phenotyping algorithm to identify patients who have hypertension. You will complete this work using a real clinical data set while using a free, online computational environment for data science hosted by our Industry Partner Google Cloud.

Course Syllabus

Introduction: Identifying Patient Populations
Tools: Clinical Data Types
Techniques: Data Manipulations and Combinations
Techniques: Algorithm Selection and Portability

Deep Learning Specialization on Coursera

Course Introduction

Identifying Patient Populations Understanding Health Care Decision-Making Identifying Health Care Resources Identifying the Optimal Patient Population Size for a Procedure or Intervention English for Beginners Welcome to English for beginners! This is a great course for anyone who is interested in learning more English. It will teach you the grammar, vocabulary, and basic health care terminology that you need in order to understand the culture of American English. You will start the course with an overview of the United States health care system, and then move to the types of health care delivery systems in the US and how they are structured. You will learn about the role of culture in health care, and how that varies by region. You will explore the basic concepts of the language, and begin to practice the language skills necessary to communicate well in the health care environment. You will then move to the types of procedures and procedures and how they are structured. You will learn about the role of body language and tone of voice in health care. This course is ideal for learners from any background, including those who are deaf or hard of hearing. It is also ideal for learners who have never used English before, or who have limited English vocabulary or English speaking skills. The course is suitable for learners who have taken all of the preceding courses in this specialization, and who want to learn more about English grammar and pronunciation. We hope that you will enjoy the course!Health Care in America

Course Tag

Related Wiki Topic

Article Example
Patient-centered outcomes Patient-centered outcomes research was mandated by Section 6301 of the United States Patient Protection and Affordable Care Act, which established the private, nonprofit Patient-Centered Outcomes Research Institute to set a national agenda for identifying priorities in patient-centered outcomes research that will help healthcare providers and payers make informed decisions about how to treat patients effectively without wasteful overspending.
Patient safety These systems' basic security measures are based on sound identifying electronic tags, in order that the patient details provided in different situations are always reliable. These systems offer three differently qualified options:
Patient A day patient or (day-patient) is a patient who is using the full range of services of a hospital or clinic but is not expected to stay the night. The term was originally used by psychiatric hospital services using of this patient type to care for people needing support to make the transition from in-patient to out-patient care. However, the term is now also heavily used for people attending hospitals for day surgery.
Patient safety Any of these options may be applied whenever and wherever patient details are required in electronic form Such identifying is essential when the information concerned is critical. There are increasing numbers of hospitals that have an RFID system to identify patients, for instance: Hospital La Fe in Valencia(Spain); Wayne Memorial Hospital (US); Royal Alexandria Hospital (UK).
Patient registration The first attempts, based on the identification of anatomical landmarks were made by Caversaccio and Zulliger. The method was based on identifying certain antropometrical points and other anatomical landmarks on the skull, in correlation with the CT registration. But the landmarks cannot be exactly pointed out and reproduced during patient dataset registration and surgery, therefore the method is not precise enough.
Patient A patient is any recipient of health care services. The patient is most often ill or injured and in need of treatment by a advanced practice registered nurse, physiotherapist, physician, physician assistant, psychologist, podiatrist, veterinarian, or other health care provider.
Patient experience Patient experience is akin to patient satisfaction.
Patient portal Portal applications for individual practices typically exist in tandem with patient portals, allowing access to patient information and records, as well as schedules, payments, and messages from patients. Most patient portals require the practice to have some type of electronic medical record or patient management system, as the patient data needs to be stored in a data repository then retrieved by the patient portal.
Patient In veterinary medicine, the client is the owner or guardian of the patient. These may be used by governmental agencies, insurance companies, patient groups, or health care facilities. Individuals who use or have used psychiatric services may alternatively refer to themselves as consumers, users, or survivors.
Patient experience Patient-reported experience measures (PREMs) are, akin to patient-reported outcome measures (PROMs), questionnaires completed by the patient to assess their experience. These include:
Patient One important way in which patients can be put at the centre of healthcare is for health services to be more open about patient complaints. Each year many hundreds of thousands of patients complain about the care they have received, and these complaints contain valuable information for any health services which want to learn and improve patient experience
Patient In nursing homes and assisted living facilities, the term resident is generally used in lieu of "patient", but it is common for staff members at such a facility to use the term "patient" in reference to residents. Similarly, those receiving home health care are called "clients".
Patient The doctor-patient relationship has sometimes been characterized as silencing the voice of patients. It is now widely agreed that putting patients at the centre of healthcare, by trying to provide a consistent, informative and respectful service to patients, will improve both outcomes and patient satisfaction.
Simulated patient In health care, a simulated patient (SP), also known as a standardized patient, sample patient , or patient instructor, is an individual trained to act as a real patient in order to simulate a set of symptoms or problems. Simulated patients have been successfully utilized for education, evaluation of health care professionals, basic, applied and translational medical research.
Patient experience The patient experience describes an individual's experience of how healthcare treats them. Increasing focus on patient experience is part of a move towards patient-centered care. It is often operationalised through metrics, a trend related to consumerism and New Managerialism.
Patient recruitment Patient recruitment includes a variety of services—typically performed by a Patient Recruitment Service Provider—to increase enrollment into clinical trials. Presently, the patient recruitment industry is claimed to total $5.9 billion per year.
Patient participation Previous research has demonstrated that increased patient-centered behavior by physicians leads to greater compliance of patients' at-home medical care, such as taking pills. It is important to note that generally, physicians engage in more patient-centered communication when they speaking with high participation patients rather than with low participation patients. However, when a patient sees a physician of the same race, the patient perceives that physician as involving the patient more than a physician of a different race.
Patient portal The major shortcoming of most patient portals is their linkage to a single health organization. If a patient uses more than one organization for healthcare, the patient normally needs to log on to each organization’s portal to access information. This results in a fragmented view of individual patient data.
Patient advocacy Patient advocacy is an area of specialization in health care concerned with advocacy for patients, survivors, and carers. The patient advocate may be an individual or an organization, often, though not always, concerned with one specific group of disorders. The terms patient advocate and patient advocacy can refer both to individual advocates providing services that organizations also provide, and to organizations whose functions extend to individual patients. Some patient advocates work for the institutions that are directly responsible for the patient's care.
Mobile Patient Diary Mobile phone applications can be used as an innovative solution that allows the clinical and research fraternity to get access to patient information in real time and thereby make important decisions with respect to the ongoing trial. Using mobile phones as patient diaries could play an important role to ensure that the patients enrolled in a clinical trial are compliant to their assessment filling regimens, by sending timely and scheduled alerts and follow ups for filling up their assessments. Mobile technology also enables multiple languages and real time data capture to be inbuilt in the devices to cater to the growing global patient populations that participate in clinical and behavioral trials.