This document provides information on assessing the cardiovascular system. It begins with an introduction on the importance of cardiovascular assessment by nurses. It then covers anatomy and physiology of the heart, including the valves and blood circulation. Physical examination techniques are outlined, including inspection, palpation, percussion and auscultation. Common abnormalities that may be found on assessment are listed. Finally, additional investigation methods are mentioned, such as electrocardiograms, blood tests and cardiac imaging.
Cardiovascular assessment and diagnostic proceduresANILKUMAR BR
Cardiovascular disease is the leading killer for both men and women among all racial and ethnic groups in the world wide.
According to the Centers for Disease Control (CDC) studies among coronary heart disease (CAD) patients, 90% of patients have had prior exposure to at least one heart disease risk factor that contributed to their disease.
Cardiovascular assessment and diagnostic proceduresANILKUMAR BR
Cardiovascular disease is the leading killer for both men and women among all racial and ethnic groups in the world wide.
According to the Centers for Disease Control (CDC) studies among coronary heart disease (CAD) patients, 90% of patients have had prior exposure to at least one heart disease risk factor that contributed to their disease.
continuous or intermittent monitoring of heart activity, generally by electrocardiography, with assessment of the patient's condition relative to their cardiac rhythm.
continuous or intermittent monitoring of heart activity, generally by electrocardiography, with assessment of the patient's condition relative to their cardiac rhythm.
Heart failure, sometimes known as congestive heart failure, occurs when your heart muscle doesn't pump blood as well as it should. Certain conditions, such as narrowed arteries in your heart (coronary artery disease) or high blood pressure, gradually leave your heart too weak or stiff to fill and pump efficiently.
Basic Life Support, or BLS, generally refers to the type of care that first-responders, healthcare providers and public safety professionals provide to anyone who is experiencing cardiac arrest, respiratory distress or an obstructed airway.
Cardiac myopathy is a heart-related disorder. many types are there in cardiomyopathy .4 types of CMP is hypertrophic CMP, dilated CMP, restrictive CMP, stress CMP. causes of this are node related problem,ischemic condion of the heart .symptoms to this is chest pain breathlessness, edema like cardiacfailure will happen at last . manage mesvn t like betablockers , ace inhibitors doamine .dobutamine, and diuretics should be given to the patient .surgical manage meant is septal ablation, and heart transplantation should be given to the patient
Heart muscle disease, is a type of progressive heart disease in which the heart is abnormally enlarged, thickened, and/or stiffened. As a result, the heart muscle's ability to pump blood is less efficient, often causing heart failure and the backup of blood into the lungs or rest of the body.
Hey, these are the slides me n my friends made... Use them if u want to... for viewing the videos used click on the links given ahead.
http://www.youtube.com/watch?v=jzOti_MtmBk
http://www.youtube.com/watch?v=N9MARqmqSf4
http://www.youtube.com/watch?v=yokcKhqq48c
http://www.youtube.com/watch?v=rJZVFRJmc9M
Pulmonary Thromboembolism - etilogy, types, medical- Surgical and nursing man...VarunMahajani
Disruption of blood supply to lung alveoli due to blockage of one or more pulmonary blood vessels is called as Pulmonary thromboembolism. In this presentation we will discuss its causes, types and its management in depth.
Factory Supply Best Quality Pmk Oil CAS 28578–16–7 PMK Powder in Stockrebeccabio
Factory Supply Best Quality Pmk Oil CAS 28578–16–7 PMK Powder in Stock
Telegram: bmksupplier
signal: +85264872720
threema: TUD4A6YC
You can contact me on Telegram or Threema
Communicate promptly and reply
Free of customs clearance, Double Clearance 100% pass delivery to USA, Canada, Spain, Germany, Netherland, Poland, Italy, Sweden, UK, Czech Republic, Australia, Mexico, Russia, Ukraine, Kazakhstan.Door to door service
Hot Selling Organic intermediates
New Directions in Targeted Therapeutic Approaches for Older Adults With Mantl...i3 Health
i3 Health is pleased to make the speaker slides from this activity available for use as a non-accredited self-study or teaching resource.
This slide deck presented by Dr. Kami Maddocks, Professor-Clinical in the Division of Hematology and
Associate Division Director for Ambulatory Operations
The Ohio State University Comprehensive Cancer Center, will provide insight into new directions in targeted therapeutic approaches for older adults with mantle cell lymphoma.
STATEMENT OF NEED
Mantle cell lymphoma (MCL) is a rare, aggressive B-cell non-Hodgkin lymphoma (NHL) accounting for 5% to 7% of all lymphomas. Its prognosis ranges from indolent disease that does not require treatment for years to very aggressive disease, which is associated with poor survival (Silkenstedt et al, 2021). Typically, MCL is diagnosed at advanced stage and in older patients who cannot tolerate intensive therapy (NCCN, 2022). Although recent advances have slightly increased remission rates, recurrence and relapse remain very common, leading to a median overall survival between 3 and 6 years (LLS, 2021). Though there are several effective options, progress is still needed towards establishing an accepted frontline approach for MCL (Castellino et al, 2022). Treatment selection and management of MCL are complicated by the heterogeneity of prognosis, advanced age and comorbidities of patients, and lack of an established standard approach for treatment, making it vital that clinicians be familiar with the latest research and advances in this area. In this activity chaired by Michael Wang, MD, Professor in the Department of Lymphoma & Myeloma at MD Anderson Cancer Center, expert faculty will discuss prognostic factors informing treatment, the promising results of recent trials in new therapeutic approaches, and the implications of treatment resistance in therapeutic selection for MCL.
Target Audience
Hematology/oncology fellows, attending faculty, and other health care professionals involved in the treatment of patients with mantle cell lymphoma (MCL).
Learning Objectives
1.) Identify clinical and biological prognostic factors that can guide treatment decision making for older adults with MCL
2.) Evaluate emerging data on targeted therapeutic approaches for treatment-naive and relapsed/refractory MCL and their applicability to older adults
3.) Assess mechanisms of resistance to targeted therapies for MCL and their implications for treatment selection
These simplified slides by Dr. Sidra Arshad present an overview of the non-respiratory functions of the respiratory tract.
Learning objectives:
1. Enlist the non-respiratory functions of the respiratory tract
2. Briefly explain how these functions are carried out
3. Discuss the significance of dead space
4. Differentiate between minute ventilation and alveolar ventilation
5. Describe the cough and sneeze reflexes
Study Resources:
1. Chapter 39, Guyton and Hall Textbook of Medical Physiology, 14th edition
2. Chapter 34, Ganong’s Review of Medical Physiology, 26th edition
3. Chapter 17, Human Physiology by Lauralee Sherwood, 9th edition
4. Non-respiratory functions of the lungs https://academic.oup.com/bjaed/article/13/3/98/278874
Report Back from SGO 2024: What’s the Latest in Cervical Cancer?bkling
Are you curious about what’s new in cervical cancer research or unsure what the findings mean? Join Dr. Emily Ko, a gynecologic oncologist at Penn Medicine, to learn about the latest updates from the Society of Gynecologic Oncology (SGO) 2024 Annual Meeting on Women’s Cancer. Dr. Ko will discuss what the research presented at the conference means for you and answer your questions about the new developments.
Title: Sense of Smell
Presenter: Dr. Faiza, Assistant Professor of Physiology
Qualifications:
MBBS (Best Graduate, AIMC Lahore)
FCPS Physiology
ICMT, CHPE, DHPE (STMU)
MPH (GC University, Faisalabad)
MBA (Virtual University of Pakistan)
Learning Objectives:
Describe the primary categories of smells and the concept of odor blindness.
Explain the structure and location of the olfactory membrane and mucosa, including the types and roles of cells involved in olfaction.
Describe the pathway and mechanisms of olfactory signal transmission from the olfactory receptors to the brain.
Illustrate the biochemical cascade triggered by odorant binding to olfactory receptors, including the role of G-proteins and second messengers in generating an action potential.
Identify different types of olfactory disorders such as anosmia, hyposmia, hyperosmia, and dysosmia, including their potential causes.
Key Topics:
Olfactory Genes:
3% of the human genome accounts for olfactory genes.
400 genes for odorant receptors.
Olfactory Membrane:
Located in the superior part of the nasal cavity.
Medially: Folds downward along the superior septum.
Laterally: Folds over the superior turbinate and upper surface of the middle turbinate.
Total surface area: 5-10 square centimeters.
Olfactory Mucosa:
Olfactory Cells: Bipolar nerve cells derived from the CNS (100 million), with 4-25 olfactory cilia per cell.
Sustentacular Cells: Produce mucus and maintain ionic and molecular environment.
Basal Cells: Replace worn-out olfactory cells with an average lifespan of 1-2 months.
Bowman’s Gland: Secretes mucus.
Stimulation of Olfactory Cells:
Odorant dissolves in mucus and attaches to receptors on olfactory cilia.
Involves a cascade effect through G-proteins and second messengers, leading to depolarization and action potential generation in the olfactory nerve.
Quality of a Good Odorant:
Small (3-20 Carbon atoms), volatile, water-soluble, and lipid-soluble.
Facilitated by odorant-binding proteins in mucus.
Membrane Potential and Action Potential:
Resting membrane potential: -55mV.
Action potential frequency in the olfactory nerve increases with odorant strength.
Adaptation Towards the Sense of Smell:
Rapid adaptation within the first second, with further slow adaptation.
Psychological adaptation greater than receptor adaptation, involving feedback inhibition from the central nervous system.
Primary Sensations of Smell:
Camphoraceous, Musky, Floral, Pepperminty, Ethereal, Pungent, Putrid.
Odor Detection Threshold:
Examples: Hydrogen sulfide (0.0005 ppm), Methyl-mercaptan (0.002 ppm).
Some toxic substances are odorless at lethal concentrations.
Characteristics of Smell:
Odor blindness for single substances due to lack of appropriate receptor protein.
Behavioral and emotional influences of smell.
Transmission of Olfactory Signals:
From olfactory cells to glomeruli in the olfactory bulb, involving lateral inhibition.
Primitive, less old, and new olfactory systems with different path
These lecture slides, by Dr Sidra Arshad, offer a quick overview of physiological basis of a normal electrocardiogram.
Learning objectives:
1. Define an electrocardiogram (ECG) and electrocardiography
2. Describe how dipoles generated by the heart produce the waveforms of the ECG
3. Describe the components of a normal electrocardiogram of a typical bipolar leads (limb II)
4. Differentiate between intervals and segments
5. Enlist some common indications for obtaining an ECG
Study Resources:
1. Chapter 11, Guyton and Hall Textbook of Medical Physiology, 14th edition
2. Chapter 9, Human Physiology - From Cells to Systems, Lauralee Sherwood, 9th edition
3. Chapter 29, Ganong’s Review of Medical Physiology, 26th edition
4. Electrocardiogram, StatPearls - https://www.ncbi.nlm.nih.gov/books/NBK549803/
5. ECG in Medical Practice by ABM Abdullah, 4th edition
6. ECG Basics, http://www.nataliescasebook.com/tag/e-c-g-basics
Tom Selleck Health: A Comprehensive Look at the Iconic Actor’s Wellness Journeygreendigital
Tom Selleck, an enduring figure in Hollywood. has captivated audiences for decades with his rugged charm, iconic moustache. and memorable roles in television and film. From his breakout role as Thomas Magnum in Magnum P.I. to his current portrayal of Frank Reagan in Blue Bloods. Selleck's career has spanned over 50 years. But beyond his professional achievements. fans have often been curious about Tom Selleck Health. especially as he has aged in the public eye.
Follow us on: Pinterest
Introduction
Many have been interested in Tom Selleck health. not only because of his enduring presence on screen but also because of the challenges. and lifestyle choices he has faced and made over the years. This article delves into the various aspects of Tom Selleck health. exploring his fitness regimen, diet, mental health. and the challenges he has encountered as he ages. We'll look at how he maintains his well-being. the health issues he has faced, and his approach to ageing .
Early Life and Career
Childhood and Athletic Beginnings
Tom Selleck was born on January 29, 1945, in Detroit, Michigan, and grew up in Sherman Oaks, California. From an early age, he was involved in sports, particularly basketball. which played a significant role in his physical development. His athletic pursuits continued into college. where he attended the University of Southern California (USC) on a basketball scholarship. This early involvement in sports laid a strong foundation for his physical health and disciplined lifestyle.
Transition to Acting
Selleck's transition from an athlete to an actor came with its physical demands. His first significant role in "Magnum P.I." required him to perform various stunts and maintain a fit appearance. This role, which he played from 1980 to 1988. necessitated a rigorous fitness routine to meet the show's demands. setting the stage for his long-term commitment to health and wellness.
Fitness Regimen
Workout Routine
Tom Selleck health and fitness regimen has evolved. adapting to his changing roles and age. During his "Magnum, P.I." days. Selleck's workouts were intense and focused on building and maintaining muscle mass. His routine included weightlifting, cardiovascular exercises. and specific training for the stunts he performed on the show.
Selleck adjusted his fitness routine as he aged to suit his body's needs. Today, his workouts focus on maintaining flexibility, strength, and cardiovascular health. He incorporates low-impact exercises such as swimming, walking, and light weightlifting. This balanced approach helps him stay fit without putting undue strain on his joints and muscles.
Importance of Flexibility and Mobility
In recent years, Selleck has emphasized the importance of flexibility and mobility in his fitness regimen. Understanding the natural decline in muscle mass and joint flexibility with age. he includes stretching and yoga in his routine. These practices help prevent injuries, improve posture, and maintain mobilit
Anti ulcer drugs and their Advance pharmacology ||
Anti-ulcer drugs are medications used to prevent and treat ulcers in the stomach and upper part of the small intestine (duodenal ulcers). These ulcers are often caused by an imbalance between stomach acid and the mucosal lining, which protects the stomach lining.
||Scope: Overview of various classes of anti-ulcer drugs, their mechanisms of action, indications, side effects, and clinical considerations.
2. INTRODUCTION
Assessment of the cardiovascular
system is one of the most
important areas of the nurse’s
daily patient assessment. Report y
findings as clearly as possible.
Charting results clearly is essential
for others to be able to assess the
problem, and good documentation
is also essential for the treatment
of the patient as well as for the
nursing care.
4. VALVES OF
THE
HEART
Tricuspid –
Directs the
flow of blood
from the right
atrium to the
left ventricle.
Mitral Valve –
Directs the
flow of blood
from the left
atrium to the
left ventricle.
Pulmonic
(semilunar) –
Lies between
the right
ventricle and
the pulmonary
artery.
Aortic Valve
(semilunar) –
Lies between
the left
ventricle and
the aortic
artery.
5. CIRCULATION
IN THE HEART
1. Blood flows from the body into the right
atrium.Blood flows through the right atrium
into the right ventricle.
2. The right ventricle pumps the blood to the
lungs, where the blood releases waste gases
and picks up oxygen
3.The newly oxygen-rich blood returns to
the heart and enters the left atrium.
4.Blood flows through the left atrium into
the left ventricle.
5.The left ventricle pumps the oxygen-rich
blood to all parts of the body.
6. FUNCTIONS OF THE
HEART
•Pumps blood to tissues to supply O2 &
nutrients.
•Remove CO2 & metabolic wastes.
•Regulation of body temperature, fluid pH, and
water content of cells.
•Transport of nutrients, oxygen, and hormones
to cells throughout the body and removal of
metabolic wastes (carbon dioxide, nitrogenous
wastes).
•Protection of the body by white blood cells,
antibodies, and complement proteins that
circulate in the blood and defend the body
against foreign microbes and toxins.
•Clotting mechanisms are also present that
protect the body from blood loss after injuries.
7. ASSESSMENT OF
CARDIOVASCULAR SYSTEM
HEALTH HISTORY-The purpose of the
cardiovascular health history is to
provide information about patient’s
cardiovascular disease and how they
developed. A complete
cardiovascular history will give
indications to potential or underlying
cardiovascular illnesses or disease
states.
8. PAST
HEALTH
HISTORY
It is important to ask
questions about patient’s
past health history. The past
health history should elicit
information about the
following issues:
hypertension, elevated blood
cholesterol or triglycerides,
heart murmurs, congenital
heart disease, rheumatic
fever or unexplained joint
pains.
10. CARDIOVASCULAR
ASSESSMENT
Cardiovascular examination is a central
tool for assessing the cardiovascular
system. Examination includes assessment
of vital signs and jugular venous pulse,
chest inspection and palpation, and, most
importantly, auscultation of the heart. For
specific auscultatory findings in valvular
heart disease, see auscultation in valvular
defects. For specific auscultatory findings
of heart defects, see congenital heart
defects.
11. ARTICLES TO
BE USED
DURING
ASSESSMENT
A DOUBLE-
HEADED,
DOUBLE-
LUMEN
STETHOSCOPE
A BLOOD
PRESSURE
CUFF
A MOVEABLE
LIGHT SOURCE
OR PEN LIGHT
SPHYGMOMANO
METER
MEASURE TAP WRIST WATCH
AND PEN
13. GENERAL
•Body Build (obesity or
wasting); shortness of
breath; difficulty in
talking; note whether
they look ill.
• Look for pallor,
jaundice, sweatiness and
clamminess, and for
xanthelasma around the
eyes.
14. EYES
The presence of yellowish
plaques on the eyelids
(xanthelasma) could Indicate
hyperlipoproteinemia, a
risk factor for hypertension as
well as
arteriolosclerosis
15. SKIN
Clubbing
The presence of clubbing
(broadening of
the extremities of the digits,
accompanied by nails which are
abnormally curved and
shiny) indicates chronic poor oxygen
perfusion to the distal tissues of the
hand and feet.
16. CYANOSIS
The presence of
cyanosis (bluish
colour) also
denotes
chronic poor
oxygen
delivery to the
peripheral tissues
of
the hands and
feet.
17. XANTHOMAS
The presence of
yellowish plaques
under the skin
(noneruptive)
excoriated
through the skin
(eruptive) could
indicate
hyperlipoproteinemi
a, a risk factor for
hypertension as well
as arteriolosclerosis
18. EDEMA
The presence of edema
(tissue swelling) can be
caused by several
factors, although most
commonly is associated
with decreased cardiac
function leading to
decreased capillary
flow.
19. OSLER NODES
Osler's nodes are
painful, red, raised
lesions found on
the hands and feet.
They are associated
with a number of
conditions,
including infective
endocarditis, and
are caused by
immune complex
deposition.
23. INSPECTION
ABNORMALITY IN THE SHAPE OF
CHEST
PECTUS EXCAVATUM is a structural
deformity of the anterior thoracic
wall in which the sternum and rib
cage are shaped abnormally. This
produces a caved-in or sunken
appearance of the chest. It can either
be present at birth or develop after
puberty.
24. PECTUS
CRANIATUM
PECTUS CARINATUM is a
rare chest wall deformity
that causes the
breastbone to push
outward instead of being
flush against the chest. It
is also known as pigeon
chest or keel chest.
25. CHECK
THE LEVEL
OF THE
JUGULAR
VENOUS
PRESSURE
STEPS FOR EXAMINATION-
Raise the head of the bed or examining
table to 30°
Turn the patient’s head gently to the
left.
Identify the topmost point of the
flickering venous pulsations.
Place a centimeter ruler upright on the
sternal angle.
Place a card or tongue blade
horizontally from the top of the JVP to
the ruler, making a right angle.
Measure the distance above the
sternal angle in centimeters: a 3- to 4-
centimeter elevation is normal.
29. Palpate to the left of
the sternum to
ascertain whether
the hand visibly lifts
with each ventricular
contraction. Place the
heel of the right hand
with the fingers
pointing upwards
over the precordium
to the left of the
sternum . In normal
circumstances the
movement related to
respirations will be
felt.
30. PALPATION OF THE
CAROTID PULSES
Keep the
patient’s head
elevated to 30°.
Place your
index and
middle fingers
on the right
then the left
carotid arteries,
and palpate the
carotid
upstroke
31. CHEST PERCUSSION
Normally only the left
border of heart can be
detected by
percussion. It extends
from the sternum to
mid clavicular line in
the third to fifth inter
costal space. The right
border lies under the
right margin of the
sternum and is not
detectable.Enlargemen
t of the heart too
either the left or right
usually can be noted.
41. It includes
Blood tests-
Troponin-Contractile protein that
are released after an MI. Both
troponin T and troponin I are
highly specific to cardiac tissue.
below 0.04 ng/ml. Probable heart
attack: above 0.40 ng/ml.
CK-MB-Cardiospecific isoenzyme
is released in the presence of
myocardial tissue injury
.Concentration >4%-6% of total
creatine kinase (CK) are highly
indicative of MI.Serum levels
increase within 4-6hr after MI
42. Myoglobin-Low molecular-
weight protein that is 99%-
100% sensitive for myocardial
injury.Serum concentration
rises 30-60 min after MI.
Reference interval-
Male-15.2-91.2mcg/L
Female-11.1-57.5mcg/L
43. SERUM LIPIDS
It includes-
Cholesterol-A blood lipid.Elevated cholesterol is
considered a risk factor for cardiovascular heart
disease.
Reference level- <200mg/dl
Triglycerides-Mixtures of fatty acids.Elevations are
associated with cardiovascular disease and diabetes.
Reference level-<150mg/dl
44. Lipoprotein (HDL,LDL)-Electrophoresis is done to
separate lipoproteins into HDL and LDL.There are
marked day to day fluctuates in serum lipid levels.More
than one determination is needed for accurate
diagnosis and treatment.
Reference level-
HDL-Male>40mg/dl
Female>50mg/dl
45. LDL- cholesterol levels should be less than 100 mg/dL.
Levels of 100 to 129 mg/dL are acceptable for people
with no health issues but may be of more concern for
those with heart disease or heart disease risk factors. A
reading of 130 to 159 mg/dL is borderline high and 160
to 189 mg/dL is high
51. In atrial flutter, the atria
beat regularly, but faster
than usual and more often
than the ventricles, it may
have four atrial beats to
every one ventricular beat.
52.
53. Ventricular tachycardia is a
very fast heart rhythm that
begins in the ventricles. ...
Ventricular tachycardia is a
pulse of more than 100 beats
per minute with at least three
irregular heartbeats in a row. It
is caused by a malfunction in
the heart's electrical system.
54.
55. Ventricular fibrillation is a
heart rhythm problem that
occurs when the heart
beats with rapid, erratic
electrical impulses. This
causes pumping chambers
in heart (the ventricles) to
quiver uselessly, instead of
pumping blood.
56.
57. Myocardial infarction: A heart
attack. Abbreviated MI. The
term "myocardial infarction"
focuses on the myocardium
(the heart muscle) and the
changes that occur in it due to
the sudden deprivation of
circulating blood. The main
change is necrosis (death) of
myocardial tissue.
58. ABNORMALITY
Summation Gallop
A summation gallop is produced when S3 & S4
merge into one sound. It often occurs at rates
greater than 100 beats per minute. It may occur
in heart failure and pericarditis.Summation
gallops occur in 15% of all myocardial infarctions.
Opening Snap
At the end of ventricular systole, when the aortic
and pulmonic valves close, S2 is produced
Immediately after S2, the heart relaxes, and
ventricular pressure falls below that of atrial
pressure. This allows the atrioventricular valves
to open. This is the start of diastole.
59. Ejection Click
Similar to an opening snap, an ejection click is caused by
stenotic valve leaflets.This sound is produced when the
aortic or pulmonic valves open at the beginning of systole. It
is a brief high frequency sound best heard with the
diaphragm over the aortic or pulmonary artery or Erb’s
point, or near the apex over the mitral area.
Mid-systolic Click
A mid-systolic click occurs when the mitral valve’s leaflets
and cordae tendenae tense. The anterior or posterior or
both leaflets can prolapse. Every once in a while multiple
clicks occur. They are heard in mid to late systole. They are
best heard over the tricuspid area and towards the mitral
area.
60.
61. Pericardial Friction Rub
A pericardial friction rub is usually heard best and is
sometimes palpable over the tricuspid and xyphoid areas. It
occurs when inflamed pericardial surfaces rub together.
Murmurs
A murmur is an abnormal heart sound caused by turbulent
blood flow. The sound may indicate that blood is flowing
through a damaged or overworked heart valve, that there
may be a hole in one of the heart's walls, or that there is a
narrowing in one of the heart's vessels.
Some heart murmurs are a harmless type called innocent
heart murmurs which are common in children and usually
do not require treatment.
62.
63.
64. RESEARCH ARTICLE
A low-cost machine learning-based cardiovascular/stroke risk
assessment system: integration of conventional factors with
image phenotypes
Methods:
The ML-based algorithm consists of an offline and online system.
The offline system extracts 47 features which comprised of 13
CRF and 34 CUSIP. Principal component analysis (PCA) was used
to select the most significant features. These offline features
were then trained using the event-equivalent gold standard
(consisting of percentage stenosis) using a random forest (RF)
classifier framework to generate training coefficients. The online
system then transforms the PCA-based test features using offline
trained coefficients to predict the risk labels on test subjects. The
above ML system determines the area under the curve (AUC)
using a 10-fold cross-validation paradigm. The above system so-
called “AtheroRisk-Integrated” was compared against
“AtheroRisk-Conventional”, where only 13 CRF were considered
in a feature set
65. Conclusions: ML-based integrated model with the
event-equivalent gold standard as percentage
stenosis is powerful and offers low cost and high
performance CV/stroke risk assessment
66. Cardiovascular disease risk factors in relation to
smoking behaviour and history: a population-based
cohort study
Objective-
To investigate how individual risk factors for
cardiovascular disease (CVD) (blood pressure, lipid
levels, body mass index, waist and hip circumference,
use of antihypertensive or hypolipidemic medication,
and diagnosed diabetes) differ in people aged 46
years with different smoking behaviour and history
67. Conclusions-
The effect of past or present smoking on individual
CVD risk parameters such as blood pressure and
cholesterol seems to be of clinically minor
significance in people aged 46 years. In other words,
smoking seems to be above all an independent risk
factor for CVD in the working-age population.
Quitting smoking in working age may thus reduce
calculated CVD risk nearly to the same level with
people who have never smoked.