This document provides an overview of liver function tests and their use in diagnosing and monitoring liver diseases. It discusses the main metabolic functions of the liver, including synthesis of proteins and coagulation factors, excretion and detoxification, and bilirubin formation and excretion. Common liver function tests are described that assess hepatocyte damage, synthetic function, and excretory function, including measurements of bilirubin, albumin, aminotransferases, alkaline phosphatase, and gamma-glutamyl transferase. The diagnostic utility and interpretation of elevated results for these tests is explained. An algorithm is provided for using test results to differentiate hepatocellular from cholestatic disease. Two patient case examples are given
1.Detect presence of liver disease.
2.Distinguish among different types of liver diseases.
3.Estimate the extent of known liver damage.
4.Follow the response of treatment
the following document contains various diagnostic test for screening liver function. and interpretation of results, which may confirm the presence of a disease or disorder
INTERPRETATION OF COMMON BIOCHEMICAL TESTS INCLUDING LFT & RFT.pptxDr Debasish Mohapatra
Biochemical tests are commonly used in day-to-day practices for diagnosis of diseases. Liver function test and renal function tests are common tests done.
1.Detect presence of liver disease.
2.Distinguish among different types of liver diseases.
3.Estimate the extent of known liver damage.
4.Follow the response of treatment
the following document contains various diagnostic test for screening liver function. and interpretation of results, which may confirm the presence of a disease or disorder
INTERPRETATION OF COMMON BIOCHEMICAL TESTS INCLUDING LFT & RFT.pptxDr Debasish Mohapatra
Biochemical tests are commonly used in day-to-day practices for diagnosis of diseases. Liver function test and renal function tests are common tests done.
Liver function tests are recommended in the following situations
To check dage from liver infections (hepatitis)
To monitor the side effects of certain medications that affect liver
In alcohol consumers
If already have a liver disease , to monitor the disease
For gall bladder disease
Person experiencing symptoms of liver disorder
Liver function tests (LFT’s) are groups of laboratory blood assays designed to give information about the state of patients liver
They include
Liver enzymes (SGOT, SGPT, ALP, GGT etc.,)
Bilirubin(Direct and indirect)
Albumin
Prothrombin time / INR
Liver function tests (LFTs) are a group of blood tests that detect inflammation and damage to the liver.
They can also check how well the liver is working.
Many tests can be performed to check liver abnormalities are :
Serum bilirubin
Urine bilirubin
Serum alanine transaminase (ALT)
Serum aspartate transaminase (AST)
Serum alkaline phosphatase (ALP)
Serum total protein and albumin
Liver function tests are recommended in the following situations
To check dage from liver infections (hepatitis)
To monitor the side effects of certain medications that affect liver
In alcohol consumers
If already have a liver disease , to monitor the disease
For gall bladder disease
Person experiencing symptoms of liver disorder
Liver function tests (LFT’s) are groups of laboratory blood assays designed to give information about the state of patients liver
They include
Liver enzymes (SGOT, SGPT, ALP, GGT etc.,)
Bilirubin(Direct and indirect)
Albumin
Prothrombin time / INR
Liver function tests (LFTs) are a group of blood tests that detect inflammation and damage to the liver.
They can also check how well the liver is working.
Many tests can be performed to check liver abnormalities are :
Serum bilirubin
Urine bilirubin
Serum alanine transaminase (ALT)
Serum aspartate transaminase (AST)
Serum alkaline phosphatase (ALP)
Serum total protein and albumin
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
Data Centers - Striving Within A Narrow Range - Research Report - MCG - May 2...pchutichetpong
M Capital Group (“MCG”) expects to see demand and the changing evolution of supply, facilitated through institutional investment rotation out of offices and into work from home (“WFH”), while the ever-expanding need for data storage as global internet usage expands, with experts predicting 5.3 billion users by 2023. These market factors will be underpinned by technological changes, such as progressing cloud services and edge sites, allowing the industry to see strong expected annual growth of 13% over the next 4 years.
Whilst competitive headwinds remain, represented through the recent second bankruptcy filing of Sungard, which blames “COVID-19 and other macroeconomic trends including delayed customer spending decisions, insourcing and reductions in IT spending, energy inflation and reduction in demand for certain services”, the industry has seen key adjustments, where MCG believes that engineering cost management and technological innovation will be paramount to success.
MCG reports that the more favorable market conditions expected over the next few years, helped by the winding down of pandemic restrictions and a hybrid working environment will be driving market momentum forward. The continuous injection of capital by alternative investment firms, as well as the growing infrastructural investment from cloud service providers and social media companies, whose revenues are expected to grow over 3.6x larger by value in 2026, will likely help propel center provision and innovation. These factors paint a promising picture for the industry players that offset rising input costs and adapt to new technologies.
According to M Capital Group: “Specifically, the long-term cost-saving opportunities available from the rise of remote managing will likely aid value growth for the industry. Through margin optimization and further availability of capital for reinvestment, strong players will maintain their competitive foothold, while weaker players exit the market to balance supply and demand.”
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Round table discussion of vector databases, unstructured data, ai, big data, real-time, robots and Milvus.
A lively discussion with NJ Gen AI Meetup Lead, Prasad and Procure.FYI's Co-Found
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Discussion on Vector Databases, Unstructured Data and AI
https://www.meetup.com/unstructured-data-meetup-new-york/
This meetup is for people working in unstructured data. Speakers will come present about related topics such as vector databases, LLMs, and managing data at scale. The intended audience of this group includes roles like machine learning engineers, data scientists, data engineers, software engineers, and PMs.This meetup was formerly Milvus Meetup, and is sponsored by Zilliz maintainers of Milvus.
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
Show drafts
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Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
1. Diagnostic strategy in liver
diseases
Tikrit medical college
Department of Biochemistry
Prof. Dr.Nihad N. Hilal
M B Ch B , FIBMS
(chem.pathology)
2. Objectives:
we need to know
1. General metabolic functions of liver
2. Tests of Hepatic Function
3. Normal values
3. General metabolic functions
Synthetic functions:
Plasma protein, most coagulation factors,
primary bile acid, lipoprotein.
Excretion and detoxification:
Cholesterol, amino acids, steroid hormones,
many drugs and toxins.
Formation and excretion of bilirubin :
Normal functional liver cells, normal blood
flow through the liver, patent biliary ducts
4. Biochemical tests of liver disease
to assess:
Hepatocyte damage
Hepatic synthetic function
Hepatic excretory function
5. Liver function tests are useful in:
- detecting
- diagnosing
- evaluating severity
- monitoring therapy
- and dysfunction.
They are also useful in directing
further diagnostic workup.
6. They array of tests useful for these
purposes include measurement :
serum level of total bilirubin , protein ,
and albumin levels
and the activity of enzymes such as the
aminotransferase (AST and ALT ) ,
ALP , lactate dehydrogenase ( LD ) ,
and y- glutamyltransferase ( GGT ).
7. Utility
Test
Diagnosing Jaundice, modest
correlation with severity.
Bilirubin
Diagnosing disorders of metabolism
and disorders of the newborn.
Alkaline
phosphatase
Diagnosing cholestasis and space
occupying lesions.
Bilirubin
fractionation
Sensitive test of hepatocellalar disease;
AST > ALT in alcoholic disease.
Aspartate
aminotransferase
Sensitive and more specific test of
hepatocellular disease.
Alanine
aminotransferase
Indicator of chronicity and severity.
Albumin
Indicator of severity of cholestasis .
Prothrombin time
Tests of Hepatic Function
8. The serum aminotransferases and ALP
are the most useful tests as they allow
differentiation of hepatocellular disease
from cholestatic disease.
Failure to recognize cholestatic disease
caused by extrahepatic biliary
obstruction will result in liver failure if
the obstruction is not quickly corrected.
Serum Enzymes
9. In practice, an isolated increase in ALP
activity is difficult to interpret.
In children, benign transient
hyperphosphatasemia should always be
considered.
In adults , it is necessary to first confirm that
the ALP is of hepatobiliary origin.
This can be done by isoenzyme fractionation or
by measuring another phosphodiesterase
enzyme such as nucleotidase. or by measuring
y- glutamyltransferase.
10. ALP is divided into 4 iso-enzymes
depend on site of tissues expression
Intestinal ALP , placental ALP, Germ
cell ALP, and tissue non-specific ALP
(L/B/K)
NR: 44 to 147 IU/L
It helps break down proteins in body
and exists in different forms,
depending on where it originates
11. Elevation of serum levels of AST and ALT is
common in many disorders.
To determine if this elevation is liver related,
administration of all drugs and alcohol intake
(especially if AST is higher than ALT) should
be discontinued.
If the elevation persists, ultrasound (looking
for nonalcoholic fatty liver) and hepatitis B and
C serology should be performed.
12. Abnormal Liver Function Tests
AST > 3x URL
ALP < 2x URL AST < 3x URL
ALP > 2x URL
Hepatocellular Disease Cholestatic Disease
Normal
Albumin
Decreased
Albumin
Normal
Albumin
Decreased
Albumin
Acute
Hepatitis
Chronic
Hepatitis
Acute
Cholestasis
Chronic
Cholestasis
Ultrasound or
percutaneous cholangiography
Intrahepatic
Cholestasis
Extrahepatic
Cholestasis
13. Confirm with 5' nuceotidase or GGT
Not increased Increased
Consider bone disease Obstructive liver disease
Ultrasound or Computed tomography or both
Dilated ducts Non - dilated ducts
Consider stones, strictures,
or space – occupying lesion
Consider biliary cirrhosis, Measure
antimitochondrial antibodies
If diagnosis is an
certain
Negative Positive
Perform percutaneous chlagiography to diagnosis
selerosing cholangitis , Stricture, or stones
Primary
biliary
cirrhosis
Increased Alkaline Phosphatase
14. Serum albumin measurements are
useful in assessing the chronicity and
severity of liver disease.
The serum albumin concentration is
decreased in chronic liver disease.
Serial measurements of serum albumin
can be used to assess the severity of liver
disease.
Serum Albumin
15. Serial PT measurements can also be
used to differentiate between
cholestasis and severe hepatocellular
disease.
In practice, PT should be measured
after vitamin K injection, because
cholestasis will cause a decrease in PT
due to malabsorption of vitamin K.
Prothrombin Time
16. Serial measurement of bilirubin is
helpful in measuring the severity of
liver disease.
Bilirubin fractionation is helpful :
- in jaundice of the newborn
- or in isolated elevations of bilirubin in
the absence of other liver test
abnormalities.
Serum Bilirubin
17. Patients are occasionally seen with isolated
elevations in bilirubin concentration.
In most cases this is due to inherited
disorders of bilirubin metabolism.
Familial hyperbilirubinemia or hemolysis.
It is not difficult to distinguish,
hemolysis severe enough to cause
hyperbilirubinemia, because the patient with
hemolysis will have many other disease
manifestations.
18. A22 years old female intravenous drug addict
was referred to the hepatololgy clinic because of
the following abnormal liver test results:
Plasma Bilirubin 93umol/L(<20)
ALT 76 IU/L (<42)
ALP 306U/L(<250)
Albumin 44g/L(35-45)
GGT 324 U/L(<55)
Urinary bilirubin +ve
Hepatitis +ve
19. A 50 year old known alcoholic male attended the
general medical clinic because of ascites and the
following abnormal- liver test results
Plasma bilirubin 52umol/L(<20)
ALT 76 U/L(42)
Alkaline phosphatase 271U/L(<250)
Albumine 18g/L(35-45)
GGT 324 U/L(<55)
Urinary bilirubin and protein normal