SlideShare a Scribd company logo
1 of 2
Download to read offline
AUTOMATION IN DIAGNOSTIC MICROBIOLOGY
TIME TO KNOW THE TROUBLE SHOOTING?
Dr.T.V.Rao MD
Today many laboratories are making the matters easier by adopting to automation in the
Laboratory Medicine and Microbiology is no exception, automation serves the ends from the means,
today we have a huge samples and least man power, at one stage we will have to automate many of
our laboratories with newer methods with instrumentation, and emerging technologies. The
potential value of such instrumentation includes the possibility of substantial cost savings,
standardization of initial specimen processing, more rapid and consistent provision of both
identification and antimicrobial susceptibility test results, and a diminished risk for laboratory-
acquired infections. However, as with any new diagnostic modality in clinical microbiology, there
now exists a pressing need for investigations aimed at elucidating the performance characteristics of
this new technology. “It makes getting what we want easier, but it distances us from the work of
knowing, if the Microbiology practised without conventional ideas soon the Microbiologists lose the
power of thinking on many clinical interpretations with grave impact on patient care if automation is
solely depended upon, As we transform ourselves into creatures of the screen, as we see on the
personal computer monitors, we face an existential question: Does our essence still lie in what we
know, or are we now content to be defined by what we want? If we don’t grapple with that
question ourselves, our gadgets will be happy to answer it for us.” On the bacteriology side
“phenotypic testing involves relatively low-cost systems to begin with when you’re doing manual
methodology. There are scaled systems for blood cultures and for automated bacterial ID and
susceptibility testing and so forth, but some of the new technologies like MALDI-TOF are priced
pretty high and may be harder for smaller labs to cost-justify. Soon many laboratories with critical
patients should find better methods to identify the septic conditions in the patients for better
survival and decreasing mortality and morbidity, Today many of Our Blood culture systems
automated with Bact alert and Vitek 2 advances, someone asked me to speak on Conventional
methods in Diagnostic Microbiology it enlightens me unless one is proficient in the traditional
knowledge it is not possible to control the results generated on any automation protocols. While
machine-generated data is not the same thing as machine-generated knowledge, in the same way
that automation is not the same thing as artificial intelligence, if we consider how much of our
knowledge, and our responsibility for doing something with it, we’re turning over to machines
through automation, it might give us pause to hit the pause button—if not the stop button—in some
cases. – Going forward, it will be imperative that laboratories assess this new technology in
objective, comparative, and preferably prospective clinical studies. Such studies will be necessary to
define the true, rather than perceived or hoped-for, value of front-end and total laboratory
automation in clinical microbiology. My early challenges were in 1993 at Apollo Hospital Chennai
when I was working with the modern automated tube ELISA from Abbot Singapore, many errors
from sampling to reading at the final documentation, as we can control many modern machines with
wisdom and certainly not our man power. While machine-generated data is not the same thing as
machine-generated knowledge, in the same way that automation is not the same thing as artificial
intelligence,
WHY WE NEED TO KNOW CONVENTIONAL METHODS WELL - Automation has many limits on
many matters however we cannot allow machine to be better than man or our purpose with
qualifications with MD awarded by our colleges / Universities will be lost, above all you lose the
power to control the laboratory staff, Technicians will become the master of the Game In addition
to the higher cost and thus higher latency of automated testing, it is also possible that automated
testing will just miss things. Sometimes really obvious things. Just like the computers in House that
missed the parasites, in the computer testing so too will test automation miss things. Effects are
common. Automation cannot catch all of these. Each one has to be specifically programmed for. At
some point, the returns diminish and the test is set in stone people lose confidence and try
evaluating qualified people, Any bugs which lie outside that circle will never be found. At least, not
until the program is shipped and people try to actually use it. There are a near-infinite amount of
things that can go wrong in software. Side effects are common. Automation cannot catch all of
these. Each one has to be specifically programmed for the problem, is that the automation is at an
intermediate level of intelligence, powerful enough to take over control that used to be done by
people, but not powerful enough to handle all abnormalities. Moreover, its level of intelligence is
insufficient to provide the continual, appropriate feedback that occurs naturally among human
operators. This is the source of the current difficulties. To solve this problem, the automation should
either be made less intelligent or we should start improving to trouble shoot errors
THE GREAT QUESTION TO MANY MICROBIOLOGITS “Obviously, you need to ask not only the
cost-benefit but also the impact of a new technology in your lab and the impact clinically. Will it
work in your practice setting and for your patients and your technical staff? So it’s always a
multifactorial decision WHAT TO DO WITH THE AUOTMATION HOW FAR WE REACH OUR GOALS A
QUESTION HUNTS AFTER INVESTING GREAT AMOUNT OF MONEY.
I WISH TIME IS RIGHT TO GET OUR POSTGRADAUTE STUDENTS TO BE TRAINED IN CREDITED
LABORATOREIS WITH AUTOMATION AND MOLECULAR METHODS AND MORE OF THE SYLABBS TO
STRUCTURED ON AUTOMATION WITH EQUAL EMPHASIS ON IMPORTANCE ON CONVENTIONAL
MICROBIOLOGY.
Ref 1 Automation and the Danger of Lost Knowledge by: Ocdqblog
2 The Dangers of Test Automation Steve Rowe Blogs
3 Microbiology automation: finding the right mix Anne Paxton
Dr.T.V.Rao MD Professor of Microbiology Freelance writer

More Related Content

What's hot

Dr. Marie Culhane - Increase the value of your diagnostics and your value as ...
Dr. Marie Culhane - Increase the value of your diagnostics and your value as ...Dr. Marie Culhane - Increase the value of your diagnostics and your value as ...
Dr. Marie Culhane - Increase the value of your diagnostics and your value as ...John Blue
 
Quality Assurance in Clinical Microbiology
Quality Assurance in Clinical MicrobiologyQuality Assurance in Clinical Microbiology
Quality Assurance in Clinical MicrobiologySantosh Kumar Yadav
 
Automation in histopathology or advance technology in histopathology lab
Automation in histopathology or advance technology in histopathology labAutomation in histopathology or advance technology in histopathology lab
Automation in histopathology or advance technology in histopathology labSamim Bashir
 
Lateral Flow Assay LSA
Lateral Flow Assay LSALateral Flow Assay LSA
Lateral Flow Assay LSAMNNIT
 
Good Practice in Pharmaceutical Microbiology labratories
Good Practice in Pharmaceutical Microbiology labratoriesGood Practice in Pharmaceutical Microbiology labratories
Good Practice in Pharmaceutical Microbiology labratoriesEric Ittah
 
Medical Laboratory technology Lab Manual for MLT students
Medical Laboratory technology Lab Manual for MLT students Medical Laboratory technology Lab Manual for MLT students
Medical Laboratory technology Lab Manual for MLT students Vamsi kumar
 
Introduction of Clinical Laboratory Science
Introduction of Clinical Laboratory ScienceIntroduction of Clinical Laboratory Science
Introduction of Clinical Laboratory ScienceTapeshwar Yadav
 
Lab experiences shuvo singha
Lab experiences shuvo singhaLab experiences shuvo singha
Lab experiences shuvo singhaShuvo singha
 
Covid 19 sample collection and diagnosis
Covid 19 sample collection and diagnosisCovid 19 sample collection and diagnosis
Covid 19 sample collection and diagnosisMoumita Adhikary
 
Download-manuals-water quality-wq-manuals-21microbiologicallaboratorytechniques
 Download-manuals-water quality-wq-manuals-21microbiologicallaboratorytechniques Download-manuals-water quality-wq-manuals-21microbiologicallaboratorytechniques
Download-manuals-water quality-wq-manuals-21microbiologicallaboratorytechniqueshydrologyproject0
 
Analytical instruments in clinical chemistry, uses and maintenance
Analytical instruments in clinical chemistry, uses and maintenanceAnalytical instruments in clinical chemistry, uses and maintenance
Analytical instruments in clinical chemistry, uses and maintenanceJennifer Giovanna
 
Ivf lab microsized
Ivf lab microsizedIvf lab microsized
Ivf lab microsizedYasminmagdi
 
Scientific Validity of Replacements for Animal-Derived Antibodies
Scientific Validity of Replacements for Animal-Derived AntibodiesScientific Validity of Replacements for Animal-Derived Antibodies
Scientific Validity of Replacements for Animal-Derived AntibodiesRebeccaClewell
 
Automation in cytology.
Automation in cytology.Automation in cytology.
Automation in cytology.Manan Shah
 
Cryo-storage Chain of Custody: RFID tags in Liquid nitrogen
Cryo-storage Chain of Custody: RFID tags in Liquid nitrogenCryo-storage Chain of Custody: RFID tags in Liquid nitrogen
Cryo-storage Chain of Custody: RFID tags in Liquid nitrogenKosmogonia IVF
 

What's hot (17)

Dr. Marie Culhane - Increase the value of your diagnostics and your value as ...
Dr. Marie Culhane - Increase the value of your diagnostics and your value as ...Dr. Marie Culhane - Increase the value of your diagnostics and your value as ...
Dr. Marie Culhane - Increase the value of your diagnostics and your value as ...
 
Quality Assurance in Clinical Microbiology
Quality Assurance in Clinical MicrobiologyQuality Assurance in Clinical Microbiology
Quality Assurance in Clinical Microbiology
 
Automation in histopathology or advance technology in histopathology lab
Automation in histopathology or advance technology in histopathology labAutomation in histopathology or advance technology in histopathology lab
Automation in histopathology or advance technology in histopathology lab
 
Lateral Flow Assay LSA
Lateral Flow Assay LSALateral Flow Assay LSA
Lateral Flow Assay LSA
 
Good Practice in Pharmaceutical Microbiology labratories
Good Practice in Pharmaceutical Microbiology labratoriesGood Practice in Pharmaceutical Microbiology labratories
Good Practice in Pharmaceutical Microbiology labratories
 
Medical Laboratory technology Lab Manual for MLT students
Medical Laboratory technology Lab Manual for MLT students Medical Laboratory technology Lab Manual for MLT students
Medical Laboratory technology Lab Manual for MLT students
 
Introduction of Clinical Laboratory Science
Introduction of Clinical Laboratory ScienceIntroduction of Clinical Laboratory Science
Introduction of Clinical Laboratory Science
 
Lab experiences shuvo singha
Lab experiences shuvo singhaLab experiences shuvo singha
Lab experiences shuvo singha
 
Howell2013
Howell2013Howell2013
Howell2013
 
Covid 19 sample collection and diagnosis
Covid 19 sample collection and diagnosisCovid 19 sample collection and diagnosis
Covid 19 sample collection and diagnosis
 
lateral flow assays
lateral flow assayslateral flow assays
lateral flow assays
 
Download-manuals-water quality-wq-manuals-21microbiologicallaboratorytechniques
 Download-manuals-water quality-wq-manuals-21microbiologicallaboratorytechniques Download-manuals-water quality-wq-manuals-21microbiologicallaboratorytechniques
Download-manuals-water quality-wq-manuals-21microbiologicallaboratorytechniques
 
Analytical instruments in clinical chemistry, uses and maintenance
Analytical instruments in clinical chemistry, uses and maintenanceAnalytical instruments in clinical chemistry, uses and maintenance
Analytical instruments in clinical chemistry, uses and maintenance
 
Ivf lab microsized
Ivf lab microsizedIvf lab microsized
Ivf lab microsized
 
Scientific Validity of Replacements for Animal-Derived Antibodies
Scientific Validity of Replacements for Animal-Derived AntibodiesScientific Validity of Replacements for Animal-Derived Antibodies
Scientific Validity of Replacements for Animal-Derived Antibodies
 
Automation in cytology.
Automation in cytology.Automation in cytology.
Automation in cytology.
 
Cryo-storage Chain of Custody: RFID tags in Liquid nitrogen
Cryo-storage Chain of Custody: RFID tags in Liquid nitrogenCryo-storage Chain of Custody: RFID tags in Liquid nitrogen
Cryo-storage Chain of Custody: RFID tags in Liquid nitrogen
 

Viewers also liked

AUTOMATION IN CLINICAL MICROBIOLOGY
AUTOMATION IN CLINICAL MICROBIOLOGYAUTOMATION IN CLINICAL MICROBIOLOGY
AUTOMATION IN CLINICAL MICROBIOLOGYParvathy V Das
 
Clinical microbiology dr. d.p. rajani
Clinical microbiology  dr. d.p. rajaniClinical microbiology  dr. d.p. rajani
Clinical microbiology dr. d.p. rajaniDr Dhanji Rajani
 
Basics of electrophoresis
Basics of electrophoresisBasics of electrophoresis
Basics of electrophoresiskalpna katiyar
 
Automated methods in the microbiology lab
Automated methods in the microbiology labAutomated methods in the microbiology lab
Automated methods in the microbiology labFaris K
 
Electrophoresis principle and types by Dr. Anurag Yadav
Electrophoresis principle and types by Dr. Anurag YadavElectrophoresis principle and types by Dr. Anurag Yadav
Electrophoresis principle and types by Dr. Anurag YadavDr Anurag Yadav
 
Electrophoresis presentation
Electrophoresis presentationElectrophoresis presentation
Electrophoresis presentationjyots23
 
Introduction, Principle, Instrumentation and Applications of SDS-PAGE
Introduction, Principle, Instrumentation and Applications of SDS-PAGEIntroduction, Principle, Instrumentation and Applications of SDS-PAGE
Introduction, Principle, Instrumentation and Applications of SDS-PAGEMohammed Mubeen
 
Quality control in clinical laboratory
Quality control in clinical laboratoryQuality control in clinical laboratory
Quality control in clinical laboratorydrgomi basar
 

Viewers also liked (13)

AUTOMATION IN CLINICAL MICROBIOLOGY
AUTOMATION IN CLINICAL MICROBIOLOGYAUTOMATION IN CLINICAL MICROBIOLOGY
AUTOMATION IN CLINICAL MICROBIOLOGY
 
Clinical microbiology dr. d.p. rajani
Clinical microbiology  dr. d.p. rajaniClinical microbiology  dr. d.p. rajani
Clinical microbiology dr. d.p. rajani
 
Basics of electrophoresis
Basics of electrophoresisBasics of electrophoresis
Basics of electrophoresis
 
MALDI - TOF
MALDI - TOFMALDI - TOF
MALDI - TOF
 
Drug Resistance Mechanism
Drug Resistance Mechanism Drug Resistance Mechanism
Drug Resistance Mechanism
 
Automated methods in the microbiology lab
Automated methods in the microbiology labAutomated methods in the microbiology lab
Automated methods in the microbiology lab
 
Electrophoresis
ElectrophoresisElectrophoresis
Electrophoresis
 
Electrophoresis principle and types by Dr. Anurag Yadav
Electrophoresis principle and types by Dr. Anurag YadavElectrophoresis principle and types by Dr. Anurag Yadav
Electrophoresis principle and types by Dr. Anurag Yadav
 
Electrophoresis presentation
Electrophoresis presentationElectrophoresis presentation
Electrophoresis presentation
 
Quality assurance
Quality assuranceQuality assurance
Quality assurance
 
Quality Assurance & Control
Quality Assurance & ControlQuality Assurance & Control
Quality Assurance & Control
 
Introduction, Principle, Instrumentation and Applications of SDS-PAGE
Introduction, Principle, Instrumentation and Applications of SDS-PAGEIntroduction, Principle, Instrumentation and Applications of SDS-PAGE
Introduction, Principle, Instrumentation and Applications of SDS-PAGE
 
Quality control in clinical laboratory
Quality control in clinical laboratoryQuality control in clinical laboratory
Quality control in clinical laboratory
 

Similar to AUTOMATION IN DIAGNOSTIC MICROBIOLOGY TIME TO KNOW THE TROUBLE SHOOTING?

Advances in Laboratory Management
Advances in Laboratory ManagementAdvances in Laboratory Management
Advances in Laboratory ManagementKen Myer Abansi
 
Artificial Intelligence in Neurology.pptx
Artificial Intelligence in Neurology.pptxArtificial Intelligence in Neurology.pptx
Artificial Intelligence in Neurology.pptxNeurologyKota
 
Medical Device Development and Prototyping in San Jose.pdf
Medical Device Development and Prototyping in San Jose.pdfMedical Device Development and Prototyping in San Jose.pdf
Medical Device Development and Prototyping in San Jose.pdfAlexander Sprauve
 
Artificial intelligence-in-radiology
Artificial intelligence-in-radiologyArtificial intelligence-in-radiology
Artificial intelligence-in-radiologyVrishit Saraswat
 
Article: On the Cusp of Curing Disease
Article: On the Cusp of Curing DiseaseArticle: On the Cusp of Curing Disease
Article: On the Cusp of Curing DiseaseMilliporeSigma
 
The Continuing Relevance of Manual Testing.pdf
The Continuing Relevance of Manual Testing.pdfThe Continuing Relevance of Manual Testing.pdf
The Continuing Relevance of Manual Testing.pdfMindfire LLC
 
Artificial intelligence robotics and computational fluid dynamics
Artificial intelligence robotics and computational fluid dynamics Artificial intelligence robotics and computational fluid dynamics
Artificial intelligence robotics and computational fluid dynamics Chandrakant Kharude
 
Artificial Intligence and Robotics ppt
Artificial Intligence and Robotics pptArtificial Intligence and Robotics ppt
Artificial Intligence and Robotics pptPrashant Chaurasiya
 
Leading Healthcare Advancement_ Pathology Lab Software Takes the Helm.pptx
Leading Healthcare Advancement_ Pathology Lab Software Takes the Helm.pptxLeading Healthcare Advancement_ Pathology Lab Software Takes the Helm.pptx
Leading Healthcare Advancement_ Pathology Lab Software Takes the Helm.pptxMocDoc
 
Artificial Intelligence.pptx
Artificial Intelligence.pptxArtificial Intelligence.pptx
Artificial Intelligence.pptxaditiwaghmare3
 
Article: On the Cusp of Curing Disease
Article: On the Cusp of Curing DiseaseArticle: On the Cusp of Curing Disease
Article: On the Cusp of Curing DiseaseMerck Life Sciences
 
crucible-sheet-Proof
crucible-sheet-Proofcrucible-sheet-Proof
crucible-sheet-ProofRob Wilkerson
 
Emerging technologies enabling in fraud detection
Emerging technologies enabling in fraud detectionEmerging technologies enabling in fraud detection
Emerging technologies enabling in fraud detectionUmasree Raghunath
 
Artificial Intelligence in Medicine.pdf
Artificial Intelligence in Medicine.pdfArtificial Intelligence in Medicine.pdf
Artificial Intelligence in Medicine.pdfzeeshan811731
 
Planning Considerations in Total Automation of Clinical Laboratory
Planning Considerations in Total Automation of Clinical Laboratory  Planning Considerations in Total Automation of Clinical Laboratory
Planning Considerations in Total Automation of Clinical Laboratory Dr.Eng. Walid Tarawneh
 
Significance Of Using A Pathology Lab Software.pptx
Significance Of Using A Pathology Lab Software.pptxSignificance Of Using A Pathology Lab Software.pptx
Significance Of Using A Pathology Lab Software.pptxMocDoc
 
Remote Urine Analysis for Cancer Patients At Home Using Machine Learning
Remote Urine Analysis for Cancer Patients At Home Using Machine LearningRemote Urine Analysis for Cancer Patients At Home Using Machine Learning
Remote Urine Analysis for Cancer Patients At Home Using Machine LearningGslab1
 

Similar to AUTOMATION IN DIAGNOSTIC MICROBIOLOGY TIME TO KNOW THE TROUBLE SHOOTING? (20)

Advances in Laboratory Management
Advances in Laboratory ManagementAdvances in Laboratory Management
Advances in Laboratory Management
 
Hybrid model for penetration testing
Hybrid model for penetration testingHybrid model for penetration testing
Hybrid model for penetration testing
 
WHY THE LABORATORIES NEED QUALITY CONTROL AND STANDARDIZATION
WHY THE LABORATORIES NEED QUALITY CONTROL AND STANDARDIZATIONWHY THE LABORATORIES NEED QUALITY CONTROL AND STANDARDIZATION
WHY THE LABORATORIES NEED QUALITY CONTROL AND STANDARDIZATION
 
Artificial Intelligence in Neurology.pptx
Artificial Intelligence in Neurology.pptxArtificial Intelligence in Neurology.pptx
Artificial Intelligence in Neurology.pptx
 
Medical Device Development and Prototyping in San Jose.pdf
Medical Device Development and Prototyping in San Jose.pdfMedical Device Development and Prototyping in San Jose.pdf
Medical Device Development and Prototyping in San Jose.pdf
 
Artificial intelligence-in-radiology
Artificial intelligence-in-radiologyArtificial intelligence-in-radiology
Artificial intelligence-in-radiology
 
INPECO TTP.pdf
INPECO TTP.pdfINPECO TTP.pdf
INPECO TTP.pdf
 
Article: On the Cusp of Curing Disease
Article: On the Cusp of Curing DiseaseArticle: On the Cusp of Curing Disease
Article: On the Cusp of Curing Disease
 
The Continuing Relevance of Manual Testing.pdf
The Continuing Relevance of Manual Testing.pdfThe Continuing Relevance of Manual Testing.pdf
The Continuing Relevance of Manual Testing.pdf
 
Artificial intelligence robotics and computational fluid dynamics
Artificial intelligence robotics and computational fluid dynamics Artificial intelligence robotics and computational fluid dynamics
Artificial intelligence robotics and computational fluid dynamics
 
Artificial Intligence and Robotics ppt
Artificial Intligence and Robotics pptArtificial Intligence and Robotics ppt
Artificial Intligence and Robotics ppt
 
Leading Healthcare Advancement_ Pathology Lab Software Takes the Helm.pptx
Leading Healthcare Advancement_ Pathology Lab Software Takes the Helm.pptxLeading Healthcare Advancement_ Pathology Lab Software Takes the Helm.pptx
Leading Healthcare Advancement_ Pathology Lab Software Takes the Helm.pptx
 
Artificial Intelligence.pptx
Artificial Intelligence.pptxArtificial Intelligence.pptx
Artificial Intelligence.pptx
 
Article: On the Cusp of Curing Disease
Article: On the Cusp of Curing DiseaseArticle: On the Cusp of Curing Disease
Article: On the Cusp of Curing Disease
 
crucible-sheet-Proof
crucible-sheet-Proofcrucible-sheet-Proof
crucible-sheet-Proof
 
Emerging technologies enabling in fraud detection
Emerging technologies enabling in fraud detectionEmerging technologies enabling in fraud detection
Emerging technologies enabling in fraud detection
 
Artificial Intelligence in Medicine.pdf
Artificial Intelligence in Medicine.pdfArtificial Intelligence in Medicine.pdf
Artificial Intelligence in Medicine.pdf
 
Planning Considerations in Total Automation of Clinical Laboratory
Planning Considerations in Total Automation of Clinical Laboratory  Planning Considerations in Total Automation of Clinical Laboratory
Planning Considerations in Total Automation of Clinical Laboratory
 
Significance Of Using A Pathology Lab Software.pptx
Significance Of Using A Pathology Lab Software.pptxSignificance Of Using A Pathology Lab Software.pptx
Significance Of Using A Pathology Lab Software.pptx
 
Remote Urine Analysis for Cancer Patients At Home Using Machine Learning
Remote Urine Analysis for Cancer Patients At Home Using Machine LearningRemote Urine Analysis for Cancer Patients At Home Using Machine Learning
Remote Urine Analysis for Cancer Patients At Home Using Machine Learning
 

More from Society for Microbiology and Infection care

More from Society for Microbiology and Infection care (20)

PRESENTING LECTURE TO STUDENTS.pptx
PRESENTING  LECTURE TO STUDENTS.pptxPRESENTING  LECTURE TO STUDENTS.pptx
PRESENTING LECTURE TO STUDENTS.pptx
 
antibioticpolicylecture-200217054132.pdf
antibioticpolicylecture-200217054132.pdfantibioticpolicylecture-200217054132.pdf
antibioticpolicylecture-200217054132.pdf
 
NEUROPARASITIC.pptx
NEUROPARASITIC.pptxNEUROPARASITIC.pptx
NEUROPARASITIC.pptx
 
OPPORTUNISTIC PARASITIC INFECTIONS.ppt
OPPORTUNISTIC PARASITIC INFECTIONS.pptOPPORTUNISTIC PARASITIC INFECTIONS.ppt
OPPORTUNISTIC PARASITIC INFECTIONS.ppt
 
SPECIMEN MANAGEMENT.pptx
SPECIMEN MANAGEMENT.pptxSPECIMEN MANAGEMENT.pptx
SPECIMEN MANAGEMENT.pptx
 
Artificial Intelligence in Controlling Infectious Diseases and Reducing Antim...
Artificial Intelligence in Controlling Infectious Diseases and Reducing Antim...Artificial Intelligence in Controlling Infectious Diseases and Reducing Antim...
Artificial Intelligence in Controlling Infectious Diseases and Reducing Antim...
 
Hand hygiene TMC Kollam.pptx by Dr.T.V.Rao MD
Hand hygiene TMC Kollam.pptx by Dr.T.V.Rao MDHand hygiene TMC Kollam.pptx by Dr.T.V.Rao MD
Hand hygiene TMC Kollam.pptx by Dr.T.V.Rao MD
 
Biosafety in causality Department.pptx
Biosafety in causality Department.pptxBiosafety in causality Department.pptx
Biosafety in causality Department.pptx
 
BIOSAFETY IN THE HOSPITAL guest by Dr.T.V.Rao MD talk 2.pptx
BIOSAFETY IN THE HOSPITAL guest by Dr.T.V.Rao MD talk 2.pptxBIOSAFETY IN THE HOSPITAL guest by Dr.T.V.Rao MD talk 2.pptx
BIOSAFETY IN THE HOSPITAL guest by Dr.T.V.Rao MD talk 2.pptx
 
reportingresults-in microbiology
reportingresults-in microbiology reportingresults-in microbiology
reportingresults-in microbiology
 
VENTILATOR ASSOCIATED INFECTIONS.pptx
VENTILATOR ASSOCIATED INFECTIONS.pptxVENTILATOR ASSOCIATED INFECTIONS.pptx
VENTILATOR ASSOCIATED INFECTIONS.pptx
 
HOSPITAL INFECTION CONTROL PROGRAMME.pptx
HOSPITAL INFECTION CONTROL PROGRAMME.pptxHOSPITAL INFECTION CONTROL PROGRAMME.pptx
HOSPITAL INFECTION CONTROL PROGRAMME.pptx
 
Bacteriology. laboratory organization by Dr.T.V.Rao MDpptx
Bacteriology. laboratory organization by Dr.T.V.Rao MDpptxBacteriology. laboratory organization by Dr.T.V.Rao MDpptx
Bacteriology. laboratory organization by Dr.T.V.Rao MDpptx
 
BIOSAFETY IN THE HOSPITAL guest talk 2.pptx
BIOSAFETY IN THE HOSPITAL guest talk 2.pptxBIOSAFETY IN THE HOSPITAL guest talk 2.pptx
BIOSAFETY IN THE HOSPITAL guest talk 2.pptx
 
Artificial Intilligence in Mediicne by Dr.t.V.Rao MD
Artificial Intilligence in Mediicne by Dr.t.V.Rao MDArtificial Intilligence in Mediicne by Dr.t.V.Rao MD
Artificial Intilligence in Mediicne by Dr.t.V.Rao MD
 
-Screening-for-MRSA-by-Dr-T-V-Rao-MD.pptx
-Screening-for-MRSA-by-Dr-T-V-Rao-MD.pptx-Screening-for-MRSA-by-Dr-T-V-Rao-MD.pptx
-Screening-for-MRSA-by-Dr-T-V-Rao-MD.pptx
 
Sterilization and disinfection in health care.pptx
Sterilization and disinfection in health care.pptxSterilization and disinfection in health care.pptx
Sterilization and disinfection in health care.pptx
 
Antimicrobial Stewardship.pptx
Antimicrobial Stewardship.pptxAntimicrobial Stewardship.pptx
Antimicrobial Stewardship.pptx
 
Cephalosporins teaching basics by Dr.T.V.Rao MD
Cephalosporins teaching basics by Dr.T.V.Rao MDCephalosporins teaching basics by Dr.T.V.Rao MD
Cephalosporins teaching basics by Dr.T.V.Rao MD
 
Coxsackievirus (2).ppt
Coxsackievirus (2).pptCoxsackievirus (2).ppt
Coxsackievirus (2).ppt
 

Recently uploaded

Hot Call Girl In Ludhiana 👅🥵 9053'900678 Call Girls Service In Ludhiana
Hot  Call Girl In Ludhiana 👅🥵 9053'900678 Call Girls Service In LudhianaHot  Call Girl In Ludhiana 👅🥵 9053'900678 Call Girls Service In Ludhiana
Hot Call Girl In Ludhiana 👅🥵 9053'900678 Call Girls Service In LudhianaRussian Call Girls in Ludhiana
 
VIP Kolkata Call Girl New Town 👉 8250192130 Available With Room
VIP Kolkata Call Girl New Town 👉 8250192130  Available With RoomVIP Kolkata Call Girl New Town 👉 8250192130  Available With Room
VIP Kolkata Call Girl New Town 👉 8250192130 Available With Roomdivyansh0kumar0
 
Call Girls Service Chandigarh Gori WhatsApp ❤7710465962 VIP Call Girls Chandi...
Call Girls Service Chandigarh Gori WhatsApp ❤7710465962 VIP Call Girls Chandi...Call Girls Service Chandigarh Gori WhatsApp ❤7710465962 VIP Call Girls Chandi...
Call Girls Service Chandigarh Gori WhatsApp ❤7710465962 VIP Call Girls Chandi...Niamh verma
 
💚😋Chandigarh Escort Service Call Girls, ₹5000 To 25K With AC💚😋
💚😋Chandigarh Escort Service Call Girls, ₹5000 To 25K With AC💚😋💚😋Chandigarh Escort Service Call Girls, ₹5000 To 25K With AC💚😋
💚😋Chandigarh Escort Service Call Girls, ₹5000 To 25K With AC💚😋Sheetaleventcompany
 
Jalandhar Female Call Girls Contact Number 9053900678 💚Jalandhar Female Call...
Jalandhar  Female Call Girls Contact Number 9053900678 💚Jalandhar Female Call...Jalandhar  Female Call Girls Contact Number 9053900678 💚Jalandhar Female Call...
Jalandhar Female Call Girls Contact Number 9053900678 💚Jalandhar Female Call...Call Girls Service Chandigarh Ayushi
 
❤️♀️@ Jaipur Call Girl Agency ❤️♀️@ Manjeet Russian Call Girls Service in Jai...
❤️♀️@ Jaipur Call Girl Agency ❤️♀️@ Manjeet Russian Call Girls Service in Jai...❤️♀️@ Jaipur Call Girl Agency ❤️♀️@ Manjeet Russian Call Girls Service in Jai...
❤️♀️@ Jaipur Call Girl Agency ❤️♀️@ Manjeet Russian Call Girls Service in Jai...Gfnyt.com
 
Enjoyment ★ 8854095900 Indian Call Girls In Dehradun 🍆🍌 By Dehradun Call Girl ★
Enjoyment ★ 8854095900 Indian Call Girls In Dehradun 🍆🍌 By Dehradun Call Girl ★Enjoyment ★ 8854095900 Indian Call Girls In Dehradun 🍆🍌 By Dehradun Call Girl ★
Enjoyment ★ 8854095900 Indian Call Girls In Dehradun 🍆🍌 By Dehradun Call Girl ★indiancallgirl4rent
 
Nanded Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Nanded Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetNanded Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Nanded Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetCall Girls Service
 
❤️♀️@ Jaipur Call Girls ❤️♀️@ Meghna Jaipur Call Girls Number CRTHNR Call G...
❤️♀️@ Jaipur Call Girls ❤️♀️@ Meghna Jaipur Call Girls Number CRTHNR   Call G...❤️♀️@ Jaipur Call Girls ❤️♀️@ Meghna Jaipur Call Girls Number CRTHNR   Call G...
❤️♀️@ Jaipur Call Girls ❤️♀️@ Meghna Jaipur Call Girls Number CRTHNR Call G...Gfnyt.com
 
VIP Call Girls Noida Sia 9711199171 High Class Call Girl Near Me
VIP Call Girls Noida Sia 9711199171 High Class Call Girl Near MeVIP Call Girls Noida Sia 9711199171 High Class Call Girl Near Me
VIP Call Girls Noida Sia 9711199171 High Class Call Girl Near Memriyagarg453
 
Call Girl Price Amritsar ❤️🍑 9053900678 Call Girls in Amritsar Suman
Call Girl Price Amritsar ❤️🍑 9053900678 Call Girls in Amritsar SumanCall Girl Price Amritsar ❤️🍑 9053900678 Call Girls in Amritsar Suman
Call Girl Price Amritsar ❤️🍑 9053900678 Call Girls in Amritsar SumanCall Girls Service Chandigarh Ayushi
 
Russian Call Girls Lucknow ₹7.5k Pick Up & Drop With Cash Payment 8923113531 ...
Russian Call Girls Lucknow ₹7.5k Pick Up & Drop With Cash Payment 8923113531 ...Russian Call Girls Lucknow ₹7.5k Pick Up & Drop With Cash Payment 8923113531 ...
Russian Call Girls Lucknow ₹7.5k Pick Up & Drop With Cash Payment 8923113531 ...gurkirankumar98700
 
Call Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
VIP Call Girl Sector 88 Gurgaon Delhi Just Call Me 9899900591
VIP Call Girl Sector 88 Gurgaon Delhi Just Call Me 9899900591VIP Call Girl Sector 88 Gurgaon Delhi Just Call Me 9899900591
VIP Call Girl Sector 88 Gurgaon Delhi Just Call Me 9899900591adityaroy0215
 
💚😋Kolkata Escort Service Call Girls, ₹5000 To 25K With AC💚😋
💚😋Kolkata Escort Service Call Girls, ₹5000 To 25K With AC💚😋💚😋Kolkata Escort Service Call Girls, ₹5000 To 25K With AC💚😋
💚😋Kolkata Escort Service Call Girls, ₹5000 To 25K With AC💚😋Sheetaleventcompany
 
Bangalore call girl 👯‍♀️@ Simran Independent Call Girls in Bangalore GIUXUZ...
Bangalore call girl  👯‍♀️@ Simran Independent Call Girls in Bangalore  GIUXUZ...Bangalore call girl  👯‍♀️@ Simran Independent Call Girls in Bangalore  GIUXUZ...
Bangalore call girl 👯‍♀️@ Simran Independent Call Girls in Bangalore GIUXUZ...Gfnyt
 
❤️♀️@ Jaipur Call Girls ❤️♀️@ Jaispreet Call Girl Services in Jaipur QRYPCF ...
❤️♀️@ Jaipur Call Girls ❤️♀️@ Jaispreet Call Girl Services in Jaipur QRYPCF  ...❤️♀️@ Jaipur Call Girls ❤️♀️@ Jaispreet Call Girl Services in Jaipur QRYPCF  ...
❤️♀️@ Jaipur Call Girls ❤️♀️@ Jaispreet Call Girl Services in Jaipur QRYPCF ...Gfnyt.com
 
Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Book me...
Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Book me...Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Book me...
Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Book me...gragteena
 
Vip sexy Call Girls Service In Sector 137,9999965857 Young Female Escorts Ser...
Vip sexy Call Girls Service In Sector 137,9999965857 Young Female Escorts Ser...Vip sexy Call Girls Service In Sector 137,9999965857 Young Female Escorts Ser...
Vip sexy Call Girls Service In Sector 137,9999965857 Young Female Escorts Ser...Call Girls Noida
 
Call Girl Raipur 📲 9999965857 ヅ10k NiGhT Call Girls In Raipur
Call Girl Raipur 📲 9999965857 ヅ10k NiGhT Call Girls In RaipurCall Girl Raipur 📲 9999965857 ヅ10k NiGhT Call Girls In Raipur
Call Girl Raipur 📲 9999965857 ヅ10k NiGhT Call Girls In Raipurgragmanisha42
 

Recently uploaded (20)

Hot Call Girl In Ludhiana 👅🥵 9053'900678 Call Girls Service In Ludhiana
Hot  Call Girl In Ludhiana 👅🥵 9053'900678 Call Girls Service In LudhianaHot  Call Girl In Ludhiana 👅🥵 9053'900678 Call Girls Service In Ludhiana
Hot Call Girl In Ludhiana 👅🥵 9053'900678 Call Girls Service In Ludhiana
 
VIP Kolkata Call Girl New Town 👉 8250192130 Available With Room
VIP Kolkata Call Girl New Town 👉 8250192130  Available With RoomVIP Kolkata Call Girl New Town 👉 8250192130  Available With Room
VIP Kolkata Call Girl New Town 👉 8250192130 Available With Room
 
Call Girls Service Chandigarh Gori WhatsApp ❤7710465962 VIP Call Girls Chandi...
Call Girls Service Chandigarh Gori WhatsApp ❤7710465962 VIP Call Girls Chandi...Call Girls Service Chandigarh Gori WhatsApp ❤7710465962 VIP Call Girls Chandi...
Call Girls Service Chandigarh Gori WhatsApp ❤7710465962 VIP Call Girls Chandi...
 
💚😋Chandigarh Escort Service Call Girls, ₹5000 To 25K With AC💚😋
💚😋Chandigarh Escort Service Call Girls, ₹5000 To 25K With AC💚😋💚😋Chandigarh Escort Service Call Girls, ₹5000 To 25K With AC💚😋
💚😋Chandigarh Escort Service Call Girls, ₹5000 To 25K With AC💚😋
 
Jalandhar Female Call Girls Contact Number 9053900678 💚Jalandhar Female Call...
Jalandhar  Female Call Girls Contact Number 9053900678 💚Jalandhar Female Call...Jalandhar  Female Call Girls Contact Number 9053900678 💚Jalandhar Female Call...
Jalandhar Female Call Girls Contact Number 9053900678 💚Jalandhar Female Call...
 
❤️♀️@ Jaipur Call Girl Agency ❤️♀️@ Manjeet Russian Call Girls Service in Jai...
❤️♀️@ Jaipur Call Girl Agency ❤️♀️@ Manjeet Russian Call Girls Service in Jai...❤️♀️@ Jaipur Call Girl Agency ❤️♀️@ Manjeet Russian Call Girls Service in Jai...
❤️♀️@ Jaipur Call Girl Agency ❤️♀️@ Manjeet Russian Call Girls Service in Jai...
 
Enjoyment ★ 8854095900 Indian Call Girls In Dehradun 🍆🍌 By Dehradun Call Girl ★
Enjoyment ★ 8854095900 Indian Call Girls In Dehradun 🍆🍌 By Dehradun Call Girl ★Enjoyment ★ 8854095900 Indian Call Girls In Dehradun 🍆🍌 By Dehradun Call Girl ★
Enjoyment ★ 8854095900 Indian Call Girls In Dehradun 🍆🍌 By Dehradun Call Girl ★
 
Nanded Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Nanded Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetNanded Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Nanded Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
 
❤️♀️@ Jaipur Call Girls ❤️♀️@ Meghna Jaipur Call Girls Number CRTHNR Call G...
❤️♀️@ Jaipur Call Girls ❤️♀️@ Meghna Jaipur Call Girls Number CRTHNR   Call G...❤️♀️@ Jaipur Call Girls ❤️♀️@ Meghna Jaipur Call Girls Number CRTHNR   Call G...
❤️♀️@ Jaipur Call Girls ❤️♀️@ Meghna Jaipur Call Girls Number CRTHNR Call G...
 
VIP Call Girls Noida Sia 9711199171 High Class Call Girl Near Me
VIP Call Girls Noida Sia 9711199171 High Class Call Girl Near MeVIP Call Girls Noida Sia 9711199171 High Class Call Girl Near Me
VIP Call Girls Noida Sia 9711199171 High Class Call Girl Near Me
 
Call Girl Price Amritsar ❤️🍑 9053900678 Call Girls in Amritsar Suman
Call Girl Price Amritsar ❤️🍑 9053900678 Call Girls in Amritsar SumanCall Girl Price Amritsar ❤️🍑 9053900678 Call Girls in Amritsar Suman
Call Girl Price Amritsar ❤️🍑 9053900678 Call Girls in Amritsar Suman
 
Russian Call Girls Lucknow ₹7.5k Pick Up & Drop With Cash Payment 8923113531 ...
Russian Call Girls Lucknow ₹7.5k Pick Up & Drop With Cash Payment 8923113531 ...Russian Call Girls Lucknow ₹7.5k Pick Up & Drop With Cash Payment 8923113531 ...
Russian Call Girls Lucknow ₹7.5k Pick Up & Drop With Cash Payment 8923113531 ...
 
Call Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service Available
 
VIP Call Girl Sector 88 Gurgaon Delhi Just Call Me 9899900591
VIP Call Girl Sector 88 Gurgaon Delhi Just Call Me 9899900591VIP Call Girl Sector 88 Gurgaon Delhi Just Call Me 9899900591
VIP Call Girl Sector 88 Gurgaon Delhi Just Call Me 9899900591
 
💚😋Kolkata Escort Service Call Girls, ₹5000 To 25K With AC💚😋
💚😋Kolkata Escort Service Call Girls, ₹5000 To 25K With AC💚😋💚😋Kolkata Escort Service Call Girls, ₹5000 To 25K With AC💚😋
💚😋Kolkata Escort Service Call Girls, ₹5000 To 25K With AC💚😋
 
Bangalore call girl 👯‍♀️@ Simran Independent Call Girls in Bangalore GIUXUZ...
Bangalore call girl  👯‍♀️@ Simran Independent Call Girls in Bangalore  GIUXUZ...Bangalore call girl  👯‍♀️@ Simran Independent Call Girls in Bangalore  GIUXUZ...
Bangalore call girl 👯‍♀️@ Simran Independent Call Girls in Bangalore GIUXUZ...
 
❤️♀️@ Jaipur Call Girls ❤️♀️@ Jaispreet Call Girl Services in Jaipur QRYPCF ...
❤️♀️@ Jaipur Call Girls ❤️♀️@ Jaispreet Call Girl Services in Jaipur QRYPCF  ...❤️♀️@ Jaipur Call Girls ❤️♀️@ Jaispreet Call Girl Services in Jaipur QRYPCF  ...
❤️♀️@ Jaipur Call Girls ❤️♀️@ Jaispreet Call Girl Services in Jaipur QRYPCF ...
 
Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Book me...
Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Book me...Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Book me...
Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Book me...
 
Vip sexy Call Girls Service In Sector 137,9999965857 Young Female Escorts Ser...
Vip sexy Call Girls Service In Sector 137,9999965857 Young Female Escorts Ser...Vip sexy Call Girls Service In Sector 137,9999965857 Young Female Escorts Ser...
Vip sexy Call Girls Service In Sector 137,9999965857 Young Female Escorts Ser...
 
Call Girl Raipur 📲 9999965857 ヅ10k NiGhT Call Girls In Raipur
Call Girl Raipur 📲 9999965857 ヅ10k NiGhT Call Girls In RaipurCall Girl Raipur 📲 9999965857 ヅ10k NiGhT Call Girls In Raipur
Call Girl Raipur 📲 9999965857 ヅ10k NiGhT Call Girls In Raipur
 

AUTOMATION IN DIAGNOSTIC MICROBIOLOGY TIME TO KNOW THE TROUBLE SHOOTING?

  • 1. AUTOMATION IN DIAGNOSTIC MICROBIOLOGY TIME TO KNOW THE TROUBLE SHOOTING? Dr.T.V.Rao MD Today many laboratories are making the matters easier by adopting to automation in the Laboratory Medicine and Microbiology is no exception, automation serves the ends from the means, today we have a huge samples and least man power, at one stage we will have to automate many of our laboratories with newer methods with instrumentation, and emerging technologies. The potential value of such instrumentation includes the possibility of substantial cost savings, standardization of initial specimen processing, more rapid and consistent provision of both identification and antimicrobial susceptibility test results, and a diminished risk for laboratory- acquired infections. However, as with any new diagnostic modality in clinical microbiology, there now exists a pressing need for investigations aimed at elucidating the performance characteristics of this new technology. “It makes getting what we want easier, but it distances us from the work of knowing, if the Microbiology practised without conventional ideas soon the Microbiologists lose the power of thinking on many clinical interpretations with grave impact on patient care if automation is solely depended upon, As we transform ourselves into creatures of the screen, as we see on the personal computer monitors, we face an existential question: Does our essence still lie in what we know, or are we now content to be defined by what we want? If we don’t grapple with that question ourselves, our gadgets will be happy to answer it for us.” On the bacteriology side “phenotypic testing involves relatively low-cost systems to begin with when you’re doing manual methodology. There are scaled systems for blood cultures and for automated bacterial ID and susceptibility testing and so forth, but some of the new technologies like MALDI-TOF are priced pretty high and may be harder for smaller labs to cost-justify. Soon many laboratories with critical patients should find better methods to identify the septic conditions in the patients for better survival and decreasing mortality and morbidity, Today many of Our Blood culture systems automated with Bact alert and Vitek 2 advances, someone asked me to speak on Conventional methods in Diagnostic Microbiology it enlightens me unless one is proficient in the traditional knowledge it is not possible to control the results generated on any automation protocols. While machine-generated data is not the same thing as machine-generated knowledge, in the same way that automation is not the same thing as artificial intelligence, if we consider how much of our knowledge, and our responsibility for doing something with it, we’re turning over to machines through automation, it might give us pause to hit the pause button—if not the stop button—in some cases. – Going forward, it will be imperative that laboratories assess this new technology in objective, comparative, and preferably prospective clinical studies. Such studies will be necessary to define the true, rather than perceived or hoped-for, value of front-end and total laboratory automation in clinical microbiology. My early challenges were in 1993 at Apollo Hospital Chennai when I was working with the modern automated tube ELISA from Abbot Singapore, many errors from sampling to reading at the final documentation, as we can control many modern machines with wisdom and certainly not our man power. While machine-generated data is not the same thing as machine-generated knowledge, in the same way that automation is not the same thing as artificial intelligence, WHY WE NEED TO KNOW CONVENTIONAL METHODS WELL - Automation has many limits on many matters however we cannot allow machine to be better than man or our purpose with qualifications with MD awarded by our colleges / Universities will be lost, above all you lose the
  • 2. power to control the laboratory staff, Technicians will become the master of the Game In addition to the higher cost and thus higher latency of automated testing, it is also possible that automated testing will just miss things. Sometimes really obvious things. Just like the computers in House that missed the parasites, in the computer testing so too will test automation miss things. Effects are common. Automation cannot catch all of these. Each one has to be specifically programmed for. At some point, the returns diminish and the test is set in stone people lose confidence and try evaluating qualified people, Any bugs which lie outside that circle will never be found. At least, not until the program is shipped and people try to actually use it. There are a near-infinite amount of things that can go wrong in software. Side effects are common. Automation cannot catch all of these. Each one has to be specifically programmed for the problem, is that the automation is at an intermediate level of intelligence, powerful enough to take over control that used to be done by people, but not powerful enough to handle all abnormalities. Moreover, its level of intelligence is insufficient to provide the continual, appropriate feedback that occurs naturally among human operators. This is the source of the current difficulties. To solve this problem, the automation should either be made less intelligent or we should start improving to trouble shoot errors THE GREAT QUESTION TO MANY MICROBIOLOGITS “Obviously, you need to ask not only the cost-benefit but also the impact of a new technology in your lab and the impact clinically. Will it work in your practice setting and for your patients and your technical staff? So it’s always a multifactorial decision WHAT TO DO WITH THE AUOTMATION HOW FAR WE REACH OUR GOALS A QUESTION HUNTS AFTER INVESTING GREAT AMOUNT OF MONEY. I WISH TIME IS RIGHT TO GET OUR POSTGRADAUTE STUDENTS TO BE TRAINED IN CREDITED LABORATOREIS WITH AUTOMATION AND MOLECULAR METHODS AND MORE OF THE SYLABBS TO STRUCTURED ON AUTOMATION WITH EQUAL EMPHASIS ON IMPORTANCE ON CONVENTIONAL MICROBIOLOGY. Ref 1 Automation and the Danger of Lost Knowledge by: Ocdqblog 2 The Dangers of Test Automation Steve Rowe Blogs 3 Microbiology automation: finding the right mix Anne Paxton Dr.T.V.Rao MD Professor of Microbiology Freelance writer