THE COMPUTATIONAL PATHOLOGY COMPANY
USING AI TO HELP PATHOLOGISTS IN THEIR DAILY ROUTINE
IDENTIFY.BIO HAS BUILED ITS FIRST AI ALGORITHM
"The Pap Smer Pre Screening Tool"
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Used to pre-screen Liquid Based Cytology Pap smear specimens before diagnosis by the pathologist / cytotechnician as the case may be. The algorithm will flag cases suspicious for abnormalities such that the pathologist / cytotechnician would only need to examine 20% of the smears that were originally received at the lab The rest of the slides require no further review.
The algorithm would flag cases suspicious of containing squamous cell carcinoma or its pre-cursor lesions, adenocarcinoma and organisms like candida and bacterial vaginosis. These regions would be identified and the user would only have to look at these areas of abnormality and not the entire slide.
IN USA
50 - 60 Millon
Smears administrated annually
IN INDIA
1 - 2 Millon
Smears administrated annually
This large volume has made it burdensome for lab.
The Pap smear is the primary diagnostic test used to detect cervical cancer early in women. The volume has become so large that it is now becoming burdensome on labs to diagnose these smears in a timely manner, without impacting other parts of operations.
Tech Specs
Intended User
Research use only
Specimen
Liquid Based Cytology Pap Smear
(ThinPrep and SurePath)
Scanners we have tested with
Leica, Motic, Hamamatsu
Image format
All OpenSlide formats
Input
Whole slide image of the Pap smear
Output: Review / No Review
(Whether or not the pathologist should review the slide)
LET US SAVE YOUR TIME!
OUR ALGORITHM SAVES UP TO 11 HOURS OF MANUAL EFFORTS
Time saving by implementing our Ai (for diagnosis + reporting):
OLD PROCESS
5 - 7
MIN / SLIDES
X
100 SLIDES
NEW PROCESS
2 - 3
MIN / SLIDES
X
100 SLIDES
500-700
MIN / SLIDES
X
100 SLIDES
20 - 60
MIN / SLIDES
X
100 SLIDES
LET US SAVE YOUR TIME!
OUR ALGORITHM SAVES UP TO 11 HOURS OF MANUAL EFFORTS
Time saving by implementing our Ai (for diagnosis + reporting):
5 - 7
OLD PROCESS
MIN / SLIDES
X
100 SLIDES
500 - 700
MINUTES
8 - 12 HOURS
2 - 3
NEW PROCESS
MINS / SLIDES
X
100 SLIDES
20 - 60
MINUTES
October 2023
Company Incorporation
October 2021
Clinical Evaluation of our Whole Slide Imaging Viewer complete
Feburary 2023
August 2023
2 Posters selected for presentation at PathVisions 2023
Obtained ISO 13485 Certificate for our Quality Management System
August 2023
MILESTONES
Submitted documentation for marketing approval in India
MEET THE TEAM
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Rushabh Mehta
Founder & CEO
Rushabh is the co-founder and CEO of identify.bio responsible for day-to-day operations of the company.
Rushabh is the co-founder and CEO of identify.bio responsible for day-to-day operations of the company.
His past experience includes leading multi-disciplinary teams building big data and AI applications for leading global retailers and consumer brands.
He has an undergraduate degree from Babson College, MA, USA and an executive postgraduate degree in analytics and AI from IIM, Bangalore, India.
Rushabh Mehta
Founder & CEO
FOUNDERS
Akshay Daftare
Founder
Rushabh is the co-founder and CEO of identify.bio responsible for day-to-day operations of the company.
Rushabh is the co-founder and CEO of identify.bio responsible for day-to-day operations of the company.
His past experience includes leading multi-disciplinary teams building big data and AI applications for leading global retailers and consumer brands.
He has an undergraduate degree from Babson College, MA, USA and an executive postgraduate degree in analytics and AI from IIM, Bangalore, India.
Akshay Daftare
Founder & CEO
Rushabh Mehta
Founder & CEO
Rushabh is the co-founder and CEO of identify.bio responsible for day-to-day operations of the company.
Rushabh is the co-founder and CEO of identify.bio responsible for day-to-day operations of the company.
His past experience includes leading multi-disciplinary teams building big data and AI applications for leading global retailers and consumer brands.
He has an undergraduate degree from Babson College, MA, USA and an executive postgraduate degree in analytics and AI from IIM, Bangalore, India.
Rushabh Mehta
Founder & CEO
IDENTIFY.BIO HAS BUILED ITS FIRST AI ALGORITHM
"The Pap Smer Pre Screening Tool"
Used to pre-screen Liquid Based Cytology Pap smear specimens before diagnosis by the pathologist / cytotechnician as the case may be. The algorithm will flag cases suspicious for abnormalities such that the pathologist / cytotechnician would only need to examine 20% of the smears that were originally received at the lab The rest of the slides require no further review.
The algorithm would flag cases suspicious of containing squamous cell carcinoma or its pre-cursor lesions, adenocarcinoma and organisms like candida and bacterial vaginosis. These regions would be identified and the user would only have to look at these areas of abnormality and not the entire slide.
Tech Specs
Intended User
Research use only
Specimen
Liquid Based Cytology Pap Smear
(ThinPrep and SurePath)
Scanners we have tested with
Leica, Motic, Hamamatsu
Image format
All OpenSlide formats
Input
Whole slide image of the Pap smear
Output: Review / No Review
(Whether or not the pathologist should review the slide)
MILESTONES
October 2021
Company incorporation
Clinical Evaluation of WSI viewer
ISO 13485 certification
Selection of 2 posters to present at PathVisions 2023
Submission of documents to DCGI for approval in India
MEET THE TEAM
FOUNDERS
RUSHABH MEHTA
Rushabh is the co-founder and CEO of identify.bio responsible for day-to-day operations of the company. His past experience includes leading multi-disciplinary teams building big data and AI applications for leading global retailers and consumer brands. He has an undergraduate degree from Babson College, MA, USA and an executive postgraduate degree in analytics and AI from IIM, Bangalore, India.
RUSHABH MEHTA
Founder & CEO
Founder & CEO
AKSHAY DAFTARE
Akshay currently serves as Director at SIRO Clinpharm, in charge of Global Business Development Activities and Operations. Akshay provides oversight, leadership, and guidance in the management of the company. He spent the first 4 years of his career at Bharat Serums and Vaccines. He then joined SIRO Clinpharm in 2018 to look after the Global Business Development and Operations. Akshay has an undergraduate degree in Economics and Mathematics from Emory University, GA, USA.
RUSHABH MEHTA
Founder & CEO
Co-founder
RUSHABH MEHTA
Rushabh is the co-founder and CEO of identify.bio responsible for day-to-day operations of the company. His past experience includes leading multi-disciplinary teams building big data and AI applications for leading global retailers and consumer brands. He has an undergraduate degree from Babson College, MA, USA and an executive postgraduate degree in analytics and AI from IIM, Bangalore, India.
RUSHABH MEHTA
Founder & CEO
Founder & CEO
SCIENTIFIC ADVISORY COMMITTEE
Dr. Nitin Gangane
Dr. Girish Muzumdar
Dr. Girish Muzumdar (MD Pathology) serves as the Medical Director of identify.bio. He is also currently the Head of Surgical Pathology at the Bombay Hospital Institute of Medical Sciences. He has previously served as consultant Histopathologist to some of the largest central laboratories in India most recently at Suburban Diagnostics and earlier at Metropolis. Dr. Muzumdar was the Head of Surgical Pathology at the Asian Cancer Institute for 7 years. Dr. Muzumdar has published more than 30 research papers in reputed journals and has over 35 years of experience in surgical pathology and cytopathology.
Dr. Nitin Gangane
Dr. Nitin Gangane (MD,DNB,FUICC,FICP,FAMS, Ph.D) is currently the Vice-Chancellor of Jawaharlal Nehru Medical College. He was previously the Dean of Mahatma Gandhi Institute of Medical Sciences (MGIMS), Sevagram, Wardha, Maharashtra. He has been awarded Yamagiwa-Yoshida Memorial International Cancer Study Grant by UICC to work at International agency for research on cancer (WHO), Lyon, France and NIDCR/NIH, Bethesda, USA. He has also received Fellowship from Association of Nordic cancer society’s and the Indian Council of Medical research. He has more than 180 national and international publications to his credit. Dr. Gangane has been the Principal Investigator in seven research projects and co-investigator in 12 projects funded by international bodies like IARC (WHO), UICC, NIH, University of Umea and national funding agencies like ICMR, UGC, and DST. He has been a member of Governing Bodies such as Indian Council of Medical Research. He was also the Member of Management and Academic Council of Maharashtra University of Health Sciences. He has earlier worked on Senate of Maharashtra University of Health Sciences, Nashik, Maharashtra. He was the President of Maharashtra chapter of Indian Association of Pathologists and Microbiologists from 2006 to 2009
Dr. Girish Muzumdar
Dr. Girish Muzumdar (MD Pathology) serves as the Medical Director of identify.bio. He is also currently the Head of Surgical Pathology at the Bombay Hospital Institute of Medical Sciences. He has previously served as consultant Histopathologist to some of the largest central laboratories in India most recently at Suburban Diagnostics and earlier at Metropolis. Dr. Muzumdar was the Head of Surgical Pathology at the Asian Cancer Institute for 7 years. Dr. Muzumdar has published more than 30 research papers in reputed journals and has over 35 years of experience in surgical pathology and cytopathology.
MEET THE TEAM
FOUNDERS
Rushabh Mehta
Co-Founder & CEO
Rushabh is the co-founder and CEO of identify.bio responsible for day-to-day operations of the company. His past experience includes leading multi-disciplinary teams building big data and AI applications for leading global retailers and consumer brands. He has an undergraduate degree from Babson College, MA, USA and an executive postgraduate degree in analytics and AI from IIM, Bangalore, India.
Akshay Daftare
Co-Founder
Akshay currently serves as Director at SIRO Clinpharm, in charge of Global Business Development Activities and Operations. Akshay provides oversight, leadership, and guidance in the management of the company. He spent the first 4 years of his career at Bharat Serums and Vaccines. He then joined SIRO Clinpharm in 2018 to look after the Global Business Development and Operations. Akshay has an undergraduate degree in Economics and Mathematics from Emory University, GA, USA.
Rushabh Mehta
Co-Founder & CEO
Rushabh is the co-founder and CEO of identify.bio responsible for day-to-day operations of the company. His past experience includes leading multi-disciplinary teams building big data and AI applications for leading global retailers and consumer brands. He has an undergraduate degree from Babson College, MA, USA and an executive postgraduate degree in analytics and AI from IIM, Bangalore, India.
SCIENTIFIC ADVISORY COMMITTEE
Dr. Nitin Gangane
Dr. Nitin Gangane (MD,DNB,FUICC,FICP,FAMS, Ph.D) is currently the Vice-Chancellor of Jawaharlal Nehru Medical College. He was previously the Dean of Mahatma Gandhi Institute of Medical Sciences (MGIMS), Sevagram, Wardha, Maharashtra. He has been awarded Yamagiwa-Yoshida Memorial International Cancer Study Grant by UICC to work at International agency for research on cancer (WHO), Lyon, France and NIDCR/NIH, Bethesda, USA. He has also received Fellowship from Association of Nordic cancer society’s and the Indian Council of Medical research. He has more than 180 national and international publications to his credit. Dr. Gangane has been the Principal Investigator in seven research projects and co-investigator in 12 projects funded by international bodies like IARC (WHO), UICC, NIH, University of Umea and national funding agencies like ICMR, UGC, and DST. He has been a member of Governing Bodies such as Indian Council of Medical Research. He was also the Member of Management and Academic Council of Maharashtra University of Health Sciences. He has earlier worked on Senate of Maharashtra University of Health Sciences, Nashik, Maharashtra. He was the President of Maharashtra chapter of Indian Association of Pathologists and Microbiologists from 2006 to 2009
Dr. Girish Muzumdar
Dr. Girish Muzumdar (MD Pathology) serves as the Medical Director of identify.bio. He is also currently the Head of Surgical Pathology at the Bombay Hospital Institute of Medical Sciences. He has previously served as consultant Histopathologist to some of the largest central laboratories in India most recently at Suburban Diagnostics and earlier at Metropolis. Dr. Muzumdar was the Head of Surgical Pathology at the Asian Cancer Institute for 7 years. Dr. Muzumdar has published more than 30 research papers in reputed journals and has over 35 years of experience in surgical pathology and cytopathology.
Dr. Anupama Gupta
Dr. Anupama Gupta is a professor and the Head of Department (Pathology) at the Mahatma Gandhi Institute of Medical Sciences, Sevagram, India. An alumnus of Gajra Raja Medical College, Gwalior, Dr Anupama obtained MD (Pathology) in 1994 and joined MGIMS as a lecturer in 1995. Trained in Oncopathology at Tata Memorial Hospital, Mumbai and keenly interested in Cytopathology, she was instrumental in establishing a flowcytometry laboratory in her department. Dr. Gupta has conducted and published more then 10 primary research projects. She is the Principal investigator for the ‘Population Based Cancer Registry’ in Wardha. It registers all the confirmed and suspected cases of cancer occurring in the Wardha district, including the incidence and mortality. It also follows all the patients of common cancers for compliance with treatment and the survival status. She is President of ‘The marginalized’, an NGO working for women and marginalized communities. Dr. Gupta is a known literary figure in the Vidarbha region and also a motivational speaker.
Dr. Girish Muzumdar
Dr. Girish Muzumdar (MD Pathology) serves as the Medical Director of identify.bio. He is also currently the Head of Surgical Pathology at the Bombay Hospital Institute of Medical Sciences. He has previously served as consultant Histopathologist to some of the largest central laboratories in India most recently at Suburban Diagnostics and earlier at Metropolis. Dr. Muzumdar was the Head of Surgical Pathology at the Asian Cancer Institute for 7 years. Dr. Muzumdar has published more than 30 research papers in reputed journals and has over 35 years of experience in surgical pathology and cytopathology.
MILESTONES
Company Incorporation
Clinical Evaluation of Whole Slide Imaging Viewer complete
Clinical Evaluation of Whole Slide Imaging Viewer complete
Clinical Evaluation of Whole Slide Imaging Viewer complete
