CSIR-Cental Scientific Instruments Organisation Employee-personal page

Dr. VIREN SARDANA

Sr. Scientist, Centre of Excellence for Intelligent Sensors and Systems (ISenS)

Machine Learning and Data Analytics in Healthcare, Medical Imaging and Electronics

Current Work Area

With a background in medicine and engineering, I currently work with literature, guidelines, data and visual analytics to derive business and research intelligence and provide new insights into medical decision support applications. From R&D perspective, I have worked in the area of public health analytics, medical image processing and analytics, support in product development and life-cycle support for medical software and devices and machine learning in healthcare.

Qualification

• MBBS from M.S University, Baroda in 2007
• M.Tech from IIT, Kanpur in 2010 in Biological Sciences and Bio-Engineering

R&D Interest

Machine Learning
Data Analytics
Medical Imaging
Medical electronics
Human Physiology & Signal Processing
Rehabilitation Engineering and Brain Computer Interface

Research Publications

1. AGGARWAL MOHIT, GARG NEERJA, AGRAWAL ANURAG, SARDANA VIREN. Lung Function Reference Equations for Indian Ethnic Groups Based on a Handheld Forced Oscillation Device for Age 9-19 Years. Indian Journal of Pediatrics. 01-01-2023, 90(1), 61-68
2. SAHA SHUVODEEP, JINDAL KOMAL, SHAKTI DIVYA, TEWARY SUMAN, SARDANA VIREN. Chirplet transform-based machine-learning approach towards classification of cognitive state change using galvanic skin response and photoplethysmography signals. Expert Systems. 04-03-2022, e12958,
3. NEELAPU BALA CHAKRAVARTHY, KHARBANDA OM PRAKASH, SARDANA VIREN, GUPTA ABHISHEK, VASAMSETTI SRIKANTH, SARDANA H K. Automatic localization of three-dimensional cephalometric landmarks on CBCT images by extracting symmetry features of the skull.. DentoMaxilloFacial Radiology. 01-02-2018, 47(2), 20170054
4. NEELAPU BALA CHAKRAVARTHY, KHARBANDA OM PRAKASH, SARDANA H K, GUPTA ABHISHEK, VASAMSETTI SRIKANTH, BALACHANDRAN RAJIV, SARDANA VIREN. The reliability of different methods of manual volumetric segmentation of pharyngeal and sinonasal subregions. Oral Surgery Oral Medicine Oral Pathology Oral Radiology. 01-12-2017, 124(6), 577-587
5. NEELAPU BALA CHAKRAVARTHY, KHARBANDA OM PRAKASH, SARDANA VIREN, GUPTA ABHISHEK, VASAMSETTI SRIKANTH, SARDANA H K. A pilot study for segmentation of pharyngeal and sino-nasal airway subregions by automatic contour initialization. International Journal of Computer Assisted Radiology and Surgery. 01-11-2017, 12(11), 1877–1893
6. NEELAPU BALA CHAKRAVARTHY, KHARBANDA OM PRAKASH, SARDANA H K, BALACHANDRAN RAJIV, SARDANA VIREN, KAPOOR PRIYANKA, GUPTA ABHISHEK, VASAMSETTI SRIKANTH. Craniofacial and upper airway morphology in adult obstructive sleep apnea patients: A systematic review and meta-analysis of cephalometric studies. Sleep Medicine Reviews. 01-02-2017, 31, 79-90
7. GUPTA ABHISHEK, KHARBANDA OM PRAKASH, BALACHANDRAN RAJIV, SARDANA VIREN, KALRA SHILPA, CHAURASIA SUSHMA, SARDANA H K. Precision of manual landmark identification between as-received and oriented volume-rendered cone-beam computed tomography images. American Journal of Orthodontics and Dentofacial Orthopedics. 01-01-2017, 151(1), 118-131
8. GUPTA ABHISHEK, KHARBANDA OM PRAKASH, SARDANA VIREN, BALACHANDRAN RAJIV, SARDANA H K. Accuracy of 3D cephalometric measurements based on an automatic knowledge-based landmark detection algorithm. International Journal of Computer Assisted Radiology and Surgery. 24-12-2015, , 1-13
9. VASAMSETTI SRIKANTH, SARDANA VIREN, KHARBANDA OM PRAKASH, SARDANA H K. Automatic Landmark Identification in Lateral Cephalometric Images Using Optimized Template Matching. Journal of Medical Imaging and Health Informatics. 01-06-2015, 5(3), 458-470
10. GUPTA A, KHARBANDA OM PRAKASH, SARDANA VIREN, BALACHANDRAN RAJIV, SARDANA H K. A knowledge-based algorithm for automatic detection of cephalometric landmarks on CBCT images. International Journal of Computer Assisted Radiology and Surgery. 07-04-2015, ,

1. AGGARWAL MOHIT, GARG NEERJA, AGRAWAL ANURAG, SARDANA VIREN. Lung Function Reference Equations for Indian Ethnic Groups Based on a Handheld Forced Oscillation Device for Age 9-19 Years. Indian Journal of Pediatrics. 01-01-2023, 90(1), 61-68

2. SAHA SHUVODEEP, JINDAL KOMAL, SHAKTI DIVYA, TEWARY SUMAN, SARDANA VIREN. Chirplet transform-based machine-learning approach towards classification of cognitive state change using galvanic skin response and photoplethysmography signals. Expert Systems. 04-03-2022, e12958,

3. NEELAPU BALA CHAKRAVARTHY, KHARBANDA OM PRAKASH, SARDANA VIREN, GUPTA ABHISHEK, VASAMSETTI SRIKANTH, SARDANA H K. Automatic localization of three-dimensional cephalometric landmarks on CBCT images by extracting symmetry features of the skull.. DentoMaxilloFacial Radiology. 01-02-2018, 47(2), 20170054

4. NEELAPU BALA CHAKRAVARTHY, KHARBANDA OM PRAKASH, SARDANA H K, GUPTA ABHISHEK, VASAMSETTI SRIKANTH, BALACHANDRAN RAJIV, SARDANA VIREN. The reliability of different methods of manual volumetric segmentation of pharyngeal and sinonasal subregions. Oral Surgery Oral Medicine Oral Pathology Oral Radiology. 01-12-2017, 124(6), 577-587

5. NEELAPU BALA CHAKRAVARTHY, KHARBANDA OM PRAKASH, SARDANA VIREN, GUPTA ABHISHEK, VASAMSETTI SRIKANTH, SARDANA H K. A pilot study for segmentation of pharyngeal and sino-nasal airway subregions by automatic contour initialization. International Journal of Computer Assisted Radiology and Surgery. 01-11-2017, 12(11), 1877–1893

6. NEELAPU BALA CHAKRAVARTHY, KHARBANDA OM PRAKASH, SARDANA H K, BALACHANDRAN RAJIV, SARDANA VIREN, KAPOOR PRIYANKA, GUPTA ABHISHEK, VASAMSETTI SRIKANTH. Craniofacial and upper airway morphology in adult obstructive sleep apnea patients: A systematic review and meta-analysis of cephalometric studies. Sleep Medicine Reviews. 01-02-2017, 31, 79-90

7. GUPTA ABHISHEK, KHARBANDA OM PRAKASH, BALACHANDRAN RAJIV, SARDANA VIREN, KALRA SHILPA, CHAURASIA SUSHMA, SARDANA H K. Precision of manual landmark identification between as-received and oriented volume-rendered cone-beam computed tomography images. American Journal of Orthodontics and Dentofacial Orthopedics. 01-01-2017, 151(1), 118-131

8. GUPTA ABHISHEK, KHARBANDA OM PRAKASH, SARDANA VIREN, BALACHANDRAN RAJIV, SARDANA H K. Accuracy of 3D cephalometric measurements based on an automatic knowledge-based landmark detection algorithm. International Journal of Computer Assisted Radiology and Surgery. 24-12-2015, , 1-13

9. VASAMSETTI SRIKANTH, SARDANA VIREN, KHARBANDA OM PRAKASH, SARDANA H K. Automatic Landmark Identification in Lateral Cephalometric Images Using Optimized Template Matching. Journal of Medical Imaging and Health Informatics. 01-06-2015, 5(3), 458-470

10. GUPTA A, KHARBANDA OM PRAKASH, SARDANA VIREN, BALACHANDRAN RAJIV, SARDANA H K. A knowledge-based algorithm for automatic detection of cephalometric landmarks on CBCT images. International Journal of Computer Assisted Radiology and Surgery. 07-04-2015, ,

Patents

Patent(s) Filed
1. A METHOD FOR AUTOMATIC VOLUMETRIC SEGMENTATION OF HUMAN UPPER RESPIRATORY TRACT Country Filed: IN Application Number: 201711030803 Date of Filing: 31-08-2017 Inventor(s): NEELAPU BALA CHAKRAVARTHY, SARDANA H K, KHARBANDA OM PRAKASH, SARDANA VIREN, GUPTA ABHISHEK, VASAMSETTI SRIKANTH
2. A METHOD FOR AUTOMATIC DETECTION OF ANATOMICAL LANDMARKS IN VOLUMETRIC DATA Country Filed: US Application Number: 14/994044 Date of Filing: 19-01-2016 Inventor(s): GUPTA ABHISHEK, SARDANA H K, KHARBANDA OM PRAKASH, SARDANA VIREN

Patent(s) Filed

1. A METHOD FOR AUTOMATIC VOLUMETRIC SEGMENTATION OF HUMAN UPPER RESPIRATORY TRACT
Country Filed: IN
Application Number: 201711030803 Date of Filing: 31-08-2017
Inventor(s): NEELAPU BALA CHAKRAVARTHY, SARDANA H K, KHARBANDA OM PRAKASH, SARDANA VIREN, GUPTA ABHISHEK, VASAMSETTI SRIKANTH

2. A METHOD FOR AUTOMATIC DETECTION OF ANATOMICAL LANDMARKS IN VOLUMETRIC DATA
Country Filed: US
Application Number: 14/994044 Date of Filing: 19-01-2016
Inventor(s): GUPTA ABHISHEK, SARDANA H K, KHARBANDA OM PRAKASH, SARDANA VIREN

Significant recognition: Awards, Honours and Fellowships

Other Information

Technology (Developed/Transfered/Commercialised) / Software Applications, Algorithms designed/developed/deployed and implemented

1. AutoCEPH: 2-D cephalometric Analysis "http://ci.csio.res.in
2. CollabDDS: Collaborative Digital Diagnosis System https://collabdds.gov.in

Project(s) Ongoing

Project(s) Completed

Contact

Email:

viren[at]csio[dot]res[dot]in

CSIR-CSIO

Employee Profile