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MAXILLOFACIAL RADIOLOGIST

6238408318 | [email protected] |

Skills: Medical and Dental Radiology, Python, SPSS, ML/DL Models for Healthcare

About Me Passionate and highly skilled healthcare professional with expertise in artificial intelligence and medical imaging, seeking a challenging role in AI-driven healthcare innovation. Aiming to contribute to a forward-thinking organization where I can apply my knowledge in deep learning, model development, and medical imaging to solve complex healthcare challenges and advance the field of medical AI.

Experience

IIT KHARAGPUR- EECE DEPARTMENT | RESEARCH INVESTIGATOR-TECHNICAL | 2024

• Bio design process associated with development of medical diagnostic and monitoring devices • Team leader for multidisciplinary project for development of Neonatal monitoring device • Patent filing and Intellectual Property related contributions. • Developed machine learning models for prediction

SCB DENTAL COLLEGE AND HOSPITAL | SENIOR RESIDENT |2023-2024

• Radiological interpretations-2D and 3D imaging modalities • Collaborated with interdisciplinary teams for treatment planning of maxillofacial pathologies. • Contributions to labelled dataset generations for training algorithms and models.

SCB DENTAL COLLEGE AND HOSPITAL | JUNIOR RESIDENT | 2020-2023

• Retrospective studies associated with DL based models for detection of landmarks. • Preprocessing and Data augmentation procedures for CBCT based data. • Conducted statistical tests for decision support and testing hypothesis • Presentation of clinical cases and research-based observations • Collaborated with interdisciplinary teams for treatment planning of maxillofacial pathologies

SWOSTI DENTAL CLINIC, ODISHA | CLINICAL OBSERVER AND RESEARCHER | 2018-2020

• Presentation of clinical cases and research-based data collection and processing. • Collaborated with interdisciplinary teams for treatment planning of maxillofacial pathologies

GOVERNMENT DENTAL COLLEGE, THIRUVANANTHAPURAM | INTERN | 2017-2018

• Independent management of OPD services and general treatment procedures • Patient education and infection control. • Outreach programs for educating students and children in remote areas. • Preclinical procedures for prosthetic rehabilitation of maxillofacial surgical outcomes.

Education

Indian Institute of Technology, Kharagpur | MedTech Biodesign Fellowship | 2024- Present

(ICMR-IIT KGP MedTech CLiMB Biodesign Fellowship)

Major: Electronics and Electrical Communication Engineering | Minor: AI in healthcare

Utkal University, Odisha | Master of Dental Surgery (MDS) | 2012-2017

SCB Medical College and Hospital | Cuttack, Odisha

Major: Oral Medicine and Radiology

Kerala University of Health Sciences, Kerala | Bachelor of Dental Surgery (BDS) | 2012-2017

Government Dental College, Thiruvananthapuram

Major: Clinical Dental Subjects | Minor: Basic Sciences

Projects

Medical Image Computing and Computer Assisted Intervention (MCCAI) 2024

TOOTHFAIRY2 Grand Challenge based on Multi-Structure Segmentation in CBCT Volume

nnU-Net V2 for automated model optimization exemplifies their dedication to advancing medical diagnostics through technology. This project not only aims to excel in the ToothFairy 2024 challenge but also sets a benchmark for future research in automated deep learning applications in medical imaging.

Dependencies

• numpy, pandas, scikit-learn, and SimpleITK. • nnU-Net V2 framework\

• These libraries are critical for data manipulation, machine learning operations, and medical image processing, providing a robust foundation for the algorithms.

DICOM Viewer and Converter 2024

Python based script for viewing and converting DICOM (Digital Imaging and Communications in Medicine) files. DICOM is the standard format for medical imaging data, and this script provides a simple and efficient way to visualize these images and convert them into more commonly used formats like PNG and JPEG.

Dependencies

• pydicom: For reading DICOM files • matplotlib: For displaying DICOM images • Pillow: For converting DICOM images to other formats • numpy: For numerical operations and normalization of image data.

Research Initiatives

Department of Electrical Engineeering, IIT Kharagpur 2024

SCB Dental College and Hospital 2020-2023

• Designed a retrospective radiographic study for generation of 3D-annotated maxillofacial CBCT based volumetric dataset.

• Data collection, preprocessing and annotation using ITK SNAP, 3D SLICER software

• Presentation of the research findings and observations\

School of Medical Science Technology, IIT Kharagpur 2024

• Designed an algorithm for the automatic multi-structure segmentation of maxillofacial annotated-CBCT dataset

• Data collection, preprocessing, augmentation and annotations

• Creation of annotation masks and associated JSON files

• Code creation using Python and nnUNet Framework for model creation

• Presentation of the research findings and observations

Undergraduate Research Initiatives

Department of Conservative Dentistry & Endodontics 2016-2017

Mentor- Dr.Anulekh Babu, Associate Professor, GDC Thiruvananthapuram, Kerala, India

• Designed an Institutional based observational pilot study for microbial assessment of religious threads worn by dental staff.

• Data collection, interpretation and analysis using statistical analysis tool-SPSS

• Presentation of the research findings and observations

Department of Prosthodontics & Implantology 2015-2016

Mentor- Dr.Harshakumar K, Professor, and Head of Department,, GDC Thiruvananthapuram, Kerala,India

• Designed an observational pilot study to compare the patient comfort for conventional osteotomes and Twist to Drive Osteotomes (an indigenous variant), for implant placement

• Collection of patient related observations using VAS based questionnaire

• Data collection, analysis and interpretation of results

• Presentation of research related findings

Affiliations

European Academy of Dentomaxillofacial Radiology (EADMFR) 2024 International Student Member

European Society of Radiology (ESR) 2023-2025 Associate Member/Corresponding Member

American Roentgen Ray Society (ARRS) 2023-2024 International Member

Radiological Society of North America (RSNA) 2023-2024 International Member

International Association of Student Clinicians- American Dental Association (SCADA) 2016 Life Long International Member

Awards

Medical Image Computing and Computer Assisted Intervention (MCCAI) 2024

TOOTHFAIRY2 Grand Challenge based on Multi-Structure Segmentation in CBCT Volume

Rank: 28 /130 (Worldwide in Final Test Phase) Rank: 27/164(Worldwide in Preliminary Phase)

Utkal University 2024

Gold Medalist for securing maximum marks in MDS examinations

Cochin Periodontists Society- COPS 2016

The Most Promising Senior Undergraduate Student in Dentistry

Workshops and Certificate Courses

Deep Learning and Medical Imaging Certificate Summer School

Department of Electrical Engineering, IIT Kharagpur 2024

ABAIM- Certification Course for AI in Medicine-Introductory

American Board of Artificial Intelligence in Medicine 2024

AI for Medicine Specialization

DeepLearning.AI/ Coursera 2024

Short Term Course on AI and Law

Indian Institute of Technology, Kharagpur 2024

CME Certificate Course for Ethics of AI in Radiology

Radiological Society of North America 2024

Basic Course in Biomedical Research

ICMR- National Institute of Epidemiology 2024

Conferences Proceedings

Deep Learning and Medical Imaging Certificate Summer School 2024

Original Research Poster: Navigating the Maxillary Sinus Maze: Unraveling Schneiderian Volume Changes in Periapical Lesions using DL models

19th European Congress of Dentomaxillofacial Radiology (ECDMFR) 2024

Original Research Presentation: “Unveiling oropharyngeal airway characteristics in oral submucous fibrosis: A cross-sectional study employing three-dimensional volumetric analysis”.

33rd IAOMR NATIONAL CONFERENCE 2023

Original Research Presentation: “Volumetric Assessment of Oropharyngeal Airway using Cone Beam Computed Tomography data.”

32nd IAOMR NATIONAL CONFERENCE 2021

Original Research Presentation: “Assessment of Schneiderian Membrane Thickening and its association with Periapical Inflammatory Lesions.”

KUHS National Conference on Students’ Medical Research 2017

Best Paper Award Presentation on “Microbiological Assessment of Religious Threads Worn by Dental staff.”

20th Dentsply IDA Student Clinician Research Program 2016

Table clinic presentation ‘’Twist to Drive Osteotomes for Implant Placement –A Novel Variant for Patient Comfort.’’

Leadership and Community Services

Junior Doctors’ Association (JDA) 2021-2022

Secretary -Social Services Guild (SSG)

Make A Difference (MAD) 2015-2016

Ed Support Volunteer and Ed Support Mentor

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