PhD · AI Researcher · Medical Imaging
Betshrine Rachel Jibinsingh
Ph.D. in Computer Science & Engineering, specializing in AI-driven medical imaging, federated learning, and privacy-preserving diagnostic systems for pulmonary and critical care conditions.
17+
Publications
2
Patents Filed
91%
Peak Accuracy
7+
Years Research
01 / About
Who I Am
I am a Ph.D. graduate in Computer Science and Engineering with a research focus on AI-driven medical imaging, specifically in disease diagnosis. My work integrates evolutionary algorithms, deep learning, and privacy-preserving techniques such as federated learning to develop clinically relevant and scalable diagnostic tools.
I have experience working with real-world datasets including MIMIC-III, and my models have achieved high diagnostic accuracy in detecting COVID-19 and sepsis.
Currently based in Atlanta, GA, USA, I am open to research collaborations, postdoctoral positions, and industry roles in AI-driven healthcare technology.
📍
Atlanta, GA 30080, USA
Research Interests
AI & Deep Learning in Medical Imaging
Developing CNN-based architectures and evolutionary optimization methods for CT/X-ray/MRI analysis in pulmonary disorders.
Privacy-Preserving & Federated Learning
Designing distributed AI systems that protect patient data while enabling collaborative model training across institutions.
Radiomics & Pulmonary Diagnostics
Quantitative feature extraction from chest CT slices for early detection and classification of COVID-19 and pulmonary edema.
Translational AI in Critical Care
Applying MIMIC-III clinical and waveform data to build early warning systems for sepsis, delirium, and neonatal conditions.
03 / Education
Academic Background
Trained at Anna University across undergraduate, postgraduate, and doctoral levels.
Oct 2024
Doctor of Philosophy (PhD)
Computer Science and Engineering · Anna University · India
May 2016
Master of Engineering
Computer Science and Engineering · Anna University · India
May 2012
Bachelor of Technology
Information Technology · Anna University · India
04 / Skills
Technical Expertise
A broad toolkit spanning programming, ML frameworks, medical AI, and research communication.
Programming Languages
ML / DL Frameworks
Medical AI
AI Specializations
Research Skills
Professional Skills
05 / Publications
Research Output
Peer-reviewed journal articles spanning AI-driven diagnostics, federated learning, and critical care AI.
Diagnosis of COVID-19 from CT Slices using Whale Optimization Algorithm, SVM and Multi-Layer Perceptron
Diagnosis of COVID-19 from CT Slices using Flower Pollination Algorithm, K-Nearest Neighbor, and SVM Classifiers
Revolutionizing Healthcare Informatics With Fuzzy Logic: Smarter Data, Smarter Decisions
Multimodal Learning for Neonatal Sepsis Detection in the NICU Using Brain-Inspired Graph Neural Networks Accepted
FL-WOSP: Federated Learning with Walrus Optimization Algorithm for Sepsis Prediction Using MIMIC III Data
A Systematic Review of Privacy-Preserving Federated Learning in Decentralized Healthcare Systems
8 – 17 · Additional Manuscripts Under Review
05b / Books
Book Authorship
Book 01
Synergies of 6G and IoT
IEEE Wiley · Accepted May 2025
Book 02
International Research on Sustainability and Innovation: A Multidisciplinary Approach to Global Development
Innovative Global Publishing · 2025
Book 03
International Perspectives on Multidisciplinary Research, Innovations, Challenges and Future Directions
Innovative Global Publishing House · 2025
06 / Patents
Intellectual Property
Patents filed with the Indian Patent Office covering AI-based healthcare diagnostics.
AI and Machine Learning-Based Deep Learning Framework for Predictive Healthcare Diagnostics
FiledAI-Based Predictive Analytics of Complex Data Sets in the Diagnosis of Critical Lung Cancer in Clinical Traits
Filed
07 / Experience
Work Experience
Researcher / Faculty
Information & Communication Engineering · Anna University, Chennai, India
- Developed three CAD systems for COVID-19 and pulmonary disorder diagnosis, achieving accuracies of 88.94%, 88.02%, and 91.30%.
- Taught 10+ core courses including Machine Learning, Data Science, Medical Imaging Systems, Radiotherapy, and Medical Image Processing.
- Supervised multiple Master's theses in lung imaging and diagnostic modeling.
- Conducted public seminars and awareness programs on COVID-19 and imaging-based diagnosis.
- Doctoral dissertation rated in the highest category by both foreign and native examiners.
Assistant Professor
M.E.T. College of Engineering · India
- Taught Computer Organization and Architecture, DBMS, Data Structures, and Algorithms.
- Designed and evaluated comprehensive student assessments; provided targeted feedback.
- Served on departmental curriculum and accreditation committees.
Faculty Lecturer
Arignar Anna Institute of Technology · India
- Taught Data Structures, Algorithms, and Machine Learning fundamentals.
- Mentored final-year projects applying AI and data analytics to real-world problems.
- Assisted in curriculum development integrating emerging topics.
08 / Memberships
Professional Memberships
IEEE
Institute of Electrical and Electronics Engineers
Senior Member since July 2025
Member since January 2009
ID: 100544827
Member since January 2009
ID: 100544827
ACM
Association for Computing Machinery
Professional Member since 2025
ID: 1871408
ID: 1871408
CSI
Computer Society of India
Professional Member
ID: 7021240116
ID: 7021240116
Get In Touch
Open to Collaborations
Interested in research partnerships, postdoctoral positions, or industry roles in AI-driven healthcare? Let's connect.
Send an Email ✉