Professional Publications

Medical Projects
Utilizing ocular imaging data and deep learning to diagnose open angle glaucoma and diabetic retinopathy
Sahana Srinivasan, Chaya Ravindra
SPIE Optics + Photonics 2025
September 2025

Computer Vision Projects
Revolutionizing flood mapping: a deep-learning approach for accurate image segmentation
Saanvi Bhosekar
SPIE Optics + Photonics 2025
April 2025

Computer Vision Projects
Hybrid deep learning and transfer learning approaches in solar flare detection
Prisha Arora
SPIE Optics + Photonics 2025
April 2025

Object Detection
Star and Constellation Recognition using YOLO framework
Emmett Chen, Pallavi Bajpai, Smriti H Bhandari
AIMLSystems '24: Proceedings of the 4th International Conference on AI-ML Systems
March 2025

Computer Vision Projects
Brain tumor identification with MRI imaging using convolutional neural networks
Anisha Sathish and Chaya Ravindra
SPIE Proceedings Volume 13138, Applications of Machine Learning 2024
October 2024

Computer Vision Projects
YOLO driven dashcam analysis for road surface defect and pothole detection
Atharva Manjunath and Hardik Mavdiya
SPIE Proceedings Volume 13138, Applications of Machine Learning 2024
October 2024

Medical Projects
Transfer learning and hybrid models for the classification of eye diseases on retinal images
Dhriti Kumar and Chaya Ravindra
SPIE Proceedings Volume 13138, Applications of Machine Learning 2024
October 2024

Medical Projects
Cervical Cancer Detection Using Deep Learning on Liquid-Based Cytology Pap Smear Images
Adya Bharadwaj and Atul Dubey
IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)
August 2024

Computer Vision Projects
Optimizing Pediatric Pneumonia Diagnosis with Lightweight MobileNetV2 and VAE-GAN Techniques in Chest X-Ray Analysis
Shriya Shukla and Lachin Fernando
International Journal of Biomedical and Biological Engineering
May 2024

Drug Discovery Project
Machine Learning-Driven Predictions for Janus Kinase 3 Protein Drug Effectiveness
Awani Gadre, Sindhu Ghanta, and Bharath Ramsundar
IEEE First International Conference on Artificial Intelligence for Medicine, Health and Care (AIMHC)
February 2024

Data Science Projects
Integrative Sentiment Analysis: Leveraging Audio, Visual, and Textual Data
Jason Chu and Sindhu Ghanta
International Conference on AI, Machine Learning and Applications
January 2024

Medical Projects
Energy Efficient Learning Algorithms for Glaucoma Diagnosis
Krish Nachnani
International Conference on Machine Learning and Applications (ICMLA)
December 2023

Medical Projects
Improving AML Diagnosis Precision: Deep Learning-Based Classification of Leukocyte Morphology and Malignancy
Venkat Penmetsa, Lachin Fernando and Sindhu Ghanta
International Conference on Machine Learning and Applications (ICMLA)
December 2023

Computer Vision Projects
Building a smarter surveillance system: real-time animal identification using deep learning
Jordan Labio and Atul Dubey
Proceedings Volume 12675, Applications of Machine Learning 2023; 1267510
October 2023

Computer Vision Projects
Real-time Waste Segregation at the Individual Level: The Smart Waste Sorter
Shriya Shukla and Atul Dubey
Proc. SPIE 12528, Real-Time Image Processing and Deep Learning
June 2023

Medical Projects
A Time Series Clinical Data-driven Preprocessing Approach to Early Sepsis Diagnosis
Sadik Aref; Lachin Fernando; Sindhu Ghanta
IEEE Conference on Artificial Intelligence (CAI)
June 2023

Data Science Projects
Edge Sensor and Machine Learning Based Ventilation Management to Reduce Airborne Disease Spread
Danika Gupta, Meenakshi Nair, Shriya Shukla
IEEE World AI IoT Congress (AIIoT)
June 2023

GenAI Projects
A Machine Learning/Deep Learning Hybrid for Augmenting Teacher-Led Online Dance Education
Catherine Hung
3rd International Conference on AI, Machine Learning and Applications
February 2023

Data Science Projects
Comparative Study of Anxiety Symptoms' Predictions from Discord Chat Messages Using AutoML
Anishka Duvvuri
International Conference on Machine Learning and Soft Computing
January 2023

Data Science Projects
Employing Deep Learning to Quantify Power Plant Greenhouse Gas Emissions via Remote Sensing Data
Aryan Jain
AAAI Climate Change Workshop
November 2022

Data Science Projects
Utilizing Machine Learning Algorithms in a Data-Driven Approach to the Prediction of Vehicle Battery State of Charge with BMW i3 Datasets
Shreya Puri
SAE Technical Paper
October 2022

Data Science Projects
Early Detection of Alzheimer’s via Machine Learning with Multi-Modal Data
Danika Gupta
Proceedings Volume 12227, Applications of Machine Learning
October 2022

Medical Projects
Optimization of Image Recognition for the Identification of Psoriasis and Eczema
Ankita Chatterjee
Applications of Machine Learning 2022 - SPIE Optics
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