Utilizing ocular imaging data and deep learning to diagnose open angle glaucoma and diabetic retinopathy

Sahana Srinivasan, Chaya Ravindra

SPIE Optics + Photonics 2025

Revolutionizing flood mapping: a deep-learning approach for accurate image segmentation

Saanvi Bhosekar

SPIE Optics + Photonics 2025

Hybrid deep learning and transfer learning approaches in solar flare detection

Prisha Arora

SPIE Optics + Photonics 2025

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

Brain tumor identification with MRI imaging using convolutional neural networks

Anisha Sathish and Chaya Ravindra

SPIE Proceedings Volume 13138, Applications of Machine Learning 2024

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

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

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)

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

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)

Integrative Sentiment Analysis: Leveraging Audio, Visual, and Textual Data

Jason Chu and Sindhu Ghanta

International Conference on AI, Machine Learning and Applications

Energy Efficient Learning Algorithms for Glaucoma Diagnosis

Krish Nachnani

International Conference on Machine Learning and Applications (ICMLA)

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)

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

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

A Time Series Clinical Data-driven Preprocessing Approach to Early Sepsis Diagnosis

Sadik Aref; Lachin Fernando; Sindhu Ghanta

IEEE Conference on Artificial Intelligence (CAI)

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)

A Machine Learning/Deep Learning Hybrid for Augmenting Teacher-Led Online Dance Education

Catherine Hung

3rd International Conference on AI, Machine Learning and Applications

Comparative Study of Anxiety Symptoms' Predictions from Discord Chat Messages Using AutoML

Anishka Duvvuri

International Conference on Machine Learning and Soft Computing

Employing Deep Learning to Quantify Power Plant Greenhouse Gas Emissions via Remote Sensing Data

Aryan Jain

AAAI Climate Change Workshop

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

Early Detection of Alzheimer’s via Machine Learning with Multi-Modal Data

Danika Gupta

Proceedings Volume 12227, Applications of Machine Learning

Optimization of Image Recognition for the Identification of Psoriasis and Eczema

Ankita Chatterjee

Applications of Machine Learning 2022 - SPIE Optics