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Image Classification

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

Image Segmentation

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

Saanvi Bhosekar

SPIE Optics + Photonics 2025

April 2025

Image Classification

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

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

Object Detection

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

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

Image Classification

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

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

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

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

Energy Efficient Learning Algorithms for Glaucoma Diagnosis

Krish Nachnani

International Conference on Machine Learning and Applications (ICMLA)

December 2023

Medical

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

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

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

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

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

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

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

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

Aryan Jain

AAAI Climate Change Workshop

November 2022

Data Science

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

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

Danika Gupta

Proceedings Volume 12227, Applications of Machine Learning

October 2022

Medical

Optimization of Image Recognition for the Identification of Psoriasis and Eczema

Ankita Chatterjee

Applications of Machine Learning 2022 - SPIE Optics

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Medical Imaging

Enhancing MRI Analysis in Temporal Lobe Epilepsy: Sequential Classification and Segmentation of Hippocampal Structures

Vihan Bhattarjee

AIHealth 2026, The Third International Conference on AI-Health

March 2026

NLP

Leveraging Machine Learning and ChemBERTa for Efficient Identification of CB1 Receptor-Active Compounds

Shloak Vatsyayan

IEEE Conference on Artificial Intelligence (CAI)

May 2025

Object Detection

Early Diagnosis of Lung Adenocarcinoma Leveraging YOLO Architectures

Vihan Bhattacharjee, Kamalashree S, Sindhu Ghanta

IEEE Conference on Artificial Intelligence (CAI)

May 2025

Object Detection

Star and Constellation Recognition using YOLO framework

Emmett Chen, Pallavi Bajpai, Smriti H Bhandari

ACM Digital Library

March 2025

Medical

Reducing Global Breast Cancer Mortality with Early, Low-Cost Diagnosis Using Generative AI and Hybrid DL Architecture

Disha Gupta

IEEE Conference on Artificial Intelligence (CAI)

May 2025

Object Detection

Early Diagnosis of Lung Adenocarcinoma Leveraging YOLO Architectures

Vihan Bhattacharjee, Kamalashree S, Sindhu Ghanta

IEEE Conference on Artificial Intelligence (CAI)

May 2025

Computer Vision

AI-driven method for weed detection in soy plants using YOLO instance segmentation model

Asvini Thivakaran, Vani Kandasamy

SPIE Digital Library

September 2025

Drug Discovery

Predictive modeling for hypertension drug discovery using transformer-based models

Rachna Gadde

SPIE Digital Library

September 2025

Drug Discovery

Identifying novel GLS-1 inhibitors with deep transformer models and 3D docking analysis to accelerate cancer drug discovery

Disha G.

SPIE Digital Library

September 2025

Drug Discovery

Harnessing computational models for efficient histone deacetylase6 inhibitor identification

Shriya Shukla, Vani Kandasamy

SPIE Digital Library

September 2025

Image Classification

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

Sahana Srinivasan, Chaya Ravindra

SPIE Digital Library

September 2025

Medical

Alzheimer’s unveiled: harnessing deep neural networks to decode Alzheimer’s disease

Isabel Maria Antony, Vani Kandasamy

SPIE Digital Library

September 2025

Image Segmentation

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

Saanvi Bhosekar, Vani Kandasamy

SPIE Digital Library

September 2025

Image Classification

Hybrid deep learning and transfer learning approaches in solar flare detection

Prisha Arora

SPIE Digital Library

September 2025

Predictive Modeling

Autonomous lookahead for early risk tracking (ALERT): AI-driven predictive simulation for safe and proactive driver intervention

Akshat Agarwal

SPIE Digital Library

September 2025

Object Detection

A Deep Learning Approach to Efficient Corn Pest Detection: Evaluating YOLO Models for Sustainable Agriculture

Sumedha Mishra, Atul Dubey, Vani Kandasamy

IEEE Conference on Artificial Intelligence (CAI)

January 2026

Image Classification

Lightweight Hybrid AI Models for Rice Pest Classification Using Deep Feature Extraction

Ashrit Satish, Vani Kandasamy, Atul Dubey

IEEE Conference on Artificial Intelligence (CAI)

January 2026

Classification

A Machine Learning-Based Diagnostic Utility for Predicting Ertapenem Resistance in Klebsiella Pneumoniae Using MALDI-TOF MS Spectra

Suhani Bansal, Chaya Ravindra

IEEE Conference on Artificial Intelligence (CAI)

January 2026

Object Detection

Real-Time Underwater Plastic Detection Using Deep Learning: A Comparative Study of YOLOv8 and YOLOv10

Sohini Chatterjee, Vani Kandasamy

IEEE Conference on Artificial Intelligence (CAI)

January 2026

Regression

Predicting Galaxy Redshifts Using Machine Learning Techniques

Ishaan Kabra, Chaya Ravindra

IEEE Conference on Artificial Intelligence (CAI)

January 2026

Classification

A Machine Learning Approach for Fibromyalgia Identification

Siri Belavigi

IEEE Conference on Artificial Intelligence (CAI)

January 2026

Medical Imaging

Enhancing MRI Analysis in Temporal Lobe Epilepsy: Sequential Classification and Segmentation of Hippocampal Structures

Vihan Bhattacharjee, Kamalasree Sudhakar, Sindhu Ghanta

AIHEALTH 2026

May 2026

Object Detection

Automated detection of Enterobius vermicularis eggs in microscopic images using YOLOv8

Srikrishna Kataru, Atul Dubey

IEEE Conference on Artificial Intelligence (CAI)

May 2026

Computer Vision

RecycleSense: Machine Learning Visual Recognition for Waste Sorting and Recycling Optimization

Talya Nir, Atul Dubey

IEEE Conference on Artificial Intelligence (CAI)

April 2026

Computer Vision

Bridging Art and AI: Attributing Artist Influence in AI Art Using Deep Learning

Advait Ghosh, Atul Dubey

ACM Digital Library

July 2026

Image Classification

Cervical Cancer Detection Using Deep Learning on Liquid-Based Cytology Pap Smear Images

Adya Bharadwaj, Atul Dubey

IEEE Conference on Artificial Intelligence (CAI)

August 2024

Image Classification

Integrating Wound Location Data with Deep Learning for Improved Wound Classification

Mouli Banga, Chaya Ravindra

World Academy of Science, Engineering and Technology

November 2024

Object Detection

Early Diagnosis of Lung Adenocarcinoma Leveraging YOLO Architectures

Vihan Bhattacharjee, Kamalashree S, Sindhu Ghanta

IEEE Conference on Artificial Intelligence (CAI)

May 2025

Image Classification

ColoNET: a novel hybrid deep transfer learning approach for colorectal cancer classification from histopathological imagery

Aarnav Lanka

SPIE Optics Photonics

August 2026

Survival Analysis

Enhancing breast cancer recurrence prediction via advanced survival analysis

Pranav Kannan

SPIE Optics Photonics

August 2026

Image Classification

A Lightweight Hybrid AI Framework for Cataract Detection Using Fundus Images:
Real-World Evaluation on Clinical Data

Ishaan Kunwar

EMERGING 2025

September 2025

Image Classification

Intelligent Pest Identification for Precision Agriculture using Deep Learning

Anika Bhat, Atul Dubey

EMERGING 2025

September 2025

Object Detection

A Deep Learning Approach to Efficient Corn Pest Detection: Evaluating YOLO Models for Sustainable Agriculture

Sumedha Mishra, Atul Dubey, Vani Kandasamy

IEEE Computing and Communication Workshop and Conference (CCWC)

February 2026

Image Classification

Lightweight Hybrid AI Models for Rice Pest Classification Using Deep Feature Extraction

Ashrit Satish, Vani Kandasamy, Atul Dubey

IEEE Computing and Communication Workshop and Conference (CCWC)

February 2026

Classification

A Machine Learning-Based Diagnostic Utility for Predicting Ertapenem Resistance in Klebsiella Pneumoniae Using MALDI-TOF MS Spectra

Suhani Bansal, Chaya Ravindra

IEEE Computing and Communication Workshop and Conference (CCWC)

February 2026

Object Detection

Real-Time Underwater Plastic Detection Using Deep Learning: A Comparative Study of YOLOv8 and YOLOv10

Sohini Chatterjee, Vani Kandasamy

IEEE Computing and Communication Workshop and Conference (CCWC)

February 2026

Regression

Predicting Galaxy Redshifts Using Machine Learning Techniques

Ishaan Kabra, Chaya Ravindra

IEEE Computing and Communication Workshop and Conference (CCWC)

February 2026

Classification

A Machine Learning Approach for Fibromyalgia Identification

Siri Belavigi

IEEE Computing and Communication Workshop and Conference (CCWC)

February 2026

Object Detection

Increasing Cocoa Yields: Yolo Object Detection for Pollinator Classification

Sahana Srinivasan

IEEE Computing and Communication Workshop and Conference (CCWC)

February 2026

Medical Imaging

YOLO-Based Real-Time Detection of Beet Pests for Integrated Pest Management

Avni Goyal

IEEE SUSTECH Conference

April 2026

Medical Imaging

Enhancing MRI Analysis in Temporal Lobe Epilepsy: Sequential Classification and Segmentation of Hippocampal Structures

Vihan Bhattacharjee, Kamalasree Sudhakar, Sindhu Ghanta

AIHEALTH 2026

May 2026

Image Classification

Early Identification of Infant Brain Abnormalities via Efficient 3-D CNN Screening of MRI Scans

Janam Chahal, Sindhu Ghanta, Kamalashree S

AIHEALTH 2026

May 2026

Information Extraction

Irrigation Scheduling Dataset Extraction Using LLM-Mined Research Evidence

Sruthi Manoj, Pallavi Bajpai

IEEE SUSTECH Conference

June 2026

Object Detection

Automated detection of Enterobius vermicularis eggs in microscopic images using YOLOv8

Srikrishna Kataru, Atul Dubey

IEEE Conference on Artificial Intelligence (CAI)

June 2026

Computer Vision

RecycleSense: Machine Learning Visual Recognition for Waste Sorting and Recycling Optimization

Talya Nir, Atul Dubey

IEEE SUSTECH Conference

June 2026

Image Classification

Bridging Art and AI: Attributing Artist Influence in AI Art Using Deep Learning

Advait Ghosh, Atul Dubey

ACM Creativity & Cognition 2026

July 2026

Image Classification

Cervical Cancer Detection Using Deep Learning on Liquid-Based Cytology Pap Smear Images

Adya Bharadwaj, Atul Dubey

IEEE Conference

October 2024

Image Classification

Integrating Wound Location Data with Deep Learning for Improved Wound Classification

Mouli Banga, Chaya Ravindra

World Academy of Science, Engineering and Technology
International Journal of Law and Political Sciences

November 2024

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