Manuscripts Under Review
- Hybrid novice–AI system achieves expert-level performance in intraoperative ischemia detection
N. Murali, A. I. Mina, H. Sinha, J. W. Anderson, Y. Raka, H.-C. Chang, H. K. Amiri, P. D. Thirumala, K. Batmanghelich, and S. Visweswaran - spatiAlytica: Viewer-Grounded Multimodal Agentic System for Interactive Spatial Omics Analysis
A. Das, K. Zhang, J. Song, M. Han, A. Chen, W. Meng, H. Galloway, P.-Y. Chen, S. Jo, Z. Liu, M. M. Hasib, A. Officer, H. Sinha, Y.-C. Chiu, S.-J. Gao, L. Li, and Y. Huang - Spatial Single-Cell Atlas Reveals KSHV-Driven Broad Cellular Reprogramming, Progenitor Expansion, Immune and Vascular Remodeling in Kaposi’s Sarcoma
W. Meng, A. Das, H. Sinha, R. Naous, P. M. Bracci, M. McGrath, Y. Huang, and S.-J. Gao
Under review · bioRxiv preprint, 2025
Unifying AI-assisted scientific discovery around exploration, hypothesis generation, and testing
Patterns, 101660, 2026 · Review
STiLE: Automated Tissue Microarray Dearraying for Spatial Transcriptomics
Bioinformatics, 2026
MRdataset: A unified and user-friendly interface to medical imaging datasets
Journal of Open Source Software 9(95), 6269, 2024
Towards Shape-regularized Learning for Mitigating Texture Bias in CNNs
ACM International Conference on Multimedia Retrieval, 2023 · Oral session
Cycle Consistent Embedding of 3D Brains with Auto-Encoding Generative Adversarial Networks
International Conference on Medical Imaging with Deep Learning, 2021
Learning to Enhance Visual Quality via Hyperspectral Domain Mapping
Deep learning based methods have achieved remarkable success in image restoration and enhancement, but most such methods rely on RGB …
Domain-Aware Unsupervised Hyperspectral Reconstruction for Aerial Image Dehazing
Haze removal in aerial images is a challenging problem due to considerable variation in spatial details and varying contrast. Changes …
HIDeGAN: A Hyperspectral-guided Image Dehazing GAN
Haze removal in images captured from a diverse set of scenarios is a very challenging problem. The existing dehazing methods either …
Text-Convolutional Neural Networks for Fake News Detection in Tweets
With the widespread use of online social networking websites, user generated stories and social network platform have become critical …
Audio Classification using Braided Convolutional Neural Networks
Convolutional Neural Networks (CNNs) work surprisingly well and has helped drastically enhance the state-of-the-art techniques in the …
Upgrading security and protection in Ear Biometrics
Biometrics is being widely accepted for user authentication across the globe. Integration of biometrics in the daily life provokes the …
Convolutional Neural Network-Based Human Identification Using Outer Ear Images
This paper presents a deep learning approach for ear localization and recognition. The comparable complexity between human outer ear …
Studying the Role of Kinect as a Multi-Sensory Learning Platform for Children
According to the theory of Embodied Cognition, our behavior is a result of real-time interaction with surroundings, our cognitive …
Interweaving Convolutions: An application to Audio Classification
The monumental success of Convolutional Neural Networks (CNNs) in the field of image classification has motivated the application of …