SemCLIP: A Semantic Memory-Aligned Vision Language ModelTanveer Syeda-MahmoodNiharika DSouzaet al.2025NeurIPS 2025
Phrase-grounded Fact-checking for Automatically Generated Chest X-ray ReportsRazi MahmoodDiego Machado Reyeset al.2025MICCAI 2025
Automatic Prompt Optimization for Knowledge Graph Construction: Insights from an Empirical StudyNandana MihindukulasooriyaNiharika DSouzaet al.2025VLDB 2025
Modern Hopfield Networks meet Encoded Neural Representations - Addressing Practical ConsiderationsSatyananda KashyapNiharika DSouzaet al.2024NeurIPS 2024
Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular UltrasoundYiming ChenNiharika DSouzaet al.2024MICCAI 2024
Multimodal Sleep Apnea Detection with Missing/Noisy ModalityHamed FayyazAbigail Stranget al.2024MLHC 2024
Fusing modalities by multiplexed graph neural networks for outcome prediction from medical data and beyondNiharika S. D‘SouzaHongzhi Wanget al.2024Medical Image Analysis
Feature Selection for Malapposition Detection in Intravascular Ultrasound - A Comparative StudySatyananda KashyapNeerav Karaniet al.2023MICCAI 2023
MaxCorrMGNN: A Multi-Graph Neural Framework for Generalized Multimodal Fusion of Medical Data for Outcome PredictionNiharika DSouzaHongzhi Wanget al.2023ICML 2023