Modern Hopfield Networks meet Encoded Neural Representations - Addressing Practical ConsiderationsSatyananda KashyapNiharika DSouzaet al.2024NeurIPS 2024
MaxCorrMGNN: A Multi-Graph Neural Framework for Generalized Multimodal Fusion of Medical Data for Outcome PredictionNiharika DSouzaHongzhi Wanget al.2023ICML 2023
Multimodal Sleep Apnea Detection with Missing/Noisy ModalityHamed FayyazAbigail Stranget al.2024MLHC 2024
mSPD-NN: A Geometrically Aware Neural Framework for Biomarker Discovery from Functional Connectomics ManifoldsNiharika DSouzaArchana Venkataraman2023IPMI 2023
Fusing Modalities by Multiplexed Graph Neural Networks for Outcome Prediction in TuberculosisNiharika DSouzaHongzhi Wanget al.2022MICCAI 2022
Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular UltrasoundYiming ChenNiharika DSouzaet al.2024MICCAI 2024
Feature Selection for Malapposition Detection in Intravascular Ultrasound - A Comparative StudySatyananda KashyapNeerav Karaniet al.2023MICCAI 2023
Fusing modalities by multiplexed graph neural networks for outcome prediction from medical data and beyondNiharika S. D‘SouzaHongzhi Wanget al.2024Medical Image Analysis