Integrated multimodal artificial intelligence framework for healthcare
applications

Integrated multimodal artificial intelligence framework for healthcare applications

25 February 2022

Kimberly Villalobos Carballo

Michael Lingzhi Li

Ignacio Fuentes

Dimitris Bertsimas

Papers citing "Integrated multimodal artificial intelligence framework for healthcare applications"

13 / 13 papers shown

Title
Efficient Domain Adaptation of Multimodal Embeddings using Constrastive Learning Georgios Margaritis Periklis Petridis Dimitris Bertsimas 61 0 0 04 Feb 2025
MedPromptX: Grounded Multimodal Prompting for Chest X-ray Diagnosis Mai A. Shaaban Adnan Khan Mohammad Yaqub LM&MA 80 2 0 28 Jan 2025
Time Series Embedding Methods for Classification Tasks: A Review Yasamin Ghahremani Vangelis Metsis AI4TS 36 0 0 23 Jan 2025
Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHRs Michael Wornow Suhana Bedi Miguel Angel Fuentes Hernandez E. Steinberg Jason Alan Fries Christopher Ré Sanmi Koyejo N. Shah 95 4 0 09 Dec 2024
Predicting the Stay Length of Patients in Hospitals using Convolutional Gated Recurrent Deep Learning Model Mehdi Neshat Michael Phipps Chris A. Browne Nicole T. Vargas Seyedali Mirjalili 23 2 0 26 Sep 2024
Towards Precision Healthcare: Robust Fusion of Time Series and Image Data Ali Rasekh Reza Heidari Amir Hosein Haji Mohammad Rezaie Parsa Sharifi Sedeh Zahra Ahmadi Prasenjit Mitra Wolfgang Nejdl AI4TS 26 2 0 24 May 2024
FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion Xing Han Huy Nguyen Carl Harris Nhat Ho S. Saria MoE 77 16 0 05 Feb 2024
Foundation Model Makes Clustering A Better Initialization For Cold-Start Active Learning Han Yuan Chuan Hong AI4CE 17 0 0 04 Feb 2024
Patchwork Learning: A Paradigm Towards Integrative Analysis across Diverse Biomedical Data Sources Suraj Rajendran Weishen Pan M. Sabuncu Yong Chen Jiayu Zhou Fei Wang 54 14 0 10 May 2023
Ensemble Modeling for Time Series Forecasting: an Adaptive Robust Optimization Approach Dimitris Bertsimas L. Boussioux AI4TS 30 4 0 09 Apr 2023
The Shaky Foundations of Clinical Foundation Models: A Survey of Large Language Models and Foundation Models for EMRs Michael Wornow Yizhe Xu Rahul Thapa Birju S. Patel E. Steinberg Scott L. Fleming M. Pfeffer Jason Alan Fries N. Shah LM&MA 23 32 0 22 Mar 2023
Unsupervised pre-training of graph transformers on patient population graphs Chantal Pellegrini Nassir Navab Anees Kazi MedIm AI4CE 42 11 0 21 Jul 2022
TorchXRayVision: A library of chest X-ray datasets and models Joseph Paul Cohen J. Viviano Paul Bertin Paul Morrison Parsa Torabian ... M. Lungren Akshay S. Chaudhari Rupert Brooks Mohammad Hashir H. Bertrand VLM MedIm 19 121 0 31 Oct 2021