Jose-Luis Ambite

Research Associate Professor

Thomas Lord Department of Computer Science School of;Advanced Computing, Viterbi School of Engineering, University of Southern California;Information Science Institute, Viterbi School of Engineering, University of Southern California

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Bio

My core expertise is on information integration, including query rewriting under constrains, learning schema mappings, and entity linkage. I have research interests in databases, knowledge representation, semantic web, biomedical informatics and genetics, and federated learning.

Research Interests

Papers共 205 篇Author StatisticsCo-AuthorSimilar Experts

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期刊级别

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合作机构

Synthetic Diffusion Tensor Imaging Maps Generated by 2D and 3D Probabilistic Diffusion Models: Evaluation and Applications

Tamoghna Chattopadhyay, Chirag Jagad, Rudransh Kush, Vraj Dharmesh Desai,Sophia I Thomopoulos,Julio E Villalón-Reina,Jose Luis Ambite,Greg Ver Steeg,Paul M Thompson

bioRxiv the preprint server for biology (2025)

Cited0Views0WOSBibtex

Comparison of Explainable AI Models for MRI-based Alzheimer’s Disease Classification

Tamoghna Chattopadhyay,Neha Ann Joshy, Chirag Jagad,Emma J. Gleave,Sophia I. Thomopoulos,Yixue Feng,Julio E. Villalón-Reina,Emily Laltoo,Himanshu Joshi,Ganesan Venkatasubramanian,John P. John,Greg Ver Steeg,Jose Luis Ambite,Paul M. Thompson

crossref（2024）

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A Federated Learning Architecture for Secure and Private Neuroimaging Analysis

Dimitris Stripelis,Umang Gupta,Hamza Saleem,Nikhil Dhinagar,Tanmay Ghai,Chrysovalantis Anastasiou,Rafael Sanchez,Greg Ver Steeg,Srivatsan Ravi,Muhammad Naveed,Paul M. Thompson,Jose Luis Ambite

PATTERNSno. 8 (2024)

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Q-Diffusion Leverages the Full Dimensionality of Gene Coexpression in Single-Cell Transcriptomics

Myrl G. Marmarelis,Russell Littman,Francesca Battaglin,Donna Niedzwiecki,Alan Venook,Jose-Luis Ambite,Aram Galstyan,Heinz-Josef Lenz,Greg Ver Steeg

COMMUNICATIONS BIOLOGYno. 1 (2024)

Cited0Views0WOSNATUREBibtex

Comparison of Deep Learning Architectures for Predicting Amyloid Positivity in Alzheimer’s Disease, Mild Cognitive Impairment, and Healthy Aging, from T1-weighted Brain Structural MRI

Tamoghna Chattopadhyay,Saket S. Ozarkar,Ketaki Buwa,Neha Ann Joshy,Dheeraj Komandur, Jayati Naik,Sophia I. Thomopoulos,Greg Ver Steeg,Jose Luis Ambite,Paul M. Thompson

Frontiers in Neuroscience (2024)

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Expert-Level Detection of Referable Glaucoma from Fundus Photographs in a Safety Net Population: the AI and Teleophthalmology in Los Angeles Initiative

Van Nguyen, Sreenidhi Iyengar,Haroon Rasheed,Galo Apolo, Zhiwei Li, Aniket Kumar,Hong Nguyen,Austin Bohner, Rahul Dhodapkar,Jiun Do,Andrew Duong, Jeffrey Gluckstein,Kendra Hong, Lucas Humayun, Alanna James, Junhui Lee, Kent Nguyen,Brandon Wong,Jose-Luis Ambite,Carl Kesselman,Lauren Daskivich,Michael Pazzani,Benjamin Y Xu

medRxiv the preprint server for health sciences (2024)

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Comparison of Explainable AI Models for MRI-based Alzheimer's Disease Classification

Tamoghna Chattopadhyay,Neha Ann Joshy, Chirag Jagad,Emma J Gleave,Sophia I Thomopoulos,Yixue Feng,Julio E Villalón-Reina,Emily Laltoo,Himanshu Joshi,Ganesan Venkatasubramanian,John P John,Greg Ver Steeg,Jose Luis Ambite,Paul M Thompson

bioRxiv the preprint server for biology (2024)

Cited0Views0WOSEIBibtex

NeuroBridge Ontology: Computable Provenance Metadata to Give the Long Tail of Neuroimaging Data a FAIR Chance for Secondary Use

Satya S. Sahoo,Matthew D. Turner,Lei Wang,Jose Luis Ambite,Abhishek Appaji,Arcot Rajasekar,Howard M. Lander,Yue Wang,Jessica A. Turner

FRONTIERS IN NEUROINFORMATICS（2023）

Cited2Views0WOSEIBibtex

Federated Learning over Harmonized Data Silos

Dimitris Stripelis,Jose Luis Ambite

CoRR (2023)

Cited1Views0EIBibtex

Federated Deep Learning for Detecting Alzheimer’s Disease in Multi‐Cohort Brain MRI

Dimitris Stripelis,Nikhil J Dhinagar, Rafael V. Sanchez Romero,Sophia I Thomopoulos,Paul M Thompson,Jose Luis Ambite

Alzheimer's &amp Dementiano. S1 (2023)

Cited1Views0Bibtex

Author Statistics

#Papers: 205

#Citation: 8749

H-Index: 43

G-Index: 90

Sociability: 7

Diversity: 3

Activity: 27

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