日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

Generating diffusion MRI scalar maps from T1-weighted images using Reversible GANs

利用可逆生成对抗网络(Reversible GANs)从T1加权图像生成扩散磁共振成像标量图

Chattopadhyay, Tamoghna; Mehendale, Gautam; Thomopoulos, Sophia I; Joshi, Himanshu; Venkatasubramanian, Ganesan; John, John P; Ambite, Jose Luis; Ver Steeg, Greg; Thompson, Paul M

q-Diffusion leverages the full dimensionality of gene coexpression in single-cell transcriptomics

q-Diffusion 利用单细胞转录组学中基因共表达的完整维度

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

Advances in AI for Protein Structure Prediction: Implications for Cancer Drug Discovery and Development

人工智能在蛋白质结构预测方面的进展:对癌症药物发现和研发的启示

Qiu, Xinru; Li, Han; Ver Steeg, Greg; Godzik, Adam

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

基于T1加权脑结构MRI预测阿尔茨海默病、轻度认知障碍和健康衰老中淀粉样蛋白阳性的深度学习架构比较

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

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

基于MRI的阿尔茨海默病分类的可解释人工智能模型比较

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

Discovering Higher-Order Interactions Through Neural Information Decomposition

通过神经信息分解发现高阶交互作用

Reing, Kyle; Ver Steeg, Greg; Galstyan, Aram

Multitask learning and benchmarking with clinical time series data

利用临床时间序列数据进行多任务学习和基准测试

Harutyunyan, Hrayr; Khachatrian, Hrant; Kale, David C; Ver Steeg, Greg; Galstyan, Aram

Uncovering Biologically Coherent Peripheral Signatures of Health and Risk for Alzheimer's Disease in the Aging Brain

揭示衰老大脑中与健康和阿尔茨海默病风险相关的生物学连贯外周特征

Riedel, Brandalyn C; Daianu, Madelaine; Ver Steeg, Greg; Mezher, Adam; Salminen, Lauren E; Galstyan, Aram; Thompson, Paul M

Comprehensive discovery of subsample gene expression components by information explanation: therapeutic implications in cancer

通过信息解释全面发现亚样本基因表达成分:在癌症治疗中的意义

Pepke, Shirley; Ver Steeg, Greg

Understanding Confounding Effects in Linguistic Coordination: An Information-Theoretic Approach

理解语言协调中的混淆效应:一种信息论方法

Gao, Shuyang; Ver Steeg, Greg; Galstyan, Aram