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R

Roy E. Welsch

Massachusetts Institute of Technology

37H-index
201Paper Count
1.6WCitation Count
Published Papers 36
Publication Date
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A Novel Prediction Model for Multimodal Medical Data Based on Graph Neural Networks
errMachine Learning and Knowledge Extraction 2025, Vol. 7, Page 92
IF6
err2025-09-02
err0
errOAAI
errLifeng Zhang; Teng Li; Hongyan Cui; Quan Zhang; Zijie Jiang; Jiadong Li; Roy E. Welsch; Zhongwei Jia
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errSave
Alzheimer’s disease risk prediction using machine learning for survival analysis with a comorbidity-based approach
errScientific Reports
IF3.9
err2025-08-06
err0
errOAAI
errFerial Abuhantash; Roy Welsch; Stan Finkelstein; Aamna AlShehhi
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errSave
Barrier Function to Skin Elasticity in Talking Head
errCOGNITIVE COMPUTATION
IF4.3
err2024-08-24
err0
errOAAI
errChaturvedi, Iti; Pandelea, Vlad; Cambria, Erik; Welsch, Roy; Datta, Bithin
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errSave
Can metformin prevent cancer relative to sulfonylureas? A target trial emulation accounting for competing risks and poor overlap via double/debiased machine learning estimators
errAMERICAN JOURNAL OF EPIDEMIOLOGY
IF4.8
err2024-07-19
err1
PREAI
errXu, Shenbo; Zheng, Bang; Su, Bowen; Finkelstein, Stan Neil; Welsch, Roy; Ng, Kenney; Shahn, Zach
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errSave
Artificial intelligence for improving Nitrogen Dioxide forecasting of Abu Dhabi environment agency ground-based stations
errJOURNAL OF BIG DATA
IF6.4
err2023-06-02
err2
errOAAI
errAlShehhi, Aamna; Welsch, Roy
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errSave
Causal inference in medical records and complementary systems pharmacology for metformin drug repurposing towards dementia
errNATURE COMMUNICATIONS
IF15.7
err2022-12-10
err27
errOAAI
errCharpignon, Marie-Laure; Vakulenko-Lagun, Bella; Zheng, Bang; Magdamo, Colin; Su, Bowen; Evans, Kyle; Rodriguez, Steve; Sokolov, Artem; Boswell, Sarah; Sheu, Yi-Han; Somai, Melek; Middleton, Lefkos; Hyman, Bradley T.; Betensky, Rebecca A.; Finkelstein, Stan N.; Welsch, Roy E.; Tzoulaki, Ioanna; Blacker, Deborah; Das, Sudeshna; Albers, Mark W.
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errSave
A DTN Oriented Adaptive Routing Algorithm Based on Node Load
errCHINA COMMUNICATIONS
IF3.1
err2022-12-01
err1
PREAI
errCui, Hongyan; Chen, Diyue; Welsch, Roy E.
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errSave
Gaussian correction for adversarial learning of boundaries
errSIGNAL PROCESSING-IMAGE COMMUNICATION
IF2.7
err2022-11-01
err4
errOAAI
errChaturvedi, Iti; Chen, Qian; Welsch, Roy E.; Thapa, Kishor; Cambria, Erik
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errSave
Treeago: Tree-structure aggregation and optimization for graph neural network
errNEUROCOMPUTING
IF6.5
err2022-06-01
err5
PREAI
errWu, Ensen; Cui, Hongyan; Chen, Zunming; Welsch, Roy E.
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errSave
An Adaptive Routing Algorithm Based on Relation Tree in DTN
errSENSORS
IF3.5
err2021-11-25
err1
errOAAI
errChen, Diyue; Cui, Hongyan; Welsch, Roy E.
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errSave
Predicting video engagement using heterogeneous DeepWalk
errNEUROCOMPUTING
IF6.5
err2021-11-01
err17
PREAI
errChaturvedi, Iti; Thapa, Kishor; Cavallari, Sandro; Cambria, Erik; Welsch, Roy E.
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errSave
Bottom-Up Synthesized All-Thermal-Catalyst Aerogels for Heat-Regenerative Air Filtration
errNANO LETTERS
IF9.1
err2021-09-20
err7
PREAI
errJi, Xiang; Zhao, Jiayuan; Jung, Sung Mi; Hrdina, Amy I. H.; Wolf, Martin J.; Yang, Xiulin; Vaartstra, Geoffrey; Xie, Helen; Luo, Shao-Xiong Lennon; Lu, Ang-Yu; Welsch, Roy E.; Wang, Evelyn N.; Li, Lain-Jong; Kong, Jing
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errSave
Fuzzy Aggregated Topology Evolution for Cognitive Multi-tasks
errCOGNITIVE COMPUTATION
IF4.3
err2021-01-05
err14
PREAI
errChaturvedi, Iti; Su, Chit Lin; Welsch, Roy E.
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errSave
Kernel dependence analysis and graph structure morphing for novelty detection with high-dimensional small size data set
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2020-09-01
err3
PREAI
errMohammadi-Ghazi, Reza; Welsch, Roy E.; Buyukozturk, Oral
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errSave
Social Media Marketing and Financial Forecasting
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2020-09-01
err8
PREAI
errXing, Frank; Poria, Soujanya; Cambria, Erik; Welsch, Roy
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errSave
Dual Autoencoders Generative Adversarial Network for Imbalanced Classification Problem
errIEEE ACCESS
IF3.6
err2020-01-01
err9
errOAAI
errWu, Ensen; Cui, Hongyan; Welsch, Roy E.
errShare
errSave
Ambivert degree identifies crucial brain functional hubs and improves detection of Alzheimer's Disease and Autism Spectrum Disorder
errNEUROIMAGE-CLINICAL
IF3.6
err2020-01-01
err14
errOAAI
errGupta, Sukrit; Rajapakse, Jagath C.; Welsch, Roy E.
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errSave
Arabia Felix 2.0: a cross-linguistic Twitter analysis of happiness patterns in the United Arab Emirates
errJOURNAL OF BIG DATA
IF6.4
err2019-04-15
err13
errOAAI
errAl Shehhi, Aamna; Thomas, Justin; Welsch, Roy; Grey, Ian; Aung, Zeyar
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errSave
Growing semantic vines for robust asset allocation
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2019-02-01
err7
PREAI
errXing, Frank Z.; Cambria, Erik; Welsch, Roy E.
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errSave
Intelligent Asset Allocation via Market Sentiment Views
errIEEE COMPUTATIONAL INTELLIGENCE MAGAZINE
IF11.2
err2018-11-01
err91
PREAI
errXing, Frank Z.; Cambria, Erik; Welsch, Roy E.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Bradley T. Hyman
H-index: 187 · Papers: 1.1K
F
Francisco Herrera
H-index: 169 · Papers: 1.3K
J
Jing Kong
H-index: 139 · Papers: 864
Y
Yang Shao‐Horn
H-index: 137 · Papers: 791
L
Lain‐Jong Li
H-index: 131 · Papers: 641
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