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I

Ioannis Ch. Paschalidis

biomedical engineering

41H-index
405Paper Count
6.6KCitation Count
Published Papers 86
Publication Date
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Resource-stratified machine learning framework for cognitive status classification and mild cognitive impairment to dementia progression prediction
errAlzheimer's Research & Therapy
IF7.6
err2026-03-07
err0
errOAAI
errJingmei Yang; Huitong Ding; Samad Amini; Boran Hao; Cody Karjadi; Rhoda Au; Ioannis Ch. Paschalidis
errShare
errSave
Developing an accessible dementia assessment tool: Leveraging a residual network, the trail making test, and demographic data
errJournal of Alzheimer’s Disease
IF3.1
err2025-07-17
err0
PREAI
errJingmei Yang; Samad Amini; Boran Hao; Seho Park; Cody Karjadi; Lance San Souci; Vijaya B Kolachalama; Stephanie Cosentino; Stacy L Andersen; Rhoda Au; Ioannis Ch Paschalidis
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errSave
A GPT-4o-powered framework for identifying cognitive impairment stages in electronic health records
errnpj Digital Medicine
IF15.1
err2025-07-03
err0
errOAAI
errYu Leng; Yingnan He; Samad Amini; Colin Magdamo; Ioannis Paschalidis; Shibani S. Mukerji; Lidia M. V. R. Moura; M. Brandon Westover; Ana-Maria Vranceanu; Christine S. Ritchie; Deborah Blacker; John R. Dickson; Sudeshna Das
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errSave
Accounting for racial bias and social determinants of health in a model of hypertension control
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2025-02-03
err0
errOAAI
errHu, Yang; Cordella, Nicholas; Mishuris, Rebecca G.; Paschalidis, Ioannis Ch.
errShare
errSave
Generalized Policy Improvement Algorithms With Theoretically Supported Sample Reuse
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2025-02-01
err0
PREAI
errQueeney, James; Paschalidis, Ioannis Ch.; Cassandras, Christos G.
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errSave
Distributed Economic Dispatch in Power Networks Incorporating Data Center Flexibility
errieee transactions on cloud computing
IF3.9
err2025-01-01
err0
PREAI
errAthanasios Tsiligkaridis; Panagiotis Andrianesis; Ayse K. Coskun; Michael C. Caramanis; Ioannis Ch. Paschalidis
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errSave
Near-term ecological forecasting for climate change action
errNATURE CLIMATE CHANGE
IF27.1
err2024-11-08
err0
PREAI
errDietze, Michael; White, Ethan P.; Abeyta, Antoinette; Boettiger, Carl; Bueno Watts, Nievita; Carey, Cayelan C.; Chaplin-Kramer, Rebecca; Emanuel, Ryan E.; Ernest, S. K. Morgan; Figueiredo, Renato J.; Gerst, Michael D.; Johnson, Leah R.; Kenney, Melissa A.; Mclachlan, Jason S.; Paschalidis, Ioannis Ch.; Peters, Jody A.; Rollinson, Christine R.; Simonis, Juniper; Sullivan-Wiley, Kira; Thomas, R. Quinn; Wardle, Glenda M.; Willson, Alyssa M.; Zwart, Jacob
errShare
errSave
Automating biomedical literature review for rapid drug discovery: Leveraging GPT-4 to expedite pandemic response
errINTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
IF4.1
err2024-09-01
err2
PREAI
errYang, Jingmei; Walker, Kenji C.; Bekar-Cesaretli, Ayse A.; Hao, Boran; Bhadelia, Nahid; Joseph-McCarthy, Diane; Paschalidis, Ioannis Ch.
errShare
errSave
A GPT-based EHR modeling system for unsupervised novel disease detection
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2024-09-01
err1
PREAI
errHao, Boran; Hu, Yang; Adams, William G.; Assoumou, Sabrina A.; Hsu, Heather E.; Bhadelia, Nahid; Paschalidis, Ioannis Ch.
errShare
errSave
Prediction of Alzheimer's disease progression within 6 years using speech: A novel approach leveraging language models
errALZHEIMERS & DEMENTIA
IF11.1
err2024-06-25
err6
errOAAI
errAmini, Samad; Hao, Boran; Yang, Jingmei; Karjadi, Cody; Kolachalama, Vijaya B.; Au, Rhoda; Paschalidis, Ioannis C.
errShare
errSave
Multi-Attribute Subset Selection enables prediction of representative phenotypes across microbial populations
errCOMMUNICATIONS BIOLOGY
IF5.1
err2024-04-03
err0
errOAAI
errHerbst, Konrad; Wang, Taiyao; Forchielli, Elena J.; Thommes, Meghan; Paschalidis, Ioannis Ch.; Segre, Daniel
errShare
errSave
Data center and load aggregator coordination towards electricity demand response
errSUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS
IF5.7
err2024-04-01
err1
PREAI
errZhang, Yijia; Tsiligkaridis, Athanasios; Paschalidis, Ioannis Ch.; Coskun, Ayse K.
errShare
errSave
Predicting polycystic ovary syndrome with machine learning algorithms from electronic health records
errFRONTIERS IN ENDOCRINOLOGY
IF4.6
err2024-01-30
err2
errOAAI
errZad, Zahra; Jiang, Victoria S.; Wolf, Amber T.; Wang, Taiyao; Cheng, J. Jojo; Paschalidis, Ioannis Ch.; Mahalingaiah, Shruthi
errShare
errSave
Large Language Models in Neurology Research and Future Practice
errNEUROLOGY
IF8.5
err2023-12-05
err14
errOAAI
errRomano, Michael F.; Shih, Ludy C.; Paschalidis, Ioannis C.; Au, Rhoda; Kolachalama, Vijaya B.
errShare
errSave
A New Paradigm for Pandemic Preparedness
errCURRENT EPIDEMIOLOGY REPORTS
IF3.9
err2023-11-09
err1
errOAAI
errFefferman, Nina H.; Mcalister, John S.; Akpa, Belinda S.; Akwataghibe, Kelechi; Azad, Fahim Tasneema; Barkley, Katherine; Bleichrodt, Amanda; Blum, Michael J.; Bourouiba, L.; Bromberg, Yana; Candan, K. Selcuk; Chowell, Gerardo; Clancey, Erin; Cothran, Fawn A.; DeWitte, Sharon N.; Fernandez, Pilar; Finnoff, David; Flaherty, D. T.; Gibson, Nathaniel L.; Harris, Natalie; He, Qiang; Lofgren, Eric T.; Miller, Debra L.; Moody, James; Muccio, Kaitlin; Nunn, Charles L.; Papes, Monica; Paschalidis, Ioannis Ch.; Pasquale, Dana K.; Reed, J. Michael; Rogers, Matthew B.; Schreiner, Courtney L.; Strand, Elizabeth B.; Swanson, Clifford S.; Szabo-Rogers, Heather L.; Ryan, Sadie J.
errShare
errSave
Fusion of Low-Level Descriptors of Digital Voice Recordings for Dementia Assessment
errJOURNAL OF ALZHEIMERS DISEASE
IF3.1
err2023-11-07
err2
errOAAI
errKarjadi, Cody; Xue, Chonghua; Cordella, Claire; Kiran, Swathi; Paschalidis, Ioannis Ch.; Au, Rhoda; Kolachalama, Vijaya B.
errShare
errSave
Personalized hypertension treatment recommendations by a data-driven model
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2023-03-01
err14
errOAAI
errHu, Yang; Huerta, Jasmine; Cordella, Nicholas; Mishuris, Rebecca G. G.; Paschalidis, Ioannis Ch.
errShare
errSave
Joint Data-Driven Estimation of Origin-Destination Demand and Travel Latency Functions in Multiclass Transportation Networks
errIEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS
IF5
err2022-12-01
err4
PREAI
errWollenstein-Betech, Salomon; Sun, Chuangchuang; Zhang, Jing; Cassandras, Christos G.; Paschalidis, Ioannis Ch.
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errSave
A Sharp Estimate on the Transient Time of Distributed Stochastic Gradient Descent
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2022-11-01
err23
errOAAI
errPu, Shi; Olshevsky, Alex; Paschalidis, Ioannis Ch
errShare
errSave
Optimizing lane reversals in transportation networks to reduce traffic congestion: A global optimization approach
errTRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF7.9
err2022-10-01
err4
errOAAI
errWollenstein-Betech, Salomon; Paschalidis, Ioannis Ch.; Cassandras, Christos G.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
G
G. Marius Clore
H-index: 125 · Papers: 725
K
Karl Henrik Johansson
H-index: 95 · Papers: 1.6K
D
Dimitris Bertsimas
H-index: 93 · Papers: 622
M
Michael E. Hasselmo
H-index: 91 · Papers: 505
R
Rhoda Au
H-index: 86 · Papers: 591
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