Ioannis Ch. Paschalidis

Also affiliated with University of Massachusetts Boston, Computing Center

Business, Management and AccountingComputer ScienceBiochemistry, Genetics and Molecular BiologyEngineering

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 3%percentile

0.952Author DataRank

Indexed papers

2in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 2 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Development and validation of predictive models for COVID-19 outcomes in a safety-net hospital population

Journal of the American Medical Informatics Association(2022)10.1093/jamia/ocac062

Top 28%

0.729DataRank

Top 28%18 citations

Yang Hu, Shahabeddin Sotudian, Zahra Zad, William G. Adams, Sabrina A. Assoumou +4 more

Papers

Driven by 64 papers — median percentile 55. Top paper: “Development and validation of predictive models for COVID-19 outcomes in a safety-net hospital population”.

Development and validation of predictive models for COVID-19 outcomes in a safety-net hospital population

Journal of the American Medical Informatics Association(2022)10.1093/jamia/ocac062

Top 28%

0.729DataRank

Top 28%18 citations

Yang Hu, Shahabeddin Sotudian, Zahra Zad, William G. Adams, Sabrina A. Assoumou +4 more

Environment Scan of Generative AI Infrastructure for Clinical and Translational Science

arXiv (Cornell University)(2024)10.48550/arxiv.2410.12793

Top 62%

0.222DataRank

Top 62%2 citations

Zihan Xu, William G. Adams, Mohammad Adibuzzaman, Nicholas R. Anderson, Neil Bahroos +52 more

Learning parametric policies and transition probability models of markov decision processes from data

European Journal of Control(2020)10.1016/j.ejcon.2020.04.003

N/A

0DataRank · unranked

6 citations

Henghui Zhu, Ioannis Ch. Paschalidis, Tingting Xu

Predictive Models of Mortality for Hospitalized Patients With COVID-19: Retrospective Cohort Study

JMIR Medical Informatics(2020)10.2196/21788

N/A

0DataRank · unranked

18 citations

Aris Paschalidis, Quanying Liu, Yingxia Liu, Ye Yuan, Ioannis Ch. Paschalidis +1 more

Prescriptive analytics for reducing 30-day hospital readmissions after general surgery

PLoS ONE(2020)10.1371/journal.pone.0238118

N/A

0DataRank · unranked

11 citations

Michael Lingzhi Li, Ioannis Ch. Paschalidis, Taiyao Wang, Dimitris Bertsimas

Learning from animals: How to Navigate Complex Terrains

PLoS Computational Biology(2020)10.1371/journal.pcbi.1007452

N/A

0DataRank · unranked

4 citations

Hao Liu, Armin Ataei, Yonatan Munk, Thomas Daniel, Ioannis Ch. Paschalidis +1 more

Enhancing Clinical BERT Embedding using a Biomedical Knowledge Base

(2020)10.18653/v1/2020.coling-main.57

N/A

0DataRank · unranked

47 citations

Henghui Zhu, Ioannis Ch. Paschalidis, Boran Hao

Personalized Predictive Models for Symptomatic COVID-19 Patients Using Basic Preconditions: Hospitalizations, Mortality, and the Need for an ICU or Ventilator

medRxiv(2020)10.1101/2020.05.03.20089813

N/A

0DataRank · unranked

19 citations

Christos G. Cassandras, Ioannis Ch. Paschalidis, Salomón Wollenstein-Betech

Joint Pricing and Rebalancing of Autonomous Mobility-on-Demand Systems

arXiv (Cornell University)(2020)10.1109/cdc42340.2020.9304517

N/A

0DataRank · unranked

3 citations

Ioannis Ch. Paschalidis, Christos G. Cassandras, Salomón Wollenstein-Betech

Explainability of Intelligent Transportation Systems using Knowledge Compilation: a Traffic Light Controller Case

arXiv (Cornell University)(2020)10.1109/itsc45102.2020.9294213

N/A

0DataRank · unranked

2 citations

Christian Muise, Christos G. Cassandras, Ioannis Ch. Paschalidis, Yasaman Khazaeni, Salomón Wollenstein-Betech

Predictive Models of Mortality for Hospitalized Patients With COVID-19: Retrospective Cohort Study (Preprint)

(2020)10.2196/preprints.21788

N/A

0DataRank · unranked

0 citations

Aris Paschalidis, Quanying Liu, Yingxia Liu, Ye Yuan, Ioannis Ch. Paschalidis +1 more

Detection of dementia on voice recordings using deep learning: a Framingham Heart Study

Alzheimer s Research & Therapy(2021)10.1186/s13195-021-00888-3

N/A

0DataRank · unranked

75 citations

Cody Karjadi, Ioannis Ch. Paschalidis, Rhoda Au, Vijaya B. Kolachalama, Chonghua Xue

A Sharp Estimate on the Transient Time of Distributed Stochastic Gradient Descent

IEEE Transactions on Automatic Control(2021)10.1109/tac.2021.3126253

N/A

0DataRank · unranked

39 citations

Alex Olshevsky, Ioannis Ch. Paschalidis, Shi Pu

HPC Data Center Participation in Demand Response: An Adaptive Policy With QoS Assurance

IEEE Transactions on Sustainable Computing(2021)10.1109/tsusc.2021.3077254

N/A

0DataRank · unranked

31 citations

Daniel C. Wilson, Ioannis Ch. Paschalidis, Ayse K. Coskun, Yijia Zhang

Routing and Rebalancing Intermodal Autonomous Mobility-on-Demand Systems in Mixed Traffic

IEEE Transactions on Intelligent Transportation Systems(2021)10.1109/tits.2021.3112106

N/A

0DataRank · unranked

61 citations

Mauro Salazar, Arian Houshmand, Marco Pavone, Ioannis Ch. Paschalidis, Christos G. Cassandras +1 more

Predictive models of pregnancy based on data from a preconception cohort study

Human Reproduction(2021)10.1093/humrep/deab280

N/A

0DataRank · unranked

24 citations

Taiyao Wang, Zahra Zad, Sydney K. Willis, Tanran R. Wang, Amelia K. Wesselink +5 more

Machine Learning for Pharmacogenomics and Personalized Medicine: A Ranking Model for Drug Sensitivity Prediction

IEEE/ACM Transactions on Computational Biology and Bioinformatics(2021)10.1109/tcbb.2021.3084562

N/A

0DataRank · unranked

18 citations

Ioannis Ch. Paschalidis, Shahabeddin Sotudian

Improved cluster ranking in protein–protein docking using a regression approach

Computational and Structural Biotechnology Journal(2021)10.1016/j.csbj.2021.04.028

N/A

0DataRank · unranked

9 citations

Israel Desta, Nasser Hashemi, Shahrooz Zarbafian, Dima Kozakov, Pirooz Vakili +3 more

The impact of payer status on hospital admissions: evidence from an academic medical center

BMC Health Services Research(2021)10.1186/s12913-021-06886-3

N/A

0DataRank · unranked

9 citations

Ioannis Ch. Paschalidis, Jian-Qiang Hu, Yanying Zhao

Uncertainty-Aware Policy Optimization: A Robust, Adaptive Trust Region Approach

Proceedings of the AAAI Conference on Artificial Intelligence(2021)10.1609/aaai.v35i11.17130

N/A

0DataRank · unranked

9 citations

Ioannis Ch. Paschalidis, Christos G. Cassandras, James Queeney

Optimal Operations Management of Mobility-on-Demand Systems

Frontiers in Sustainable Cities(2021)10.3389/frsc.2021.681096

N/A

0DataRank · unranked

1 citations

Ioannis Ch. Paschalidis, Christos G. Cassandras, Salomón Wollenstein-Betech

An AI-assisted Online Tool for Cognitive Impairment Detection Using Images from the Clock Drawing Test

medRxiv(2021)10.1101/2021.03.06.21253047

N/A

0DataRank · unranked

10 citations

Lifu Zhang, Boran Hao, Aman Gupta, Mengting Song, Cody Karjadi +5 more

Distributionally Robust Learning

arXiv (Cornell University)(2021)10.48550/arxiv.2108.08993

N/A

0DataRank · unranked

8 citations

Ioannis Ch. Paschalidis, Ruidi Chen

A Data Center Demand Response Policy for Real-World Workload Scenarios in HPC

(2021)10.23919/date51398.2021.9474075

N/A

0DataRank · unranked

7 citations

Daniel Wilson, Ioannis Ch. Paschalidis, Ayse K. Coskun, Yijia Zhang

Detection of dementia on raw voice recordings using deep learning: A Framingham Heart Study

medRxiv(2021)10.1101/2021.03.04.21252582

N/A

0DataRank · unranked

2 citations

Cody Karjadi, Ioannis Ch. Paschalidis, Rhoda Au, Vijaya B. Kolachalama, Chonghua Xue

Planning Strategies for Lane Reversals in Transportation Networks

arXiv (Cornell University)(2021)10.1109/itsc48978.2021.9564808

N/A

0DataRank · unranked

1 citations

Ioannis Ch. Paschalidis, Christos G. Cassandras, Salomón Wollenstein-Betech

Automated detection of mild cognitive impairment and dementia from voice recordings: A natural language processing approach

Alzheimer s & Dementia(2022)10.1002/alz.12721

N/A

0DataRank · unranked

68 citations

Boran Hao, Lifu Zhang, Mengting Song, Aman Gupta, Cody Karjadi +4 more

Redefining and Validating Digital Biomarkers as Fluid, Dynamic Multi-Dimensional Digital Signal Patterns

Frontiers in Digital Health(2022)10.3389/fdgth.2021.751629

N/A

0DataRank · unranked

24 citations

Vijaya B. Kolachalama, Ioannis Ch. Paschalidis, Rhoda Au

Informative predictors of pregnancy after first IVF cycle using eIVF practice highway electronic health records

Scientific Reports(2022)10.1038/s41598-022-04814-x

N/A

0DataRank · unranked

20 citations

Alexis de Figueiredo Veiga, Karissa C. Hammer, Ioannis Ch. Paschalidis, Shruthi Mahalingaiah, Tingting Xu

Optimizing lane reversals in transportation networks to reduce traffic congestion: A global optimization approach

Transportation Research Part C Emerging Technologies(2022)10.1016/j.trc.2022.103840

N/A

0DataRank · unranked

15 citations

Ioannis Ch. Paschalidis, Christos G. Cassandras, Salomón Wollenstein-Betech

Robust Grouped Variable Selection Using Distributionally Robust Optimization

Journal of Optimization Theory and Applications(2022)10.1007/s10957-022-02065-4

N/A

0DataRank · unranked

3 citations

Ioannis Ch. Paschalidis, Ruidi Chen

Improved Predictions of MHC-Peptide Binding using Protein Language Models

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.02.11.479844

N/A

0DataRank · unranked

4 citations

Boran Hao, Mikhail Ignatov, Ioannis Ch. Paschalidis, Pirooz Vakili, Sándor Vajda +2 more

Large Language Models in Neurology Research and Future Practice

Neurology(2023)10.1212/wnl.0000000000207967

N/A

0DataRank · unranked

72 citations

Ludy C. Shih, Ioannis Ch. Paschalidis, Rhoda Au, Vijaya B. Kolachalama, Michael F. Romano

Personalized hypertension treatment recommendations by a data-driven model

BMC Medical Informatics and Decision Making(2023)10.1186/s12911-023-02137-z

N/A

0DataRank · unranked

40 citations

Jasmine Huerta, Nicholas Cordella, Rebecca G. Mishuris, Ioannis Ch. Paschalidis, Yang Hu

Improved prediction of MHC-peptide binding using protein language models

Frontiers in Bioinformatics(2023)10.3389/fbinf.2023.1207380

N/A

0DataRank · unranked

19 citations

Boran Hao, Mikhail Ignatov, Ioannis Ch. Paschalidis, Pirooz Vakili, Sándor Vajda +2 more

Fusion of Low-Level Descriptors of Digital Voice Recordings for Dementia Assessment

Journal of Alzheimer s Disease(2023)10.3233/jad-230560

N/A

0DataRank · unranked

6 citations

Chonghua Xue, Claire Cordella, Swathi Kiran, Ioannis Ch. Paschalidis, Rhoda Au +2 more

Distributionally robust learning-to-rank under the Wasserstein metric

PLoS ONE(2023)10.1371/journal.pone.0283574

N/A

0DataRank · unranked

2 citations

Ruidi Chen, Ioannis Ch. Paschalidis, Shahabeddin Sotudian

Opportunities and Challenges from Using Animal Videos in Reinforcement Learning for Navigation

IFAC-PapersOnLine(2023)10.1016/j.ifacol.2023.10.136

N/A

0DataRank · unranked

2 citations

James Queeney, Lucas C. Carstensen, Michael E. Hasselmo, Ioannis Ch. Paschalidis, Vittorio Giammarino

Predicting polycystic ovary syndrome (PCOS) with machine learning algorithms from electronic health records

medRxiv(2023)10.1101/2023.07.27.23293255

N/A

0DataRank · unranked

5 citations

Victoria S. Jiang, Amber T. Wolf, Taiyao Wang, J. Jojo Cheng, Ioannis Ch. Paschalidis +2 more

Optimal Transport Perturbations for Safe Reinforcement Learning with Robustness Guarantees

arXiv (Cornell University)(2023)10.48550/arxiv.2301.13375

N/A

0DataRank · unranked

2 citations

Erhan Can Ozcan, Ioannis Ch. Paschalidis, Christos G. Cassandras, James Queeney

Unconstrained Dynamic Regret via Sparse Coding

arXiv (Cornell University)(2023)10.48550/arxiv.2301.13349

N/A

0DataRank · unranked

0 citations

Ashok Cutkosky, Ioannis Ch. Paschalidis, Zhang, Zhiyu

Improving Adaptive Online Learning Using Refined Discretization

OpenBU (Boston University)(2023)10.48550/arxiv.2309.16044

N/A

0DataRank · unranked

0 citations

Heng Yang, Ashok Cutkosky, Ioannis Ch. Paschalidis, Zhang, Zhiyu

Adversarial Imitation Learning from Visual Observations using Latent Information

arXiv (Cornell University)(2023)10.48550/arxiv.2309.17371

N/A

0DataRank · unranked

0 citations

James Queeney, Ioannis Ch. Paschalidis, Vittorio Giammarino

A Spectral Method of Moments for Hierarchical Imitation Learning

IFAC-PapersOnLine(2023)10.1016/j.ifacol.2023.10.881

N/A

0DataRank · unranked

0 citations

Timothy L. Molloy, Girish N. Nair, Ioannis Ch. Paschalidis, Nguyen Nguyen

Predicting polycystic ovary syndrome with machine learning algorithms from electronic health records

Frontiers in Endocrinology(2024)10.3389/fendo.2024.1298628

N/A

0DataRank · unranked

70 citations

Victoria S. Jiang, Amber T. Wolf, Taiyao Wang, J. Jojo Cheng, Ioannis Ch. Paschalidis +2 more

Prediction of Alzheimer's disease progression within 6 years using speech: A novel approach leveraging language models

Alzheimer s & Dementia(2024)10.1002/alz.13886

N/A

0DataRank · unranked

59 citations

Boran Hao, Jingmei Yang, Cody Karjadi, Vijaya B. Kolachalama, Rhoda Au +2 more

Automating biomedical literature review for rapid drug discovery: Leveraging GPT-4 to expedite pandemic response

International Journal of Medical Informatics(2024)10.1016/j.ijmedinf.2024.105500

N/A

0DataRank · unranked

17 citations

Kenji C. Walker, Ayse A. Bekar-Cesaretli, Boran Hao, Nahid Bhadelia, Diane Joseph‐McCarthy +2 more

A GPT-based EHR modeling system for unsupervised novel disease detection

Journal of Biomedical Informatics(2024)10.1016/j.jbi.2024.104706

N/A

0DataRank · unranked

7 citations

Yang Hu, William G. Adams, Sabrina A. Assoumou, Heather Hsu, Nahid Bhadelia +2 more

Generalized Policy Improvement Algorithms With Theoretically Supported Sample Reuse

IEEE Transactions on Automatic Control(2024)10.1109/tac.2024.3454011

N/A

0DataRank · unranked

4 citations

Ioannis Ch. Paschalidis, Christos G. Cassandras, James Queeney

Predictive models of miscarriage on the basis of data from a preconception cohort study

Fertility and Sterility(2024)10.1016/j.fertnstert.2024.04.007

N/A

0DataRank · unranked

10 citations

Zahra Zad, Tanran R. Wang, Amelia K. Wesselink, Tammy Jiang, Elizabeth E. Hatch +3 more

Multi-Attribute Subset Selection enables prediction of representative phenotypes across microbial populations

Communications Biology(2024)10.1038/s42003-024-06093-w

N/A

0DataRank · unranked

3 citations

Taiyao Wang, Elena Forchielli, Meghan Thommes, Ioannis Ch. Paschalidis, Daniel Segrè +1 more

One-Shot Averaging for Distributed TD (λ) Under Markov Sampling

IEEE Control Systems Letters(2024)10.1109/lcsys.2024.3412648

N/A

0DataRank · unranked

3 citations

Ioannis Ch. Paschalidis, Alex Olshevsky, Haoxing Tian

ITNR: Inversion Transformer-based Neural Ranking for cancer drug recommendations

Computers in Biology and Medicine(2024)10.1016/j.compbiomed.2024.108312

N/A

0DataRank · unranked

1 citations

Ioannis Ch. Paschalidis, Shahabeddin Sotudian

Prediction of deep molecular response in chronic myeloid leukemia using supervised machine learning models

Leukemia Research(2024)10.1016/j.leukres.2024.107502

N/A

0DataRank · unranked

1 citations

Simone Bonecker, Taiyao Wang, Ilana Zalcberg, Gustavo Trevizani Stelzer, Bruna Sabioni +4 more

Multiple-policy Evaluation via Density Estimation

arXiv (Cornell University)(2024)10.48550/arxiv.2404.00195

N/A

0DataRank · unranked

0 citations

Aldo Pacchiano, Ioannis Ch. Paschalidis, Yilei Chen

Provably Efficient Off-Policy Adversarial Imitation Learning with Convergence Guarantees

arXiv (Cornell University)(2024)10.48550/arxiv.2405.16668

N/A

0DataRank · unranked

0 citations

Vittorio Giammarino, James Queeney, Ioannis Ch. Paschalidis, Yilei Chen

Network-Based Epidemic Control Through Optimal Travel and Quarantine Management

arXiv (Cornell University)(2024)10.48550/arxiv.2407.19133

N/A

0DataRank · unranked

0 citations

Apostolos I. Rikos, Alex Olshevsky, Laura F. White, Ioannis Ch. Paschalidis, Mahtab Talaei

Reply of the authors: Enhancing women’s health management for predicting miscarriage risk: a call for broader inclusivity and holistic approaches

Fertility and Sterility(2024)10.1016/j.fertnstert.2024.08.329

N/A

0DataRank · unranked

0 citations

Zahra Zad, Ioannis Ch. Paschalidis, Lauren A. Wise, Jennifer J. Yland

A GPT-4o-powered framework for identifying cognitive impairment stages in electronic health records

npj Digital Medicine(2025)10.1038/s41746-025-01834-5

N/A

0DataRank · unranked

10 citations

Yingnan He, Samad Amini, Colin Magdamo, Ioannis Ch. Paschalidis, Shibani S. Mukerji +8 more

Environment scan of generative AI infrastructure for clinical and translational science

npj Health Systems(2025)10.1038/s44401-024-00009-w

N/A

0DataRank · unranked

9 citations

Zihan Xu, William G. Adams, Mohammad Adibuzzaman, Nicholas R. Anderson, Neil Bahroos +52 more

Accounting for racial bias and social determinants of health in a model of hypertension control

BMC Medical Informatics and Decision Making(2025)10.1186/s12911-025-02873-4

N/A

0DataRank · unranked

5 citations

Nicholas Cordella, Rebecca G. Mishuris, Ioannis Ch. Paschalidis, Hu Yang

Physiological and socioeconomic characteristics predict COVID-19 mortality and resource utilization in Brazil

PLoS ONE(2020)10.1371/journal.pone.0240346

N/A

0DataRank · unranked

70 citations

Amanda De Araújo Batista Da Silva, Julia L. Fleck, Christos G. Cassandras, Ioannis Ch. Paschalidis, Salomón Wollenstein-Betech

Network-Based Epidemic Control Through Optimal Travel and Quarantine Management

IEEE Transactions on Control of Network Systems(2025)10.1109/tcns.2025.3590383

N/A

0DataRank · unranked

0 citations

Apostolos I. Rikos, Alex Olshevsky, Laura F. White, Ioannis Ch. Paschalidis, Mahtab Talaei

Early prediction of level-of-care requirements in patients with COVID-19

eLife(2020)10.7554/elife.60519

N/A

0DataRank · unranked

68 citations

Shahabeddin Sotudian, Taiyao Wang, Tingting Xu, Yang Hu, Apostolos Gaitanidis +4 more

Ioannis Ch. Paschalidis

Indexed papers

Top data-sharing exemplar

Papers