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| Publication Title | Authors | Grant Number(s) | Journal (Pub date) | PubMed Link | Pub Year |
|---|---|---|---|---|---|
| Advanced cardiac imaging, machine learning, and heart age for cardiovascular risk stratification. | Siontis, George Cm; Patel, Chirag J | R01ES032470 | Int J Cardiovasc Imaging (2024 Jul) |
38613603
|
2024 |
| Air pollution and serious bleeding events in high-risk older adults. | Fayyad, Rindala; Josey, Kevin; Gandhi, Poonam; Rua, Melanie; Visaria, Aayush; Bates, Benjamin; ... | K01ES032458, R01ES030616 | Environ Res (2024 Jun 15) |
38460663
|
2024 |
| An Online Nanoinformatics Platform Empowering Computational Modeling of Nanomaterials by Nanostructu ... | Wang, Tong; Russo, Daniel P; Demokritou, Philip; Jia, Xuelian; Huang, Heng; Yang, Xinyu; Zhu, ... | R01ES031080 | Nano Lett (2024 Aug 21) |
39120132
|
2024 |
| Decoding the exposome: data science methodologies and implications in exposome-wide association stud ... | Chung, Ming Kei; House, John S; Akhtari, Farida S; Makris, Konstantinos C; Langston, Michael A; ... | R01ES032470, U2CES026555 | Exposome (2024) |
38344436
|
2024 |
| Exploring applications of non-targeted analysis in the characterization of the prenatal exposome. | Bland, Garret D; Abrahamsson, Dimitri; Wang, Miaomiao; Zlatnik, Marya G; Morello-Frosch, Rachel ... | P30ES030284, R00ES032892, R01ES027051 | Sci Total Environ (2024 Feb 20) |
38142008
|
2024 |
| Grilling the data: application of specification curve analysis to red meat and all-cause mortality. | Wang, Yumin; Pitre, Tyler; Wallach, Joshua D; de Souza, Russell J; Jassal, Tanvir; Bier, Denni ... | R01ES032470 | J Clin Epidemiol (2024 Apr) |
38354868
|
2024 |
| Heterogeneity in elevated glucose and A1C as predictors of the prediabetes to diabetes transition: F ... | Patel, Chirag J; Ioannidis, John Pa; Gregg, Edward W; Vasan, Ramachandran S; Manrai, Arjun K | R01ES032470 | medRxiv (2024 Apr 08) |
38562763
|
2024 |
| Implications of Race Adjustment in Lung-Function Equations. | Diao, James A; He, Yixuan; Khazanchi, Rohan; Nguemeni Tiako, Max Jordan; Witonsky, Jonathan I; ... | R01ES032470 | N Engl J Med (2024 Jun 13) |
38767252
|
2024 |
| In silico ADME/tox comes of age: twenty years later. | Ekins, Sean; Lane, Thomas R; Urbina, Fabio; Puhl, Ana C | R44ES031038 | Xenobiotica (2024 Jul) |
37539466
|
2024 |
| Near-Term Quantum Classification Algorithms Applied to Antimalarial Drug Discovery. | Dorsey, Matthew A; Dsouza, Kelvin; Ranganath, Dhruv; Harris, Joshua S; Lane, Thomas R; Urbina, ... | R44ES031038 | J Chem Inf Model (2024 Aug 12) |
39013438
|
2024 |
| Pediatric and Young Adult Household Transmission of the Initial Waves of SARS-CoV-2 in the United St ... | Chung, Ming Kei; Hart, Brian; Santillana, Mauricio; Patel, Chirag J | P30ES000002, R01ES032470 | J Med Internet Res (2024 Jan 04) |
37967280
|
2024 |
| Predicting the Hallucinogenic Potential of Molecules Using Artificial Intelligence. | Urbina, Fabio; Jones, Thane; Harris, Joshua S; Snyder, Scott H; Lane, Thomas R; Ekins, Sean | R44ES031038 | ACS Chem Neurosci (2024 Aug 21) |
39092989
|
2024 |
| Quantification of chemicals in non-targeted analysis without analytical standards - Understanding th ... | Johnson, Trevor A; Abrahamsson, Dimitri P | R00ES032892 | Curr Opin Environ Sci Health (2024 Feb) |
38312491
|
2024 |
| Quantifying Multipollutant Health Impacts Using the Environmental Benefits Mapping and Analysis Prog ... | Coffman, Evan; Rappold, Ana G; Nethery, Rachel C; Anderton, Jim; Amend, Meredith; Jackson, Mel ... | K01ES032458 | Environ Health Perspect (2024 Mar) |
38445893
|
2024 |
| Screening of Environmental Chemicals to Characterize Exposures in Participants With Systemic Lupus E ... | Lanata, Cristina M; Taylor, Kimberly E; Hurst-Hopf, James; Nititham, Joanne; Blazer, Ashira; Tr ... | R00ES032892 | Arthritis Rheumatol (2024 Jun) |
38129991
|
2024 |
| Sequential Contrastive and Deep Learning Models to Identify Selective Butyrylcholinesterase Inhibito ... | Ozalp, Mustafa Kemal; Vignaux, Patricia A; Puhl, Ana C; Lane, Thomas R; Urbina, Fabio; Ekins, ... | R44ES031038 | J Chem Inf Model (2024 Apr 22) |
38532612
|
2024 |
| The Goldilocks paradigm: comparing classical machine learning, large language models, and few-shot l ... | Snyder, Scott H; Vignaux, Patricia A; Ozalp, Mustafa Kemal; Gerlach, Jacob; Puhl, Ana C; Lane, ... | R44ES031038 | Commun Chem (2024 Jun 12) |
38866916
|
2024 |
| A new method for estimating the probability of causal relationships from observational data: Applica ... | Andrews, Bryan; Wongchokprasitti, Chirayu; Visweswaran, Shyam; Lakhani, Chirag M; Patel, Chirag ... | R01ES032470 | Artif Intell Med (2023 May) |
37100513
|
2023 |
| Advancing Computational Toxicology by Interpretable Machine Learning. | Jia, Xuelian; Wang, Tong; Zhu, Hao | R01ES031080, R35ES031709 | Environ Sci Technol (2023 Nov 21) |
37224004
|
2023 |
| Air Pollution and Cardiovascular and Thromboembolic Events in Older Adults With High-Risk Conditions ... | Nethery, Rachel C; Josey, Kevin; Gandhi, Poonam; Kim, Jung Hyun; Visaria, Aayush; Bates, Benja ... | K01ES032458, R01ES032418, T32ES007142 | Am J Epidemiol (2023 Aug 04) |
37070398
|
2023 |
| Association and Interaction of Genetics and Area-Level Socioeconomic Factors on the Prevalence of Ty ... | Cromer, Sara J; Lakhani, Chirag M; Mercader, Josep M; Majarian, Timothy D; Schroeder, Philip; C ... | R01ES032470 | Diabetes Care (2023 May 01) |
36787958
|
2023 |
| Association between timing and consistency of physical activity and type 2 diabetes: a cohort study ... | Tian, Caiwei; Bürki, Charlyne; Westerman, Kenneth E; Patel, Chirag J | R01ES032470 | Diabetologia (2023 Dec) |
37728730
|
2023 |
| Associations between air pollution, residential greenness, and glycated hemoglobin (HbA1c) in three ... | Fiffer, Melissa R; Li, Huichu; Iyer, Hari S; Nethery, Rachel C; Sun, Qi; James, Peter; Yanosky ... | K01ES032458, P30ES000002, P30ES007033, R01ES022981, R01ES022981, T32ES007069 | Environ Res (2023 Dec 15) |
37839528
|
2023 |
| Comparing LD50/LC50 Machine Learning Models for Multiple Species. | Lane, Thomas R; Harris, Joshua; Urbina, Fabio; Ekins, Sean | R44ES031038 | J Chem Health Saf (2023 Mar 27) |
37457397
|
2023 |
| Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Mo ... | Liu, Yixuan; Zhao, Suyun; Xiong, Li; Liu, Yuhan; Chen, Hong | R01ES033241 | Proc AAAI Conf Artif Intell (2023 Feb) |
37654624
|
2023 |
| Estimating a Causal Exposure Response Function with a Continuous Error-Prone Exposure: A Study of Fi ... | Josey, Kevin P; deSouza, Priyanka; Wu, Xiao; Braun, Danielle; Nethery, Rachel | K01ES032458, R01ES030616, T32ES007142 | J Agric Biol Environ Stat (2023 Mar) |
37063643
|
2023 |
| Evaluation of Model-Based PM2.5 Estimates for Exposure Assessment during Wildfire Smoke Episodes in ... | Considine, Ellen M; Hao, Jiayuan; deSouza, Priyanka; Braun, Danielle; Reid, Colleen E; Nethery, ... | K01ES032458, T32ES007142 | Environ Sci Technol (2023 Feb 07) |
36693177
|
2023 |
| Extending Nontargeted Discovery of Environmental Chemical Exposures during Pregnancy and Their Assoc ... | Trowbridge, Jessica; Abrahamsson, Dimitri; Bland, Garret D; Jiang, Ting; Wang, Miaomiao; Park, ... | P30ES030284, R00ES032892, R01ES027051 | Environ Health Perspect (2023 Jul) |
37466315
|
2023 |
| Extracting Structural Information from Physicochemical Property Measurements Using Machine Learning─ ... | Abrahamsson, Dimitri; Brueck, Christopher L; Prasse, Carsten; Lambropoulou, Dimitra A; Koronaiou ... | P30ES030284, R00ES032892, R01ES027051 | Environ Sci Technol (2023 Oct 10) |
37746919
|
2023 |
| Harmonized US National Health and Nutrition Examination Survey 1988-2018 for high throughput exposom ... | Nguyen, Vy Kim; Middleton, Lauren Y M; Huang, Lei; Zhao, Neil; Verly Jr, Eliseu; Kvasnicka, Ja ... | P30ES017885, R01ES028802, R01ES028802, R01ES032470 | medRxiv (2023 Feb 08) |
36798185
|
2023 |
| Impacts of census differential privacy for small-area disease mapping to monitor health inequities. | Li, Yanran; Coull, Brent A; Krieger, Nancy; Peterson, Emily; Waller, Lance A; Chen, Jarvis T; ... | K01ES032458, P30ES000002 | Sci Adv (2023 Aug 18) |
37595037
|
2023 |
| Integrated causal-predictive machine learning models for tropical cyclone epidemiology. | Nethery, Rachel C; Katz-Christy, Nina; Kioumourtzoglou, Marianthi-Anna; Parks, Robbie M; Schumac ... | K01ES032458, P30ES009089, R00ES033742, R00ES033742, R01ES030616 | Biostatistics (2023 Apr 14) |
34962265
|
2023 |
| Integrating Concentration-Dependent Toxicity Data and Toxicokinetics To Inform Hepatotoxicity Respon ... | Russo, Daniel P; Aleksunes, Lauren M; Goyak, Katy; Qian, Hua; Zhu, Hao | P30ES005022, R01ES031080, R35ES031709 | Environ Sci Technol (2023 Aug 22) |
37566783
|
2023 |
| Integrating structure annotation and machine learning approaches to develop graphene toxicity models ... | Wang, Tong; Russo, Daniel P; Bitounis, Dimitrios; Demokritou, Philip; Jia, Xuelian; Huang, Hen ... | R01ES031080 | Carbon N Y (2023 Feb) |
36845527
|
2023 |
| Investigating Use of Low-Cost Sensors to Increase Accuracy and Equity of Real-Time Air Quality Infor ... | Considine, Ellen M; Braun, Danielle; Kamareddine, Leila; Nethery, Rachel C; deSouza, Priyanka | K01ES032458, T32ES007142 | Environ Sci Technol (2023 Jan 09) |
36623253
|
2023 |
| Machine learning approaches to predict age from accelerometer records of physical activity at bioban ... | Le Goallec, Alan; Collin, Sasha; Jabri, M'Hamed; Diai, Samuel; Vincent, Théo; Patel, Chirag J | R01ES032470 | PLOS Digit Health (2023 Jan) |
36812610
|
2023 |
| Mobile Source Benzene Regulations and Risk of Childhood and Young Adult Hematologic Cancers in Alask ... | Nethery, Rachel C; Vega, Sofia; Frazier, A Lindsay; Laden, Francine | K01ES032458 | Epidemiology (2023 May 01) |
36715968
|
2023 |
| National Projections for Clinical Implications of Race-Free Creatinine-Based GFR Estimating Equation ... | Diao, James A; Wu, Gloria J; Wang, Jason K; Kohane, Isaac S; Taylor, Herman A; Tighiouart, Hoc ... | R01ES032470 | J Am Soc Nephrol (2023 Feb 01) |
36368777
|
2023 |
| Perfluorooctanoic acid induces transcriptomic alterations in second trimester human cytotrophoblasts ... | Chen, Hao; Kapidzic, Mirhan; Gantar, Danielle; Aksel, Sena; Levan, Justine; Abrahamsson, Dimit ... | P30ES030284, R00ES032892 | Toxicol Sci (2023 Nov 28) |
37738295
|
2023 |
| Prediction and stratification of longitudinal risk for chronic obstructive pulmonary disease across ... | He, Yixuan; Qian, David C; Diao, James A; Cho, Michael H; Silverman, Edwin K; Gusev, Alexander ... | R01ES032470 | medRxiv (2023 Apr 05) |
37066248
|
2023 |
| Prediction and stratification of longitudinal risk for chronic obstructive pulmonary disease across ... | He, Yixuan; Qian, David C; Diao, James A; Cho, Michael H; Silverman, Edwin K; Gusev, Alexander ... | R01ES032470 | Nat Commun (2023 Dec 14) |
38097585
|
2023 |
| Prioritization of COVID-19 risk factors in July 2020 and February 2021 in the UK. | Tangirala, Sivateja; Tierney, Braden T; Patel, Chirag J | R01ES032470 | Commun Med (Lond) (2023 Mar 30) |
36997659
|
2023 |
| Quantifying Shared and Unique Gene Content across 17 Microbial Ecosystems. | Zimmerman, Samuel; Tierney, Braden T; Patel, Chirag J; Kostic, Aleksandar D | R01ES032470 | mSystems (2023 Apr 27) |
37022232
|
2023 |
| Reply. | Claypool, Kajal; Long, Michelle T; Patel, Chirag J | R01ES032470 | Clin Gastroenterol Hepatol (2023 Jun) |
36087712
|
2023 |
| Retrospective cohort study investigating synergism of air pollution and corticosteroid exposure in p ... | Josey, Kevin; Nethery, Rachel; Visaria, Aayush; Bates, Benjamin; Gandhi, Poonam; Parthasarathi, ... | K01ES032458, T32ES007142 | BMJ Open (2023 Sep 13) |
37709308
|
2023 |
| Spatio-temporal interpolation and delineation of extreme heat events in California between 2017 and ... | Fard, Pedram; Chung, Ming Kei Jake; Estiri, Hossein; Patel, Chirag J | R01ES032470 | Environ Res (2023 Nov 15) |
37648196
|
2023 |
| Systematic comparisons between Lyme disease and post-treatment Lyme disease syndrome in the U.S. wit ... | Chung, Ming Kei; Caboni, Mariaelena; Strandwitz, Philip; D'Onofrio, Anthony; Lewis, Kim; Patel, ... | R01ES032470 | EBioMedicine (2023 Apr) |
36958992
|
2023 |
| Waist Circumference and Insulin Resistance Are the Most Predictive Metabolic Factors for Steatosis a ... | Claypool, Kajal; Long, Michelle T; Patel, Chirag J | R01ES032470 | Clin Gastroenterol Hepatol (2023 Jul) |
35671890
|
2023 |
| Clinical laboratory tests associated with survival in patients with metastatic renal cell carcinoma: ... | Velaer, Kyla; Thomas, I-Chun; Yang, Jaden; Kapphahn, Kristopher; Metzner, Thomas J; Golla, Abh ... | R01ES032470 | Urol Oncol (2022 Jan) |
34580027
|
2022 |
| Exposome-wide ranking of modifiable risk factors for cardiometabolic disease traits. | Poveda, Alaitz; Pomares-Millan, Hugo; Chen, Yan; Kurbasic, Azra; Patel, Chirag J; Renström, Fr ... | R01ES032470 | Sci Rep (2022 Mar 08) |
35260745
|
2022 |
| Mechanism-driven modeling of chemical hepatotoxicity using structural alerts and an in vitro screeni ... | Jia, Xuelian; Wen, Xia; Russo, Daniel P; Aleksunes, Lauren M; Zhu, Hao | P30ES005022, R01ES031080, R35ES031709 | J Hazard Mater (2022 Aug 15) |
35739723
|
2022 |
| Predicting Prenatal Developmental Toxicity Based On the Combination of Chemical Structures and Biolo ... | Ciallella, Heather L; Russo, Daniel P; Sharma, Swati; Li, Yafan; Sloter, Eddie; Sweet, Len; Hu ... | R01ES031080, R35ES031709 | Environ Sci Technol (2022 May 03) |
35451820
|
2022 |
| Prevalence of Fatty Liver Disease is Driven by Prediabetes and Diabetes: US NHANES 2017-2018. | Claypool, Kajal; Patel, Chirag J | R01ES032470 | Clin Gastroenterol Hepatol (2022 Mar) |
33965575
|
2022 |
| Replacement per- and polyfluoroalkyl substances (PFAS) are potent modulators of lipogenic and drug m ... | Marques, Emily; Pfohl, Marisa; Wei, Wei; Tarantola, Giuseppe; Ford, Lucie; Amaeze, Ogochukwu; ... | P42ES027706, R01ES031080, R35ES031709 | Toxicol Appl Pharmacol (2022 May 01) |
35337807
|
2022 |
| Secular Trends in Prevalence of Heart Failure Diagnosis over 20 Years (from the US NHANES). | Siontis, George Cm; Bhatt, Deepak L; Patel, Chirag J | R01ES032470 | Am J Cardiol (2022 Jun 01) |
35361480
|
2022 |
| Shared exposure liability of type 2 diabetes and other chronic conditions in the UK Biobank. | He, Yixuan; Patel, Chirag J | R01ES032470 | Acta Diabetol (2022 Jun) |
35348899
|
2022 |
| Statistical implications of endogeneity induced by residential segregation in small-area modelling o ... | Nethery, Rachel C; Chen, Jarvis T; Krieger, Nancy; Waterman, Pamela D; Peterson, Emily; Waller, ... | K01ES032458, P30ES000002 | Am Stat (2022) |
35531350
|
2022 |
| Systematically assessing microbiome-disease associations identifies drivers of inconsistency in meta ... | Tierney, Braden T; Tan, Yingxuan; Yang, Zhen; Shui, Bing; Walker, Michaela J; Kent, Benjamin M ... | R01ES032470 | PLoS Biol (2022 Mar) |
35235560
|
2022 |
| Using deep learning to predict abdominal age from liver and pancreas magnetic resonance images. | Le Goallec, Alan; Diai, Samuel; Collin, Sasha; Prost, Jean-Baptiste; Vincent, Théo; Patel, Chi ... | R01ES032470 | Nat Commun (2022 Apr 13) |
35418184
|
2022 |
| CATMoS: Collaborative Acute Toxicity Modeling Suite. | Mansouri, Kamel; Karmaus, Agnes L; Fitzpatrick, Jeremy; Patlewicz, Grace; Pradeep, Prachi; Albe ... | P42ES016465, R01ES031080 | Environ Health Perspect (2021 Apr) |
33929906
|
2021 |
| Characterising the relationships between physiological indicators and all-cause mortality (NHANES): ... | Nguyen, Vy Kim; Colacino, Justin; Chung, Ming Kei; Goallec, Alan Le; Jolliet, Olivier; Patel, ... | P30ES017885, R01ES028802, R01ES028802, R01ES032470 | Lancet Healthy Longev (2021 Oct) |
34825242
|
2021 |
| Construction of a Virtual Opioid Bioprofile: A Data-Driven QSAR Modeling Study to Identify New Analg ... | Jia, Xuelian; Ciallella, Heather L; Russo, Daniel P; Zhao, Linlin; James, Morgan H; Zhu, Hao | P30ES005022, R01ES031080 | ACS Sustain Chem Eng (2021 Mar 15) |
34239782
|
2021 |
|
Differential impacts of COVID-19 lockdowns on PM |
K01ES032458, T32ES007142 | Environ Adv (2021 Dec) |
34642672
|
2021 | |
| Examining the robustness of observational associations to model, measurement and sampling uncertaint ... | Klau, Simon; Hoffmann, Sabine; Patel, Chirag J; Ioannidis, John Pa; Boulesteix, Anne-Laure | R01ES032470 | Int J Epidemiol (2021 Mar 03) |
33147614
|
2021 |
| Laboratory-wide association study of survival with prostate cancer. | Sohlberg, Ericka M; Thomas, I-Chun; Yang, Jaden; Kapphahn, Kristopher; Velaer, Kyla N; Goldstei ... | R01ES032470 | Cancer (2021 Apr 01) |
33237577
|
2021 |
| Leveraging vibration of effects analysis for robust discovery in observational biomedical data scien ... | Tierney, Braden T; Anderson, Elizabeth; Tan, Yingxuan; Claypool, Kajal; Tangirala, Sivateja; Ko ... | R01ES032470 | PLoS Biol (2021 09) |
34555021
|
2021 |
| Optimization of 1,4-bis(arylsulfonamido)naphthalene-N,N'-diacetic acids as inhibitors of Keap1-Nrf2 ... | Abed, Dhulfiqar Ali; Lee, Sumi; Wen, Xia; Ali, Ahmed R; Mangipudy, Vaibhav; Aleksunes, Lauren ... | P30ES005022, R01ES031080 | Bioorg Med Chem (2021 08 15) |
34252790
|
2021 |
| Plasma metabolomics of autism spectrum disorder and influence of shared components in proband famili ... | Chung, Ming Kei; Smith, Matthew Ryan; Lin, Yufei; Walker, Douglas I; Jones, Dean; Patel, Chira ... | R01ES032470 | Exposome (2021) |
35028569
|
2021 |
| Predictive modeling of estrogen receptor agonism, antagonism, and binding activities using machine- ... | Ciallella, Heather L; Russo, Daniel P; Aleksunes, Lauren M; Grimm, Fabian A; Zhu, Hao | P30ES005022, R01ES031080 | Lab Invest (2021 Apr) |
32778734
|
2021 |
| Revealing Adverse Outcome Pathways from Public High-Throughput Screening Data to Evaluate New Toxica ... | Ciallella, Heather L; Russo, Daniel P; Aleksunes, Lauren M; Grimm, Fabian A; Zhu, Hao | P30ES005022, R01ES031080 | Environ Sci Technol (2021 Aug 03) |
34304572
|
2021 |
| Advancing computer-aided drug discovery (CADD) by big data and data-driven machine learning modeling ... | Zhao, Linlin; Ciallella, Heather L; Aleksunes, Lauren M; Zhu, Hao | P30ES005022, R01ES031080 | Drug Discov Today (2020 Sep) |
32663517
|
2020 |
| Construction of a web-based nanomaterial database by big data curation and modeling friendly nanostr ... | Yan, Xiliang; Sedykh, Alexander; Wang, Wenyi; Yan, Bing; Zhu, Hao | P30ES005022, R01ES031080 | Nat Commun (2020 05 20) |
32433469
|
2020 |
| Geospatial Analysis of Individual and Community-Level Socioeconomic Factors Impacting SARS-CoV-2 Pre ... | Cromer, Sara J; Lakhani, Chirag M; Wexler, Deborah J; Burnett-Bowie, Sherri-Ann M; Udler, Miria ... | R01ES032470 | medRxiv (2020 Sep 30) |
33024982
|
2020 |
| Mechanism-Driven Read-Across of Chemical Hepatotoxicants Based on Chemical Structures and Biological ... | Zhao, Linlin; Russo, Daniel P; Wang, Wenyi; Aleksunes, Lauren M; Zhu, Hao | P30ES005022, R01ES031080 | Toxicol Sci (2020 04 01) |
32073637
|
2020 |