Project Title: | MECHANISM-DRIVEN VIRTUAL ADVERSE OUTCOME PATHWAY MODELING FOR HEPATOTOXICITY |
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PI: | Zhu, Hao |
Institution: | Tulane University Of Louisiana |
Grant Number: | R01ES031080 |
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Publication Title | Authors | Grant Number(s) | Journal (Pub date) | PubMed Link | Pub Year |
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Advancing Computational Toxicology by Interpretable Machine Learning. | Jia, Xuelian; Wang, Tong; Zhu, Hao | R01ES031080, R35ES031709 | Environ Sci Technol (2023 Nov 21) | 37224004 | 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 |
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 |
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 |
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 |
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 |
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 08 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 |
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 |