Overcoming barriers to machine learning applications in toxicity prediction

被引：3
|
作者：
Abou Hajal, Abdallah [1 ,2 ]
Al Meslamani, Ahmad Z. [1 ,2 ]
机构：
[1] Al Ain Univ, Coll Pharm, Abu Dhabi, U Arab Emirates
[2] Al Ain Univ, AAU Hlth & Biomed Res Ctr, Abu Dhabi, U Arab Emirates
来源：
EXPERT OPINION ON DRUG METABOLISM & TOXICOLOGY | 2024年 / 20卷 / 07期
关键词：
Advanced toxicity prediction; AI; machine learning; deep learning; drug toxicity;
D O I：
10.1080/17425255.2023.2294939
中图分类号：
Q5 [生物化学]; Q7 [分子生物学];
学科分类号：
071010 ; 081704 ;
摘要：
引用
收藏
页码：549 / 553
页数：5
相关论文
共 50 条
  • [41] Using Machine Learning Methods and Structural Alerts for Prediction of Mitochondrial Toxicity
    Hemmerich, Jennifer
    Troger, Florentina
    Fuezi, Barbara
    Ecker, Gerhard F.
    [J]. MOLECULAR INFORMATICS, 2020, 39 (05)
  • [42] Machine learning prediction of financial toxicity in patients with resected lung cancer
    Deboever, Nathaniel
    Al-Tashi, Qasem
    Eisenberg, Michael
    Hofstetter, Wayne
    Mehran, Reza
    Rice, David
    Roth, Jack
    Sepesi, Boris
    Swisher, Stephen
    Vaporciyan, Ara
    Walsh, Garrett
    Antonoff, Mara
    Wu, Jia
    Rajaram, Ravi
    [J]. CANCER RESEARCH, 2023, 83 (07)
  • [43] PREDICTION OF RESPIRATORY TOXICITY USING CHEMICAL INFORMATION AND MACHINE LEARNING TECHNIQUES
    Ghosh, Dipayan
    Koneti, Geervani
    Ramamurthi, Narayanan
    [J]. DRUG METABOLISM AND PHARMACOKINETICS, 2019, 34 (01) : S34 - S34
  • [44] MolToxPred: small molecule toxicity prediction using machine learning approach
    Setiya, Anjali
    Jani, Vinod
    Sonavane, Uddhavesh
    Joshi, Rajendra
    [J]. RSC ADVANCES, 2024, 14 (06) : 4201 - 4220
  • [45] Machine-Learning Applications in Structural Response Prediction: A Review
    Afshar, Aref
    Nouri, Gholamreza
    Ghazvineh, Shahin
    Hosseini Lavassani, Seyed Hossein
    [J]. PRACTICE PERIODICAL ON STRUCTURAL DESIGN AND CONSTRUCTION, 2024, 29 (03)
  • [46] A Systematic Review of Applications of Machine Learning in Cancer Prediction and Diagnosis
    Aman Sharma
    Rinkle Rani
    [J]. Archives of Computational Methods in Engineering, 2021, 28 : 4875 - 4896
  • [47] A Systematic Review of Applications of Machine Learning in Cancer Prediction and Diagnosis
    Sharma, Aman
    Rani, Rinkle
    [J]. ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, 2021, 28 (07) : 4875 - 4896
  • [48] Machine learning applications in household-level demand prediction
    Zhao, Shuoli
    Lai, Yufeng
    Ye, Chenglong
    Lee, Keehyun
    [J]. APPLIED ECONOMICS LETTERS, 2024, 31 (01) : 5 - 11
  • [49] Machine learning applications in breast cancer prediction using mammography
    Harshvardhan, G.M.
    Mori, Kei
    Verma, Sarika
    Athanasiou, Lambros
    [J]. Image and Vision Computing, 2024, 152
  • [50] Applications of Machine learning in Prediction of Breast Cancer Incidence and Mortality
    Helal, Nadia
    Sarwat, Eman
    [J]. ARAB JOURNAL OF NUCLEAR SCIENCES AND APPLICATIONS, 2012, 45 (04): : 193 - 200
12345