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Table 4 Distribution of keywords used in articles in the field of AI and Drug Discovery (Wos CC, 2024)

From: The published role of artificial intelligence in drug discovery and development: a bibliometric and social network analysis from 1990 to 2023

Fields

Total WoS CC Documents

2 Chemistry

 2.123 Protein Structure, Folding & Modelling

 

  2.123.13 Protein Folding

775

  2,123,778 QSAR

456

 2.160 Microfluidic Devices & Superhydrophobicity

 

  2.160.2038 Flow Chemistry

28

  2.160.174 Microfluidics

7

 2.190 Surfactants, Lipid Bilayers & Antimicrobial Peptides

 

  2.190.857 Antimicrobial Peptides

33

  2.190.254 Lipid Bilayers

2

 2.15 Physical Chemistry

 

  2.15.123 Bulk Modulus

16

  2.15.3 CCSD

5

 2.1 Synthesis

 

  2.1.1402 Click Chemistry

6

  2.1.549 Chalcones

6

1 Clinical & Life Sciences

 1.54 Molecular & Cell Biology—Genetics

 

  1.54.79 Gene Expression Data

377

  1.54.2447 Bromodomains

31

 1.104 Virology—General

 

  1.104.1353 Coronavirus

68

 1.155 Medical Ethics

 

  1.155.1510 Orphan Drugs

38

  1.155.2316 Pharmacovigilance

29

 1.117 Pharmacology & Toxicology

 

  1.117.179 Cytochrome P450

26

  1.117.1309 Acetaminophen

17

 1.25 Molecular & Cell Biology—Cancer, Autophagy & Apoptosis

 

  1.25.887 RAS

9

  1.25.782 Proteasome

6

4 Electrical Engineering, Electronics & Computer Science

 4.17 Computer Vision & Graphics

 

  4.17.1901 Genome Rearrangement

38

  4.17.128 Deep Learning

36

 4.61 AI & Machine Learning

 

  4.61.145 Feature Selection

20

  4.61.1335 Self Organising Maps

5

  4.61.869 Clustering

5

 4.48 Knowledge Engineering & Representation

 

  4.48.120 Complex Networks

10

  4.48.1522 Big Data

1

 4.116 Robotics

 

  4.116.1415 Human–Robot Interaction

4

  4.116.862 Reinforcement Learning

4

 4.187 Security Systems

 

  4.187.1702 Differential Privacy

5

  4.187.12014 Blockchain

2

3 Agriculture, Environment & Ecology

 3.198 Mycotoxins

 

  3.198.904 Streptomyces

15

  3.198.926 Endophytic Fungi

2

 3.16 Phytochemicals

 

  3.16.2062 Aloe Vera

2

  3.16.2318 Silymarin

2

 3.180 Microbial Biotechnology

 

  3.180.2188 Prolidase

4

  3.180.1338 Phosphofructokinase

2

 3.85 Food Science & Technology

 

  3.85.1687 Bioactive Peptides

4

  3.85.741 Chitosan

1

 3.220 Smell & Taste Science

 

  3.220.1242 Aspartame

4

5 Physics

 5.56 Quantum Mechanics

 

  5.56.1673 Geometric Phase

6

  5.56.9 Entanglement

6

 5.221 Nuclear Instruments

 

  5.221.1034 Electron Tomography

6

 5.9 Particles & Fields

 

  5.9.746 Gravitational Waves

1

 5.250 Imaging & Tomography

 

  5.250.1881 Photoacoustic Imaging

1

 5.88 Electromagnetism

 

  5.88.418 X-ray Reflectivity

1

 5.310 Resistive Switching

 

  5.310.1164 Resistive Switching

1

 5.98 Geometrical Optics

 

  5.98.1073 Digital Holography

1

 5.33 Semiconductor Physics

 

  5.33.632 Diluted Magnetic Semiconductors

1

 5.38 Optical Electronics & Engineering

 

  5.38.198 Silicon Photonics

1

9 Mathematics

 9.92 Statistical Methods

 

  9.92.1271 Competing Risks

9

  9.92.1337 Causal Inference

4

 9.162 Numerical Methods

 

  9.162.1864 Logistic Source

3

 9.143 Dynamical Systems & Time Dependence

 

  9.143.1163 Stochastic Resonance

1

 9.50 Applied Statistics & Probability

 

  9.50.1564 Convex Body

1

6 Social Sciences

 6.256 Religion

 

  6.256.2361 Religious Education

4

 6.3 Management

 

  6.3.2 Knowledge Management

2

  6.3.1731 Computer-supported Cooperative Work

1

  6.3.2135 Sharing Economy

1

 6.238 Bibliometrics, Scientometrics & Research Integrity

 

  6.238.166 Bibliometrics

2

  6.238.1790 Plagiarism

1

 6.185 Communication

 

  6.185.1644 Privacy

2

 6.73 Social Psychology

 

  6.73.2034 Conditional Reasoning

1

  6.73.2331 Health Locus of Control

1

 6.146 Anthropology

 

  6.146.1728 Artisanal Mining

2

7 Engineering & Materials Science

 7.12 Metallurgical Engineering

 

  7.12.2236 High-Entropy Alloys

2

  7.12.2224 Ductile Iron

1

 7.272 Electrical—Solder & Connections

 

  7.272.2124 Thermal Resistance

2

 7.262 Explosives

 

  7.262.2024 TNT

1

  7.262.745 Energetic Materials

1

 7.121 Concrete Science

 

  7.121.26 Compressive Strength

1

 7.70 Thermodynamics

 

  7.70.1880 Falling Film

1

 7.192 Testing & Maintenance

 

  7.192.732 Polynomial Chaos

1

 7.251 Electrical—Harvesting & Discharging

 

  7.251.1204 Energy Harvesting

1

8 Earth Sciences

 8.8 Geochemistry, Geophysics & Geology

 

  8.8.2206 Compositional Data

1

10 Arts & Humanities

 10.126 Philosophy

 

  10.126.1568 Philosophy of Science

1