| [1] |
Seay TH. Has AlphaFold actually solved biology’s protein-folding problem? [Internet]. Washington, DC: Science News; 2023 Sep 23 [cited 2023 Dec 31]. Available from: https://www.sciencenews.org/article/alphafold-ai-protein-structure-folding-prediction
|
| [2] |
Metz C. A.I.. predicts the shape of nearly every protein known to science [Internet]. New York City:The New York Times; 2022 Jul 28 [cited 2023 Dec 31]. Available from: https://www.nytimes.com/2022/07/28/science/ai-deepmind-proteins.html
|
| [3] |
E. Callaway. ‘The entire protein universe’: AI predicts shape of nearly every known protein. Nature, 608 (7921) (2022), pp. 15-16.
|
| [4] |
S. O’Neill. Machine learning turbocharges structural biology. Engineering, 12 (2022), pp. 9-11.
|
| [5] |
Smyth J. Biotech begins human trials of drug designed by artificial intelligence [Internet]. London: Financial Times; 2023 Jun 26 [cited 2023 Dec 31]. Available from: https://www.ft.com/content/82071cf2-f0da-432b-b815-606d602871fc
|
| [6] |
Witze A. AI predicts how many earthquake aftershocks will strike—and their strength [Internet]. London: Nature; 2023 Sep 28 [cited 2023 Dec 31]. Available from: https://www.nature.com/articles/d41586-023-02934-6
|
| [7] |
Jarman S. Particle physicists get AI help with beam dynamics [Internet]. Bristol: Physics World; 2023 May 23 [cited 2023 Dec 31]. Available from: https://physicsworld.com/a/particle-physicists-get-ai-help-with-beam-dynamics/
|
| [8] |
Rosso C. New AI tracks neurons in moving animals [Internet]. New York City:Psychology Today; 2023 Dec 15 [cited 2023 Dec 31]. Available from: https://www.psychologytoday.com/us/blog/the-future-brain/202312/new-ai-tracks-neurons-in-moving-animals
|
| [9] |
D. Castelvecchi. DeepMind AI outdoes human mathematicians on unsolved problem. Nature, 625 (7993) (2024), pp. 12-13.
|
| [10] |
Thorbecke C. AI tools make things up a lot, and that’s a huge problem [Internet]. New York City:CNN Business; 2023 Aug 29 [cited 2023 Dec 31]. Available from: https://www.cnn.com/2023/08/29/tech/ai-chatbot-hallucinations/index.html
|
| [11] |
D. Mackenzie. Surprising advances in generative artificial intelligence prompt amazement—and worries. Engineering, 25 (2023), pp. 9-11.
|
| [12] |
P. Ball. Is AI leading to a reproducibility crisis in science?. Nature, 624 (7990) (2023), pp. 22-25.
|
| [13] |
Wong M. Science is becoming less human [Internet]. Washington, DC: The Atlantic; 2023 Dec 11 [cited 2023 Dec 31]. Available from: https://www.theatlantic.com/technology/archive/2023/12/ai-scientific-research/676304/
|
| [14] |
Brown S. Machine learning, explained [Internet]. Cambridge: MIT Sloan School of Management; 2021 Apr 21 [cited 2023 Dec 31]. Available from: https://mitsloan.mit.edu/ideas-made-to-matter/machine-learning-explained
|
| [15] |
Sutter P. AI is already helping astronomers make incredible discoveries. Here’s how [Internet]. New York City:Space; 2023 Oct 4 [cited 2023 Dec 31]. Available from: https://www.space.com/astronomy-research-ai-future
|
| [16] |
Impey C. AI is helping astronomers make new discoveries and learn about the universe faster than ever before [Internet]. Melbourne: The Conversation; 2023 May 3 [cited 2023 Dec 31]. Available from: https://theconversation.com/ai-is-helping-astronomers-make-new-discoveries-and-learn-about-the-universe-faster-than-ever-before-204351
|
| [17] |
R.F. Service. ‘The game has changed’. AI triumphs at solving protein structures. Science, 370 (2020), pp. 1144-1145.
|
| [18] |
Heaven WD. DeepMind’s protein-folding AI has solved a 50-year-old grand challenge of biology [Internet]. Cambridge: MIT Technology Review; 2020 Nov 30 [cited 2023 Dec 31]. Available from: https://www.technologyreview.com/2020/11/30/1012712/deepmind-protein-folding-ai-solved-biology-science-drugs-disease/
|
| [19] |
S. O’Neill. Artificial intelligence cracks a 50-year-old grand challenge in biology. Engineering, 7 (6) (2021), pp. 706-708.
|
| [20] |
Howes L. DeepMind AI predicts protein structures [Internet]. Washington, DC: Chemical & Engineering News; 2022 Dec 1 [cited 2023 Dec 31]. Available from: https://cen.acs.org/physical-chemistry/protein-folding/DeepMind-AI-predicts-protein-structures/98/web/2020/12
|
| [21] |
E. Callaway. What’s next for the AI protein-folding revolution. Nature, 604 (2022), pp. 234-238.
|
| [22] |
First application of AlphaFold in identifying potential liver cancer drug [Internet]. New Rochelle: Genetic Engineering & Biotechnology News; 2023 Jan 24 [cited 2023 Dec 31]. Available from: https://www.genengnews.com/insights/first-application-of-alphafold-in-identifying-potential-liver-cancer-drug/
|
| [23] |
E. Callaway. How AlphaFold and other AI tools could help us prepare for the next pandemic. Nature, 622 (2023), pp. 440-441.
|
| [24] |
Palmer K, Trang B. DeepMind touts AlphaFold’s new skills as protein-folding AI models face off [Internet]. Boston: STAT; 2023 Oct 31[cited 2023 Dec 31]. Available from: https://www.statnews.com/2023/10/31/protein-folding-structure-ai-deepmind-alphafold-rosettafold/
|
| [25] |
Timmer J. Google’s AI protein folder IDs structure where none seemingly existed [Internet]. New York City: Ars Technica; 2023 Sep 20 [cited 2023 Dec 31]. Available from: https://arstechnica.com/science/2023/09/googles-ai-software-brings-order-to-protein-chaos/
|
| [26] |
B. Tsang, I. Pritišanac, S.W. Scherer, A.M. Moses, J.D. Forman-Kay. Phase separation as a missing mechanism for interpretation of disease mutations. Cell, 183 (7) (2020), pp. 1742-1756.
|
| [27] |
T.R. Alderson, I. Pritišanac, Đ. Kolarić, A.M. Moses, J.D. Forman-Kay. Systematic identification of conditionally folded intrinsically disordered regions by AlphaFold2. Proc Natl Acad Sci USA, 120 (44) (2023), e2304302120.
|
| [28] |
Artificial intelligence in space [Internet]. Paris: European Space Agency; 2023 Aug 3 [cited 2023 Dec 31]. Available from: https://www.esa.int/Enabling_Support/Preparing_for_the_Future/Discovery_and_Preparation/Artificial_intelligence_in_space
|
| [29] |
Bagchi S. What is a black box? A computer scientist explains what it means when the inner workings of AIs are hidden [Internet]. Melbourne: The Conversation; 2023 May 22 [cited 2023 Dec 31]. Available from: https://theconversation.com/what-is-a-black-box-a-computer-scientist-explains-what-it-means-when-the-inner-workings-of-ais-are-hidden-203888
|
| [30] |
T. Lewis. The AI biologist: DeepMind’s Demis Hassabis explains how artificial intelligence solved one of the biggest problems in biology. Sci Am, 328 (2) (2023), pp. 28-30.
|
| [31] |
What is explainable AI [Internet]. Armonk: IBM; [cited 2023 Dec 31]. Available from: https://www.ibm.com/topics/explainable-ai
|
PDF(384 KB)
