AI Reading List: Sciences: Medicine and Healthcare
Below is a portion of my informal list of readings related to Artificial Intelligence (AI). This started out as a very short list created for use in conjunction with an academic presentation and has now grown much larger. Please let me know if you have any corrections, additions, suggestions, etc. It is very idiosyncratic and not meant to be comprehensive. Please feel free to share with others.
Artificial Intelligence (AI) Reading List, by Philip Rubin
Sciences — Medicine and Healthcare:
Benjamin Mueller. New A.I. Tool Diagnoses Brain Tumors on the Operating Table. The New York Times, Oct. 11, 2023.
Amit Katwala. AI Is Building Highly Effective Antibodies That Humans Can’t Even Imagine. Wired, August 10, 2023.
Geoffrey A. Fowler. AI is acting ‘pro-anorexia’ and tech companies aren’t stopping it. The Washington Post, August 7, 2023.
Kate Lamble. AI cuts treatment time for cancer radiotherapy. BBC News, June 27, 2023.
Mallory Locklear. Machine learning model predicts physician turnover. YaleNews, Feb. 1, 2023.
Edd Gent. ChatGPT’s AI Can Help Screen For Alzheimer’s - Unusual speech patterns provide new inroads for diagnosis of the disease. IEEE Spectrum, Jan. 4, 2023.
Kristin M. Kostick-Quenet and Sara Gerke. AI in the hands of imperfect users. npj Digital Medicine 5, 197 (2022), Dec. 28, 2022.
Michael Spencer. A.I. Can Help Detect Brain Tumor Boundaries. AI Supremacy, Dec. 23, 2022.
Michael Spencer. AI and the Future of Sepsis. AI Supremacy, Oct. 27, 2022.
Michael Spencer. A.I. in Alzheimer’s disease in 2022. AI Supremacy, Oct. 20, 2022.
Julián N. Acosta, Guido J. Falcone, Pranav Rajpurkar, and Eric J. Topol. Multimodal biomedical AI. Nature Medicine 28, 173-1784. Sep. 15, 2022.
Victor Volovici, Nicholas L. Syn, Ari Ercole, Joseph J. Zhao & Nan Liu. Steps to avoid overuse and misuse of machine learning in clinical research. Nature Medicine, Sep. 12, 2022.
Katyanna Quach. Hype versus reality: What you can't do with DeepMind's AlphaFold in drug discovery. The Register, Sep. 8, 2022.
Sahar Kazemzadeh, et al. Deep Learning Detection of Active Pulmonary Tuberculosis at Chest Radiography Matched the Clinical Performance of Radiologists. RSNA Radiology, Sep. 6, 2022.
Panshu Verma. A new algorithm could spot Parkinson’s early. Will it help? The Washington Post, Sep. 2, 2022.
Alex Smith. New AI Technique to Create Customized Dentures. AZO Robotics, July 19, 2022.
Nicholas St. Fleur. Listen: ‘Racism is America’s oldest algorithm’: How bias creeps into health care AI. STAT, May 30, 2022.
Ferris Jabr. The Man Who Controls Computers With His Mind. The New York Times Magazine online, May 12-13, 2022.
Eloy Geenjar. Deep Learning in Neuroimaging. The Gradient, April 30, 2022.
Sandeep Ravindran. Here Come the Artificial Intelligence Nutritionists. The New York Times, Mar. 14, 2022.
Laura Judith Marcos-Zambrano, et al. Applications of Machine Learning in Human Microbiome Studies: A Review on Feature Selection, Biomarker Identification, Disease Prediction and Treatment. Frontiers in Microbiology, February 19, 2021.
Aalt Dirk Jan van Dijk, Gert Kootstra, Willem Kruijer, and Dick de Ridder. Machine learning in plant science and plant breeding. iScience, Volume 24, Issue 1, 2021.
Alvin Powell. AI revolution in medicine. The Harvard Gazette, Nov. 11, 2020.
Nupur Biswas and Saikat Chakrabarti. Artificial Intelligence (AI)-Based Systems Biology Approaches in Multi-Omics Data Analysis of Cancer. Oncology, Oct. 14, 2020.
Giovanni Briganti and Olivier Le Moine. Artificial Intelligence in Medicine: Today and Tomorrow. Frontiers in Medicine, February 5, 2020.
Omer Adir, Maria Poley, Gal Chen, Sahar Froim, Nitzan Krinsky, Jeny Shklover, Janna Shainsky-Roitman, Twan Lammers, and Avi Schroeder. Integrating Artificial Intelligence and Nanotechnology for Precision Cancer Medicine. Advanced Materials, Vol. 32, 13, July 9, 2019.
Thomas Davenport and Ravi Kalakota, The potential for artificial intelligence in healthcare. Future Healthcare Journal, 6(2), 94–98, 2019.
Michael Matheny, et al. (Eds.). Artificial Intelligence in Health Care: The Hope, the Hype, the Promise, the Peril: A Special Publication from the National Academy of Medicine. 2019.
Wikipedia. Artificial intelligence in healthcare.