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Medicine And Science (I.2.1...)
Deep learning and convolutional neural networks for medical imaging and clinical informatics
Lu L., Wang X., Carneiro G., Yang L., Springer International Publishing, New York, NY, 2019. 461 pp. Type: Book (978-3-030139-68-1)
This book reviews deep learning research and applications “for medical imaging and clinical informatics.” It specifically presents information about the implementation of deep learning and convolutional neural network (CNN) application...
Mar 15 2021
Image processing techniques for detecting and classification of plant disease: a review
Hungilo G., Emmanuel G., Emanuel A. IMIP 2019 (Proceedings of the 2019 International Conference on Intelligent Medicine and Image Processing, Bali, Indonesia, Apr 19-22, 2019) 48-52, 2019. Type: Proceedings
For experienced farmers and biologists, detecting and identifying plant diseases is usually fairly straightforward: they are familiar with the most common problems related to their crops and can use visual inspection, possibly in combination with ...
Mar 9 2020
Personal assistants: emerging computational technologies
Costa A., Julian V., Novais P., Springer International Publishing, New York, NY, 2018. 220 pp. Type: Book (978-3-319625-29-4)
For those of us who have reached a certain age, the term “personal assistant” brings up images of a PalmPilot or something similar. Today, we might think of Cortana or Siri. On the other hand, an increasing concern in developed Western...
Aug 30 2018
Ontology engineering applications in healthcare and workforce management systems
Forbes D., Wongthongtham P., Terblanche C., Pakdeetrakulwong U., Springer International Publishing, New York, NY, 2017. 103 pp. Type: Book (978-3-319650-11-1)
Forbes et al. present two case studies on the application of ontologies and knowledge-based approaches. The book contains a fairly detailed description of the subject domains and their representation as ontologies that exploit the services of PROT...
Apr 27 2018
Evaluation of an automated knowledge-based textual summarization system for longitudinal clinical data, in the intensive care domain
Goldstein A., Shahar Y., Orenbuch E., Cohen M. Artificial Intelligence in Medicine 82 20-33, 2017. Type: Article
This paper examines the potential of the Clinitext system  for the production of clinical summaries. Clinitext is designed to be general and not specific to any clinical domain; details on Clinitext are provided in . In particular, the autho...
Feb 22 2018
A hierarchical classifier based on human blood plasma fluorescence for non-invasive colorectal cancer screening
Soares F., Becker K., Anzanello M. Artificial Intelligence in Medicine 82 1-10, 2017. Type: Article
Classification in artificial intelligence aims to separate data into categories using available variables. High dimensionality and inherent variability in medical datasets have been challenges to classification tasks in this field....
Feb 21 2018
Current application of conformal prediction in drug discovery
Ahlberg E., Hammar O., Bendtsen C., Carlsson L. Annals of Mathematics and Artificial Intelligence 81(1-2): 145-154, 2017. Type: Article
Conformal prediction (CP) is a general method widely applied in machine learning. In general, it uses previous experience/data to predict unknown data to a prescribed confidence level. In this paper, the authors describe how the CP method is appli...
Dec 15 2017
Knowledge graph for TCM health preservation
Yu T., Li J., Yu Q., Tian Y., Shun X., Xu L., Zhu L., Gao H. Artificial Intelligence in Medicine 77 48-52, 2017. Type: Article
This paper introduces a knowledge graph for traditional Chinese medicine (TCM) health preservation....
Oct 12 2017
Placenta maps: in utero placental health assessment of the human fetus
Miao H., Mistelbauer G., Karimov A., Alansary A., Davidson A., Lloyd D., Damodaram M., Story L., Hutter J., Hajnal J., Rutherford M., Preim B., Kainz B., Groller M. IEEE Transactions on Visualization and Computer Graphics 23(6): 1612-1623, 2017. Type: Article
Miao et al. describe an in utero procedure for generating placenta maps. Typically, the placenta is evaluated ex vivo by placing it on a flat table and assessing its structure....
Sep 19 2017
A case-based reasoning system based on weighted heterogeneous value distance metric for breast cancer diagnosis
Gu D., Liang C., Zhao H. Artificial Intelligence in Medicine 77 31-47, 2017. Type: Article
Case-based methods have previously been used to assist in treating cancers, and this paper introduces a number of significant modifications in the case of breast cancer. Specifically, these modifications relate to the way in which the distance bet...
Aug 3 2017
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