Literature DB >> 32408309

Oncology Informatics: Status Quo and Outlook.

Paul Martin Putora1,2, Michael Baudis3, Beth M Beadle4, Issam El Naqa5, Frank A Giordano6, Nils H Nicolay7,8.   

Abstract

Oncology has undergone rapid progress, with emerging developments in areas including cancer stem cells, molecularly targeted therapies, genomic analyses, and individually tailored immunotherapy. These advances have expanded the tools available in the fight against cancer. Some of these have seen broad media coverage resulting in justified public attention. However, these achievements have only been possible due to rapid developments in the expanding field of biomedical informatics and information technology (IT). Artificial intelligence, radiomics, electronic health records, and electronic patient-reported outcome measures (ePROMS) are only a few of the developments enabling further progress in oncology. The promising impact of IT in oncology will only become reality through a multidisciplinary approach to the complex challenges ahead.
© 2020 S. Karger AG, Basel.

Entities:  

Keywords:  Artificial intelligence; Cancer; Electronic health record; Electronic patient-reported outcome measures; Informatics; Machine learning; Oncology; Radiation oncology

Mesh:

Year:  2020        PMID: 32408309      PMCID: PMC8882056          DOI: 10.1159/000507586

Source DB:  PubMed          Journal:  Oncology        ISSN: 0030-2414            Impact factor:   2.935


  24 in total

Review 1.  The Oncologist's Guide to Synoptic Reporting: A Primer.

Authors:  Ekkehard Hewer
Journal:  Oncology       Date:  2019-06-07       Impact factor: 2.935

2.  Corrigendum: Dermatologist-level classification of skin cancer with deep neural networks.

Authors:  Andre Esteva; Brett Kuprel; Roberto A Novoa; Justin Ko; Susan M Swetter; Helen M Blau; Sebastian Thrun
Journal:  Nature       Date:  2017-06-28       Impact factor: 49.962

Review 3.  Artificial Intelligence: reshaping the practice of radiological sciences in the 21st century.

Authors:  Issam El Naqa; Masoom A Haider; Maryellen L Giger; Randall K Ten Haken
Journal:  Br J Radiol       Date:  2020-02-01       Impact factor: 3.039

4.  Feasibility of Wearable Physical Activity Monitors in Patients With Cancer.

Authors:  Arjun Gupta; Tyler Stewart; Nizar Bhulani; Ying Dong; Zain Rahimi; Kimberli Crane; Chad Rethorst; Muhammad S Beg
Journal:  JCO Clin Cancer Inform       Date:  2018-12

Review 5.  Use of Natural Language Processing to Extract Clinical Cancer Phenotypes from Electronic Medical Records.

Authors:  Guergana K Savova; Ioana Danciu; Folami Alamudun; Timothy Miller; Chen Lin; Danielle S Bitterman; Georgia Tourassi; Jeremy L Warner
Journal:  Cancer Res       Date:  2019-08-08       Impact factor: 12.701

Review 6.  Structured Data Acquisition in Oncology.

Authors:  Maurice Henkel; Bram Stieltjes
Journal:  Oncology       Date:  2019-11-15       Impact factor: 2.935

7.  Mobile App Delivery of the EORTC QLQ-C30 Questionnaire to Assess Health-Related Quality of Life in Oncological Patients: Usability Study.

Authors:  Kerstin A Kessel; Marco Me Vogel; Anna Alles; Sophie Dobiasch; Hanna Fischer; Stephanie E Combs
Journal:  JMIR Mhealth Uhealth       Date:  2018-02-20       Impact factor: 4.773

8.  Deep Learning to Improve Breast Cancer Detection on Screening Mammography.

Authors:  Li Shen; Laurie R Margolies; Joseph H Rothstein; Eugene Fluder; Russell McBride; Weiva Sieh
Journal:  Sci Rep       Date:  2019-08-29       Impact factor: 4.996

Review 9.  Balancing accuracy and interpretability of machine learning approaches for radiation treatment outcomes modeling.

Authors:  Yi Luo; Huan-Hsin Tseng; Sunan Cui; Lise Wei; Randall K Ten Haken; Issam El Naqa
Journal:  BJR Open       Date:  2019-07-04

10.  Supportive Care in Radiotherapy Based on a Mobile App: Prospective Multicenter Survey.

Authors:  Rami A El Shafie; Dorothea Weber; Nina Bougatf; Tanja Sprave; Dieter Oetzel; Peter E Huber; Jürgen Debus; Nils H Nicolay
Journal:  JMIR Mhealth Uhealth       Date:  2018-08-30       Impact factor: 4.773

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  2 in total

1.  Management of children with glucose-6-phosphate dehydrogenase deficiency presenting with acute haemolytic crisis during the SARs-COV-2 pandemic.

Authors:  Mohsen Elalfy; Amira Adly; Khadiga Eltonbary; Islam Elghamry; Omar Elalfy; Mohamed Maebid; Khaled Elsayh; Heba-T-Allah N Elsayed; Magdy El Ekiaby
Journal:  Vox Sang       Date:  2021-06-08       Impact factor: 2.996

2.  Cancer Treatment and Research During the COVID-19 Pandemic: Experience of the First 6 Months.

Authors:  Begoña de Las Heras; Kamal S Saini; Frances Boyle; Felipe Ades; Evandro de Azambuja; Ivana Bozovic-Spasojevic; Marco Romano; Marta Capelan; Rajeev Prasad; Pugazhenthi Pattu; Christophe Massard; Chia Portera; Monika Lamba Saini; Brajendra Prasad Singh; Ramachandran Venkitaraman; Richard McNally; Manuela Leone; Enrique Grande; Sudeep Gupta
Journal:  Oncol Ther       Date:  2020-08-04
  2 in total

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