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Literature DB >> 23724363

BioGames: A Platform for Crowd-Sourced Biomedical Image Analysis and Telediagnosis.

Sam Mavandadi¹, Steve Feng, Frank Yu, Stoyan Dimitrov, Richard Yu, Aydogan Ozcan.

Abstract

We have recently proposed a mathematical framework for crowd-sourcing of biomedical image analysis and diagnosis through digital gaming. Here we review our recent progress on this gaming platform and demonstrate its viability for telediagnosis of malaria, achieving an accuracy that is within less than 2 percent of that of a trained expert.

Entities: Chemical Disease Gene Species

Year: 2012 PMID： 23724363 PMCID： PMC3665415 DOI： 10.1089/g4h.2012.0054

Source DB: PubMed Journal: Games Health J ISSN： 2161-783X

13 in total

1. Algorithm discovery by protein folding game players.

Authors: Firas Khatib; Seth Cooper; Michael D Tyka; Kefan Xu; Ilya Makedon; Zoran Popovic; David Baker; Foldit Players
Journal: Proc Natl Acad Sci U S A Date: 2011-11-07 Impact factor: 11.205

2. Lensfree microscopy on a cellphone.

Authors: Derek Tseng; Onur Mudanyali; Cetin Oztoprak; Serhan O Isikman; Ikbal Sencan; Oguzhan Yaglidere; Aydogan Ozcan
Journal: Lab Chip Date: 2010-05-06 Impact factor: 6.799

3. Field-portable lensfree tomographic microscope.

Authors: Serhan O Isikman; Waheb Bishara; Uzair Sikora; Oguzhan Yaglidere; John Yeah; Aydogan Ozcan
Journal: Lab Chip Date: 2011-05-16 Impact factor: 6.799

4. Quantum dot enabled detection of Escherichia coli using a cell-phone.

Authors: Hongying Zhu; Uzair Sikora; Aydogan Ozcan
Journal: Analyst Date: 2012-03-07 Impact factor: 4.616

5. Optofluidic fluorescent imaging cytometry on a cell phone.

Authors: Hongying Zhu; Sam Mavandadi; Ahmet F Coskun; Oguzhan Yaglidere; Aydogan Ozcan
Journal: Anal Chem Date: 2011-08-02 Impact factor: 6.986

6. Malaria misdiagnosis: effects on the poor and vulnerable.

Authors: Mark Amexo; Rachel Tolhurst; Guy Barnish; Imelda Bates
Journal: Lancet Date: 2004 Nov 20-26 Impact factor: 79.321

7. Lensfree on-chip microscopy over a wide field-of-view using pixel super-resolution.

Authors: Waheb Bishara; Ting-Wei Su; Ahmet F Coskun; Aydogan Ozcan
Journal: Opt Express Date: 2010-05-24 Impact factor: 3.894

8. Predicting protein structures with a multiplayer online game.

Authors: Seth Cooper; Firas Khatib; Adrien Treuille; Janos Barbero; Jeehyung Lee; Michael Beenen; Andrew Leaver-Fay; David Baker; Zoran Popović; Foldit Players
Journal: Nature Date: 2010-08-05 Impact factor: 49.962

9. reCAPTCHA: human-based character recognition via Web security measures.

Authors: Luis von Ahn; Benjamin Maurer; Colin McMillen; David Abraham; Manuel Blum
Journal: Science Date: 2008-08-14 Impact factor: 47.728

10. Distributed medical image analysis and diagnosis through crowd-sourced games: a malaria case study.

Authors: Sam Mavandadi; Stoyan Dimitrov; Steve Feng; Frank Yu; Uzair Sikora; Oguzhan Yaglidere; Swati Padmanabhan; Karin Nielsen; Aydogan Ozcan
Journal: PLoS One Date: 2012-05-11 Impact factor: 3.240

7 in total

Review 1. Review of Telemicrobiology.

Authors: Daniel D Rhoads; Blaine A Mathison; Henry S Bishop; Alexandre J da Silva; Liron Pantanowitz
Journal: Arch Pathol Lab Med Date: 2015-08-28 Impact factor: 5.534

BioGames: A Platform for Crowd-Sourced Biomedical Image Analysis and Telediagnosis.

1. Algorithm discovery by protein folding game players.

2. Lensfree microscopy on a cellphone.

3. Field-portable lensfree tomographic microscope.

4. Quantum dot enabled detection of Escherichia coli using a cell-phone.

5. Optofluidic fluorescent imaging cytometry on a cell phone.

6. Malaria misdiagnosis: effects on the poor and vulnerable.

7. Lensfree on-chip microscopy over a wide field-of-view using pixel super-resolution.

8. Predicting protein structures with a multiplayer online game.

9. reCAPTCHA: human-based character recognition via Web security measures.

10. Distributed medical image analysis and diagnosis through crowd-sourced games: a malaria case study.

Review 1. Review of Telemicrobiology.

Review 2. Computational imaging, sensing and diagnostics for global health applications.

Review 3. Point-of-Care Diagnostics: Recent Developments in a Connected Age.

4. Democratization of Nanoscale Imaging and Sensing Tools Using Photonics.

5. Malaria Diagnosis Using a Mobile Phone Polarized Microscope.

6. Plasmodium species differentiation by non-expert on-line volunteers for remote malaria field diagnosis.

7. Mapping of Crowdsourcing in Health: Systematic Review.