| Title |
Interpretable multimodal deep learning for real-time pan-tissue pan-disease pathology search on social media
|
|---|---|
| Published in |
bioRxiv
|
| DOI | 10.1101/396663 |
| Authors |
Schaumberg, Andrew J., Juarez-Nicanor, Wendy C., Choudhury, Sarah J., Pastrián, Laura G., Pritt, Bobbi S., Pozuelo, Mario Prieto, Sánchez, Ricardo Sotillo, Ho, Khanh, Zahra, Nusrat, Sener, Betul Duygu, Yip, Stephen, Xu, Bin, Annavarapu, Srinivas Rao, Morini, Aurélien, Jones, Karra A., Rosado-Orozco, Kathia, Mukhopadhyay, Sanjay, Miguel, Carlos, Yang, Hongyu, Rosen, Yale, Ali, Rola H., Folaranmi, Olaleke O., Gardner, Jerad M., Rusu, Corina, Stayerman, Celina, Gross, John, Suleiman, Dauda E., Sirintrapun, S. Joseph, Aly, Mariam, Fuchs, Thomas J. |
| Country | Count | As % |
|---|---|---|
| United States | 43 | 28% |
| Spain | 13 | 8% |
| United Kingdom | 6 | 4% |
| India | 6 | 4% |
| Nigeria | 4 | 3% |
| Mexico | 3 | 2% |
| Canada | 3 | 2% |
| Turkey | 3 | 2% |
| France | 3 | 2% |
| Other | 24 | 16% |
| Unknown | 46 | 30% |
| Type | Count | As % |
|---|---|---|
| Members of the public | 97 | 63% |
| Scientists | 30 | 19% |
| Practitioners (doctors, other healthcare professionals) | 23 | 15% |
| Science communicators (journalists, bloggers, editors) | 3 | 2% |
| Unknown | 1 | <1% |
| Country | Count | As % |
|---|---|---|
| Unknown | 15 | 100% |
| Readers by professional status | Count | As % |
|---|---|---|
| Researcher | 2 | 13% |
| Student > Ph. D. Student | 2 | 13% |
| Student > Bachelor | 1 | 7% |
| Student > Master | 1 | 7% |
| Professor > Associate Professor | 1 | 7% |
| Other | 0 | 0% |
| Unknown | 8 | 53% |
| Readers by discipline | Count | As % |
|---|---|---|
| Agricultural and Biological Sciences | 2 | 13% |
| Nursing and Health Professions | 1 | 7% |
| Mathematics | 1 | 7% |
| Psychology | 1 | 7% |
| Social Sciences | 1 | 7% |
| Other | 0 | 0% |
| Unknown | 9 | 60% |