Adapting an Artificial Intelligence Sexually Transmitted Diseases Symptom Checker Tool for Mpox Detection: The HeHealth Experience

no code implementations • 23 Apr 2024 • Rayner Kay Jin Tan, Dilruk Perera, Salomi Arasaratnam, Yudara Kularathne

From July 2022 to October 2022, a total of 1000 Mpox related images had been used to train the Mpox symptom checker tool.

The Development and Performance of a Machine Learning Based Mobile Platform for Visually Determining the Etiology of Penile Pathology

no code implementations • 13 Mar 2024 • Lao-Tzu Allan-Blitz, Sithira Ambepitiya, Raghavendra Tirupathi, Jeffrey D. Klausner, Yudara Kularathne

Of the 239 images in the validation dataset, 45 (18. 8%) were of genital warts, 43 (18. 0%) were of HSV infection, 29 (12. 1%) were of penile cancer, 40 (16. 7%) were of penile candidiasis, 37 (15. 5%) were of syphilitic chancres, and 45 (18. 8%) were of non-diseased penises.

Specificity

SynthVision - Harnessing Minimal Input for Maximal Output in Computer Vision Models using Synthetic Image data

no code implementations • 5 Feb 2024 • Yudara Kularathne, Prathapa Janitha, Sithira Ambepitiya, Thanveer Ahamed, Dinuka Wijesundara, Prarththanan Sothyrajah

For HPV cases the model demonstrated a high precision of 99% and a recall of 94%.

Experimental Design Image Classification +1