Usman Idris Ismail

Machine Learning for Hate Text Speech Detection: A Comprehensive Review of Techniques, Dataset and Challenges

Usman Idris Ismail, Suleiman Salihu Jauro, Nuhu Abdulalim Muhammad, Saadatu Ali Jijji, Joshua C Shawulu & Abdullahi Adam Galadima · Asian Journal of Research in Computer Science · 2026

Conventional moderation practices, which rely on human reviewers to identify and remove harmful contents are often labor-intensive, subjective, and unable to cope with the massive volume of user-generated data produced daily. Hate text speech has become a pervasive challenge acro...

Open access Research Article 10.9734/ajrcos/2026/v19i2832

Bridging the Gap between AI Performance and Clinical Practice: A Comprehensive Scoping Review of Breast Cancer Diagnosis

Muhammed Besiru Jibrin, Sulaiman Yusuf Ali, Albashir Ahmad, Suleman Mohammad Gidado, Aisha Muhammed Bose Ahmed & Usman Idris Ismail · Journal of Cancer and Tumor International · 2026

Breast cancer remains a leading cause of mortality among women worldwide, necessitating early and accurate diagnosis. Recent advancements in artificial intelligence (AI), particularly machine learning and deep learning, have shown significant potential in improving diagnostic per...

Open access Research Article 10.9734/jcti/2026/v16i2354