Sitwala Mundia

According to our database, Sitwala Mundia authored at least 4 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Evaluating Multimodal LLMs for Inpatient Diagnosis: Real-World Performance, Safety, and Cost Across Ten Frontier Models.

Bruce A. Bassett, Amy Rouillard, Sitwala Mundia, Michael Cameron Gramanie, Linda Camara, Ziyaad Dangor, Shabir A. Madhi, Kajal Morar, Marlvin T. Ncube, Ismail Kalla, Haroon Saloojee

CoRR, April, 2026

From Handwriting to Structured Data: Benchmarking AI Digitisation of Handwritten Forms.

Nicholas Pather, Joshua Fouché, Sitwala Mundia, Karl-Günter Technau, Thokozile Malaba, Alex Welte, Ushma Mehta, Bruce A. Bassett

CoRR, April, 2026

Can LLMs Score Medical Diagnoses and Clinical Reasoning as well as Expert Panels?

Amy Rouillard, Sitwala Mundia, Linda Camara, Michael Cameron Gramanie, Ziyaad Dangor, Ismail Kalla, Shabir A. Madhi, Kajal Morar, Marlvin T. Ncube, Haroon Saloojee, Bruce A. Bassett

CoRR, April, 2026

2025

Swivuriso: The South African Next Voices Multilingual Speech Dataset.

Vukosi Ntsakisi Marivate, Kayode Olaleye, Sitwala Mundia, Andinda Bakainga, Unarine Netshifhefhe, Mahmooda Milanzie, Tsholofelo Hope Mogale, Thapelo Sindane, Zainab Abdulrasaq, Kesego Mokgosi, Chijioke Okorie, Nia Zion Van Wyk, Graham Morrissey, Dale Dunbar, Francois Smit, Tsosheletso Chidi, Rooweither Mabuya, Andiswa Bukula, Respect Mlambo, Tebogo Macucwa, Idris Abdulmumin, Seani Rananga

CoRR, December, 2025