Published

1. CuMPerLay: Learning Cubical Multiparameter Persistence Vectorizations
   Caner Korkmaz, Brighton Nuwagira, Baris Coskunuzer, Tolga Birdal,    ICCV 2025  

2. Breast Cancer Detection with Topological Deep Learning   
   Brighton Nuwagira, Adrian Rodriguez, Qiwei Li, Baris Coskunuzer,  ICCV 2025  CVAMD 

3. Topological Machine Learning for Low-Data Medical Imaging
   Brighton Nuwagira, Korkmaz Caner, Koung Philmore Fan-Hsi, Baris Coskunuzer,  ML4H 2024    

4. TopOC: Topological Deep Learning for Ovarian and Breast Cancer Diagnosis
   Saba Fatema, Brighton Nuwagira, Sayoni Chakraborty, Reyhan Gedik, Baris Coskunuzer,  MICCAI TGI3  

5. Topo-CXR: Chest X-ray TB and Pneumonia Screening with Topological Machine Learning
   Faisal Ahmed, Brighton Nuwagira, Furkan Torlak, Baris Coskunuzer, ICCV CVAMD 2023  

6. Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2024 Symposium
   Amin Adibi, Xu Cao, Zongliang Ji, Jivat Neet Kaur, Winston Chen, Elizabeth Healey, Brighton Nuwagira, et al. 

7. Reflections from Research Roundtables at the Conference on Health, Inference, and Learning (CHIL) 2025 

Emily Alsentzer, Marie-Laure Charpignon, Bill Chen, Niharika D'Souza, Jason Fries, Yixing Jiang, Aparajita Kashyap, Chanwoo Kim, Simon Lee, Aishwarya Mandyam, Ashery Christopher Mbilinyi, Nikita Mehandru, Nitish Nagesh, Brighton Nuwagira, et al.

In Progress

1. Topology-Enhanced Transformers for Retinal Disease Diagnosis
   Brighton Nuwagira, Saba Fatema, Koung Philmore Fan-Hsi, Baris Coskunuzer.

2. Topological Few-Shot Learning
   Brighton Nuwagira, Sarthak Kumar Maharana, Adrian Rodriguez, Yunhui Guo, Baris Coskunuzer.