| 2025 | ICNP | MLOps for Medical Imaging: A Cloud-Edge architecture for Experiment Tracking and Model Evaluation. | Saim, Saad Ullah Akram, Erkki Harjula, Lauri Lovn, Hassan Mehmood |
| 2021 | CVPR | Generalizable Pedestrian Detection: The Elephant in the Room. | Irtiza Hasan, Shengcai Liao, Jinpeng Li, Saad Ullah Akram, Ling Shao |
| 2021 | MICCAI | Bridging the Gap Between Paired and Unpaired Medical Image Translation. | Pauliina Paavilainen, Saad Ullah Akram, Juho Kannala |
| 2018 | MICCAI | Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection. | Saad Ullah Akram, Talha Qaiser, Simon Graham, Juho Kannala, Janne Heikkil, Nasir M. Rajpoot |
| 2016 | ICIP | Cell proposal network for microscopy image analysis. | Saad Ullah Akram, Juho Kannala, Lauri Eklund, Janne Heikkil |
| 2016 | MICCAI | Cell Segmentation Proposal Network for Microscopy Image Analysis. | Saad Ullah Akram, Juho Kannala, Lauri Eklund, Janne Heikkil |
| 2014 | ACCV | Segmentation of Cells from Spinning Disk Confocal Images Using a Multi-stage Approach. | Saad Ullah Akram, Juho Kannala, Mika Kaakinen, Lauri Eklund, Janne Heikkil |