Segmentation of Cells from Spinning Disk Confocal Images Using a Multi-stage Approach. - Saad Ullah Akram; Juho Kannala; Mika Kaakinen; Lauri Eklund; Janne Heikkilä (ACCV (3), 2014)

Cell proposal network for microscopy image analysis. - Saad Ullah Akram; Juho Kannala; Lauri Eklund; Janne Heikkilä (ICIP, 2016)

Joint cell segmentation and tracking using cell proposals. - Saad Ullah Akram; Juho Kannala; Lauri Eklund; Janne Heikkilä (ISBI, 2016)

Cell Segmentation Proposal Network for Microscopy Image Analysis. - Saad Ullah Akram; Juho Kannala; Lauri Eklund; Janne Heikkilä (LABELS/DLMIA@MICCAI, 2016)

Cell Tracking via Proposal Generation and Selection. - Saad Ullah Akram; Juho Kannala; Lauri Eklund; Janne Heikkilä (CoRR, 2017)

Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection. - Saad Ullah Akram; Talha Qaiser; Simon Graham; Juho Kannala; Janne Heikkilä; Nasir M. Rajpoot (COMPAY/OMIA@MICCAI, 2018)

Mask-RCNN and U-Net Ensembled for Nuclei Segmentation. - Aarno Oskar Vuola; Saad Ullah Akram; Juho Kannala (ISBI, 2019)

Pedestrian Detection: The Elephant In The Room. - Irtiza Hasan; Shengcai Liao; Jinpeng Li 004; Saad Ullah Akram; Ling Shao 001 (CoRR, 2020)

Generalizable Pedestrian Detection: The Elephant in the Room. - Irtiza Hasan; Shengcai Liao; Jinpeng Li 004; Saad Ullah Akram; Ling Shao 001 (CVPR, 2021)

Bridging the Gap Between Paired and Unpaired Medical Image Translation. - Pauliina Paavilainen; Saad Ullah Akram; Juho Kannala (DGM4MICCAI/DALI@MICCAI, 2021)

Pedestrian Detection: Domain Generalization, CNNs, Transformers and Beyond. - Irtiza Hasan; Shengcai Liao; Jinpeng Li 004; Saad Ullah Akram; Ling Shao 001 (CoRR, 2022)