IEEE EMBC 2026 || Toronto, Canada || 26-30 July 2026

Tu.2.5: AI-Driven Imaging for Breast Cancer and Reproductive Health

Tuesday, 28 July, 11:30 - 13:00

Location: Room 701A

Session Type: Oral

Session Chair: Kosmia Loizidou

Theme 2: Biomedical Imaging and Image Processing

Tue, 28 Jul, 11:30 - 11:45

Tu.2.5.1: BREAST CANCER SUBTYPING, INVASIVENESS, AND GRADE DIAGNOSIS USING DIGITAL MAMMOGRAMS AND MACHINE LEARNING: TEMPORAL SUBTRACTION VS. SINGLE-MAMMOGRAM ANALYSIS

Kosmia Loizidou, KIOS Research and Innovation Center of Excellence, University of Cyprus, Cyprus; Eleni Orphanidou Vlachou, Eleni Orphanidou Vlachou IEPE, Cyprus; Anneza Yiallourou, Medical School, University of Cyprus, and the Breast Unit, Nicosia General Hospital, State Health Services Organisation, Cyprus; Christos Nikolaou, Limassol General Hospital, State Health Services Organisation, Cyprus; Costas Pitris, KIOS Research and Innovation Center of Excellence, University of Cyprus, Cyprus

Tue, 28 Jul, 11:45 - 12:00

Tu.2.5.2: NEURO-CASA: CALIBRATION-AWARE COMPUTER-AIDED SPERM ANALYSIS WITH VIDEO SWIN TRANSFORMER AND DISTRIBUTION-FREE UNCERTAINTY QUANTIFICATION

Muhammet Tayfur Ertas, Mehmet Berke Isler, Mustafa Salih Gucez, Reda Alhajj, Istanbul Medipol University

Tue, 28 Jul, 12:00 - 12:15

EMBC 2026

Tu.2.5.1: BREAST CANCER SUBTYPING, INVASIVENESS, AND GRADE DIAGNOSIS USING DIGITAL MAMMOGRAMS AND MACHINE LEARNING: TEMPORAL SUBTRACTION VS. SINGLE-MAMMOGRAM ANALYSIS

Tu.2.5.2: NEURO-CASA: CALIBRATION-AWARE COMPUTER-AIDED SPERM ANALYSIS WITH VIDEO SWIN TRANSFORMER AND DISTRIBUTION-FREE UNCERTAINTY QUANTIFICATION

Tu.2.5.3: CerviAssist: An End-to-End Pipeline for Bethesda-Aligned Pap Smear Analysis

Tu.2.5.4: EFFICIENT MULTI-SCALE MASKED AUTOENCODERS WITH HYBRID-ATTENTION MECHANISM FOR BREAST LESION CLASSIFICATION

Tu.2.5.5: NullBUS: Multimodal Breast Ultrasound Segmentation with Nullable Prompts

Tu.2.5.6: HGT-YOLO: A HYBRID GRAPH-TRANSFORMER YOLO FRAMEWORK FOR BREAST MRI MASS DETECTION