26-30 July 2026

EMBC 2026

Toronto, Canada
Tu.2.5.3

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

Stefana Duta, Andra Laura Dobre, Razvan George Condorovici, Alina Elena Sultana, National University of Science and Technology POLITEHNICA Buchares; Manuela Amuzescu, Florian Vintila Armasescu, Aide Sante Medical Centre

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

Track:
Biomedical Imaging and Image Processing

Location:
Room 701A

Presentation Time:
Tuesday, 28 July, 12:00 - 12:15

Session Chair:
Kosmia Loizidou
Presentation
Discussion
Resources
No resources available.
Session Tu.2.5
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
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
Tu.2.5.3: CerviAssist: An End-to-End Pipeline for Bethesda-Aligned Pap Smear Analysis
Stefana Duta, Andra Laura Dobre, Razvan George Condorovici, Alina Elena Sultana, National University of Science and Technology POLITEHNICA Buchares; Manuela Amuzescu, Florian Vintila Armasescu, Aide Sante Medical Centre
Tu.2.5.4: EFFICIENT MULTI-SCALE MASKED AUTOENCODERS WITH HYBRID-ATTENTION MECHANISM FOR BREAST LESION CLASSIFICATION
Hung Vo, Pengyu Yuan, University of Houston; Zheng Yin, Kelvin Wong, Chika Ezeana, Houston Methodist; Son Ly, Hien Nguyen, University Of Houston; Stephen Wong, Houston Methodist
Tu.2.5.5: NullBUS: Multimodal Breast Ultrasound Segmentation with Nullable Prompts
Raja Mallina, Bryar Shareef, University of Nevada, Las Vegas
Tu.2.5.6: HGT-YOLO: A HYBRID GRAPH-TRANSFORMER YOLO FRAMEWORK FOR BREAST MRI MASS DETECTION
Kien Trang, Fung Fung Ting, Monash University; Bao Quoc Vuong, International University; Chee Ming Ting, Monash University
Resources
No resources available.