Allison Clement : Publications

Journal papers

• [1]

  From Landmark Uncertainty to Clinical Confidence: Screening for Developmental Dysplasia of the Hip

  Allison Clement‚ James Willoughby‚ Daniel C. Perry and Irina Voiculescu

  In Frontiers in Medical Technology. Vol. 8. September, 2026.

  Details about From Landmark Uncertainty to Clinical Confidence: Screening for Developmental Dysplasia of the Hip | BibTeX data for From Landmark Uncertainty to Clinical Confidence: Screening for Developmental Dysplasia of the Hip | Link to From Landmark Uncertainty to Clinical Confidence: Screening for Developmental Dysplasia of the Hip

Conference papers

• [1]

  Quantifying Contributions within Multimodal Fusion for Clinical Decisions

  Allison Clement and Irina Voiculescu

  In ML−CDS 2026: Multimodal Learning and Fusion Across Scales for Clinical Decision Support. 29th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2026). Springer Nature. September, 2026.

  Details about Quantifying Contributions within Multimodal Fusion for Clinical Decisions | BibTeX data for Quantifying Contributions within Multimodal Fusion for Clinical Decisions | Link to Quantifying Contributions within Multimodal Fusion for Clinical Decisions

• [2]

  Are X−ray landmark detection models fair? A preliminary assessment and mitigation strategy

  Roberto Di Via‚ Massimiliano Ciranni‚ Davide Marinelli‚ Allison Clement‚ Nikil Patel‚ Julian Wyatt‚ Francesca Odone‚ Matteo Santacesaria‚ Irina Voiculescu and Vito Pastore

  In International Conference on Computer Vision (ICCV). Systematic Trust in AI Models (STREAM) Workshop. October, 2025.

  Details about Are X−ray landmark detection models fair? A preliminary assessment and mitigation strategy | BibTeX data for Are X−ray landmark detection models fair? A preliminary assessment and mitigation strategy | Link to Are X−ray landmark detection models fair? A preliminary assessment and mitigation strategy

• [3]

  A Handful of Data: Evaluating Few–Shot Incremental Landmark Detection

  Nikil Patel‚ Allison Clement‚ Julian Wyatt‚ Roberto Di Via‚ Davide Marinelli‚ Massimiliano Ciranni‚ Vito Paolo Pastore and Irina Voiculescu

  In International Conference on Image Analysis and Processing (ICIAP). Springer. 2025.

  Details about A Handful of Data: Evaluating Few–Shot Incremental Landmark Detection | BibTeX data for A Handful of Data: Evaluating Few–Shot Incremental Landmark Detection | Link to A Handful of Data: Evaluating Few–Shot Incremental Landmark Detection

• [4]

  Confidence in Angle Predictions for Clinical Decision Support

  Allison Clement‚ James Willoughby and Irina Voiculescu

  In Medical Image Computing and Computer−Assisted Intervention (MICCAI). September, 2025.

  Details about Confidence in Angle Predictions for Clinical Decision Support | BibTeX data for Confidence in Angle Predictions for Clinical Decision Support | Link to Confidence in Angle Predictions for Clinical Decision Support

• [5]

  Landmark−Based Screening: Femoral Head Coverage and Graf Classification in Infant Developmental Dysplasia of the Hip

  Allison Clement‚ Abhinav Singh and Irina Voiculescu

  In European Conference on Computer Vision (ECCV). Women in Computer Vision (WiCV) Workshop. Springer Cham. September, 2024.

  Details about Landmark−Based Screening: Femoral Head Coverage and Graf Classification in Infant Developmental Dysplasia of the Hip | BibTeX data for Landmark−Based Screening: Femoral Head Coverage and Graf Classification in Infant Developmental Dysplasia of the Hip | Link to Landmark−Based Screening: Femoral Head Coverage and Graf Classification in Infant Developmental Dysplasia of the Hip

• [6]

  Improving Automated Ultrasound Infant Hip Screening using an Integrated Clinical Classification Loss

  Allison Clement‚ Abhinav Singh‚ Daniel Perry and Irina Voiculescu

  In Annual Conference on Medical Image Understanding and Analysis. Springer. July, 2024.

  Details about Improving Automated Ultrasound Infant Hip Screening using an Integrated Clinical Classification Loss | BibTeX data for Improving Automated Ultrasound Infant Hip Screening using an Integrated Clinical Classification Loss | Link to Improving Automated Ultrasound Infant Hip Screening using an Integrated Clinical Classification Loss