Role of standard and soft tissue chest radiography images in COVID-19 diagnosis using deep learning
Oral presentation, SPIE Medical Imaging, Virtual
Authors: Hu Q, Drukker K, Giger ML. More information here
Talks and Presentations
See a map of all the places I've given a talk!
Artificial Intelligence for Medical Image Analysis for Breast Cancer Multiparametric MRI
Rising Star spotlight talk, Rising Stars in Data Science Workshop, Virtual
Predicting the Need for Intensive Care for COVID-19 Patients using Deep Learning on Chest Radiography
Poster presentation, Medical Imaging Meets NeurIPS Workshop, Virtual
Authors: Hu Q, Drukker K, Giger ML. More information here
Comparative Radiomics Evaluation of Paired Conventional DCE-MRI and Abbreviated MRI for Breast Cancer Diagnosis
Scientific poster presentation, RSNA Annual Meeting, Virtual
Authors: Hu Q, Papaioannou J, Whitney HM, Edwards A, Giger ML
The Expanding Horizons Travel Grant Program
ePoster presentation, AAPM Annual Meeting, Virtual
I was one of a handful of awardees who received the Expanding Horizons Travel Grant award from the American Association of Physicists in Medicine, which is designed to provide trainees travel support to conferences that are not specifically geared toward medical physics, an effort to broaden the scope of scientific meetings attended and potentially spark novel, interdisciplinary research directions. The award supported my attendance at the NeurIPS conference in 2019. This ePoster presentation and discussion session at the AAPM annual meeting was a report-back session for the awardees to share their experience at the various conferences that we were funded to attend.
Using ResNet feature extraction in computer-aided diagnosis of breast cancer on 927 lesions imaged with multiparametric MRI
Oral presentation, SPIE Medical Imaging Conference, Houston, TX
Authors: Hu Q, Whitney HM, Giger ML. More information here
Transfer Learning in 4D for Breast Cancer Diagnosis using Dynamic Contrast-Enhanced Magnetic Resonance Imaging
Poster presentation, NeurIPS ML4H workshop, Vancouver, Canada
Authors: Hu Q, Whitney HM, Giger ML
Multiparametric breast MRI radiomics in distinguishing between benign and malignant breast lesions
Oral presentation, AAPM Annual Meeting, San Antonio, TX
Authors: Hu Q, Whitney HM, Edwards A, Papaioannou J, Giger ML
Radiomics and deep learning of diffusion-weighted MRI in the diagnosis of breast cancer
Poster presentation, SPIE Medical Imaging Conference, San Diego, CA
Authors: Hu Q, Whitney HM, Edwards A, Papaioannou J, Giger ML