Babak Haghighi

Generalized ComBat harmonization methods for radiomic features with multi-modal distributions and multiple batch effects

Hannah Horng, Apurva Singh, Bardia Yousefi et al. · Scientific Reports · 2022 · 102 citations · Full text

Veterinary Medicine, Biomedical Engineering, Radiology +15

Differentiation of quantitative CT imaging phenotypes in asthma versus COPD

Sanghun Choi, Babak Haghighi, Jiwoong Choi et al. · BMJ Open Respiratory Research · 2017 · 44 citations · Full text

Medicine, Clinical Sciences, Radiology +17

Imaging-based clusters in former smokers of the COPD cohort associate with clinical characteristics: the SubPopulations and intermediate outcome measures in COPD study (SPIROMICS)

Babak Haghighi, Sanghun Choi, Jiwoong Choi et al. · Respiratory Research · 2019 · 42 citations · Full text

Medicine, Clinical Sciences, Internal Medicine +17

Improved generalized ComBat methods for harmonization of radiomic features

Hannah Horng, Apurva Singh, Bardia Yousefi et al. · Scientific Reports · 2022 · 41 citations · Full text

Medicine, Biomedical Informatics, Radiology +14

GaNDLF: the generally nuanced deep learning framework for scalable end-to-end clinical workflows

Sarthak Pati, Siddhesh Thakur, İbrahim Ethem Hamamcı et al. · Communications Engineering · 2023 · 36 citations · Full text

Computing, Health Informatics, Radiology +16