Deepti R Bathula
Affiliations: | Indian Institute of Technology (IIT), Ropar |
Area:
Medical Image Processing and AnalysisGoogle:
"Deepti Bathula"
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Publications
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| Niyaz U, Sambyal AS, Bathula DR. (2023) Leveraging different learning styles for improved knowledge distillation in biomedical imaging. Computers in Biology and Medicine. 168: 107764 |
| Sambyal AS, Niyaz U, Krishnan NC, et al. (2023) Understanding calibration of deep neural networks for medical image classification. Computer Methods and Programs in Biomedicine. 242: 107816 |
| Gallo S, El-Gazzar A, Zhutovsky P, et al. (2023) Functional connectivity signatures of major depressive disorder: machine learning analysis of two multicenter neuroimaging studies. Molecular Psychiatry |
| Andersson S, Bathula DR, Iliadis SI, et al. (2021) Predicting women with depressive symptoms postpartum with machine learning methods. Scientific Reports. 11: 7877 |
| Sikka A, Jamalabadi H, Krylova M, et al. (2020) Investigating the temporal dynamics of electroencephalogram (EEG) microstates using recurrent neural networks. Human Brain Mapping |
| Orlando JI, Fu H, Barbossa Breda J, et al. (2019) REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs. Medical Image Analysis. 59: 101570 |
| Thomas AJ, Bathula D. (2016) Reducing inter-scanner variability in multi-site fMRI activations using correction functions: A preliminary study Advances in Intelligent Systems and Computing. 390: 109-117 |
| Bansal G, Gera P, Bathula DR. (2015) Template based classification of cardiac Arrhythmia in ECG data 2015 Ieee 2nd International Conference On Recent Trends in Information Systems, Retis 2015 - Proceedings. 337-341 |
| Thomas AJ, Bathula D. (2015) Reducing inter-scanner variability in multi-site fMRI data: Exploring choice of reference activation map and use of correction functions International Conference On Computing, Communication and Automation, Iccca 2015. 1187-1192 |
| Costa Dias TG, Wilson VB, Bathula DR, et al. (2013) Reward circuit connectivity relates to delay discounting in children with attention-deficit/hyperactivity disorder. European Neuropsychopharmacology : the Journal of the European College of Neuropsychopharmacology. 23: 33-45 |