Naofumi Tomita
Dartmouth College(US)
Publications by Year
Research Areas
Radiomics and Machine Learning in Medical Imaging, AI in cancer detection, Antibiotics Pharmacokinetics and Efficacy, Colorectal Cancer Screening and Detection, Drug-Induced Adverse Reactions
Most-Cited Works
- → Deep neural networks for automatic detection of osteoporotic vertebral fractures on CT scans(2018)279 cited
- → Identifying substance use risk based on deep neural networks and Instagram social media data(2018)130 cited
- → Evaluation of a Deep Neural Network for Automated Classification of Colorectal Polyps on Histopathologic Slides(2020)109 cited
- → Breeze(2019)99 cited
- → Automatic post-stroke lesion segmentation on MR images using 3D residual convolutional neural network(2020)76 cited
- → Development and evaluation of a deep neural network for histologic classification of renal cell carcinoma on biopsy and surgical resection slides(2021)67 cited
- → A Petri Dish for Histopathology Image Analysis(2021)61 cited
- → Learn like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification(2021)59 cited
- → Data Augmentation in Training Deep Learning Models for Medical Image Analysis(2020)47 cited
- → Predicting oncogene mutations of lung cancer using deep learning and histopathologic features on whole-slide images(2022)38 cited