J
Jiannan Fang
Researcher at Hangzhou Dianzi University
Publications - 3
Citations - 360
Jiannan Fang is an academic researcher from Hangzhou Dianzi University. The author has contributed to research in topics: Digital pathology & Frame (networking). The author has an hindex of 2, co-authored 3 publications receiving 224 citations.
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Journal ArticleDOI
BACH: Grand challenge on breast cancer histology images.
Guilherme Aresta,Teresa Araújo,Scotty Kwok,Sai Saketh Chennamsetty,Mohammed Safwan,Varghese Alex,Bahram Marami,Marcel Prastawa,Monica Chan,Michael J. Donovan,Gerardo Fernandez,Jack Zeineh,Matthias Kohl,Christoph Walz,Florian Ludwig,Stefan Braunewell,Maximilian Baust,Quoc Dang Vu,Minh Nguyen Nhat To,Eal Kim,Jin Tae Kwak,Sameh Galal,Veronica Sanchez-Freire,Nadia Brancati,Maria Frucci,Daniel Riccio,Yaqi Wang,Lingling Sun,Kaiqiang Ma,Jiannan Fang,Ismael Kone,Lahsen Boulmane,Aurélio Campilho,Catarina Eloy,António Polónia,Paulo Aguiar +35 more
TL;DR: The Grand Challenge on Breast Cancer Histology images (BACH) was organized in conjunction with the 15th International Conference on Image Analysis and Recognition (ICIAR 2018) as mentioned in this paper.
Book ChapterDOI
Breast Cancer Microscope Image Classification Based on CNN with Image Deformation
TL;DR: The convolution neural network (CNN) and hybrid CNN model such as CNN + SVM are adopted to classify the breast cancer microscope images on ICIAR2018 dataset to achieve a 92.5% accuracy on 80 validation sets and an ACC of 91.7% on the test set of [7].
Proceedings ArticleDOI
Video question answering by frame attention
TL;DR: This work proposes a model, inspired by the ImageQA model, which utilizes videos and questions to generate answers and redesign and simplify the Joint Sequence Fusion (JSFusion) model for this soft-attention mechanism called Frame Attention which can refines its attention on the frame object with the help of questions.