Titinunt Kitrungrotsakul

According to our database, Titinunt Kitrungrotsakul authored at least 18 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A hybrid model of deep learning features and clinical features for severe cases predication of COVID-19.

Titinunt Kitrungrotsakul, Qingqing Chen, Huitao Wu, Preeyanuch Srichola, Hongjie Hu, Wenchao Zhu, Chao Chen, Fangyi Xu, Yong Zhou, Lanfen Lin, Ruofeng Tong, Jingsong Li, Yen-Wei Chen

Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023

CMIR: A Unified Cross-Modality Framework for Preoperative Accurate Prediction of Microvascular Invasion in Hepatocellular Carcinoma.

Jing Liu, Yang Ai, Chao Huang, Fang Wang, Yingying Xu, Titinunt Kitrungrotsakul, Jing Ma, Lanfen Lin, Yen-Wei Chen, Jingsong Li

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

MSPA-DLA++: A Multi-Scale Phase Attention Deep Layer Aggregation for Lesion Detection in Multi-Phase CT Images.

Titinunt Kitrungrotsakul, Yingying Xu, Qingqing Chen, Jing Liu, Yinhao Li, Lanfen Lin, Hongjie Hu, Ruofeng Tong, Jingsong Li, Yen-Wei Chen

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

MVI-Wise GAN: Synthetic MRI to Improve Microvascular Invasion Prediction in Hepatocellular Carcinoma.

Jing Liu, Yulin Yang, Yang Ai, Titinunt Kitrungrotsakul, Fang Wang, Lanfen Lin, Ruofeng Tong, Yen-Wei Chen, Jingsong Li

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2021

Attention-RefNet: Interactive Attention Refinement Network for Infected Area Segmentation of COVID-19.

Titinunt Kitrungrotsakul, Qingqing Chen, Huitao Wu, Yutaro Iwamoto, Hongjie Hu, Wenchao Zhu, Chao Chen, Fangyi Xu, Yong Zhou, Lanfen Lin, Ruofeng Tong, Jingsong Li, Yen-Wei Chen

IEEE J. Biomed. Health Informatics, 2021

A Cascade of 2.5D CNN and Bidirectional CLSTM Network for Mitotic Cell Detection in 4D Microscopy Image.

Titinunt Kitrungrotsakul, Xian-Hua Han, Yutaro Iwamoto, Satoko Takemoto, Hideo Yokota, Sari Ipponjima, Tomomi Nemoto, Wei Xiong, Yen-Wei Chen

IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Accurate and fast mitotic detection using an anchor-free method based on full-scale connection with recurrent deep layer aggregation in 4D microscopy images.

Titinunt Kitrungrotsakul, Yutaro Iwamoto, Satoko Takemoto, Hideo Yokota, Sari Ipponjima, Tomomi Nemoto, Lanfen Lin, Ruofeng Tong, Jingsong Li, Yen-Wei Chen

BMC Bioinform., 2021

2020

An end-to-end CNN and LSTM network with 3D anchors for mitotic cell detection in 4D microscopic images and its parallel implementation on multiple GPUs.

Titinunt Kitrungrotsakul, Xian-Hua Han, Yutaro Iwamoto, Satoko Takemoto, Hideo Yokota, Sari Ipponjima, Tomomi Nemoto, Wei Xiong, Yen-Wei Chen

Neural Comput. Appl., 2020

Interactive Deep Refinement Network for Medical Image Segmentation.

Titinunt Kitrungrotsakul, Yutaro Iwamoto, Lanfen Lin, Ruofeng Tong, Jingsong Li, Yen-Wei Chen

CoRR, 2020

Development of an Interactive Semantic Medical Image Segmentation System.

Hikari Jinbo, Titinunt Kitrungrotsakul, Yutaro Iwamoto, Lanfen Lin, Hongjie Hu, Yen-Wei Chen

Proceedings of the 9th IEEE Global Conference on Consumer Electronics, 2020

2019

VesselNet: A deep convolutional neural network with multi pathways for robust hepatic vessel segmentation.

Titinunt Kitrungrotsakul, Xian-Hua Han, Yutaro Iwamoto, Lanfen Lin, Amir Hossein Foruzan, Wei Xiong, Yen-Wei Chen

Comput. Medical Imaging Graph., 2019

A Cascade of CNN and LSTM Network with 3D Anchors for Mitotic Cell Detection in 4D Microscopic Image.

Titinunt Kitrungrotsakul, Yutaro Iwamoto, Xian-Hua Han, Satoko Takemoto, Hideo Yokota, Sari Ipponjima, Tomomi Nemoto, Xiong Wei, Yen-Wei Chen

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

A Cascade of 2.5D CNN and LSTM Network for Mitotic Cell Detection in 4D Microscopy Image.

Titinunt Kitrungrotsakul, Xian-Hua Han, Yutaro Iwamoto, Satoko Takemoto, Hideo Yokota, Sari Ipponjima, Tomomi Nemoto, Wei Xiong, Yen-Wei Chen

CoRR, 2018

Multi-pathways CNN for robust vascular segmentation.

Titinunt Kitrungrotsakul, Xian-Hua Han, Xiong Wei, Yen-Wei Chen

Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

Interactive Liver Segmentation in CT Volumes Using Fully Convolutional Networks.

Titinunt Kitrungrotsakul, Yutaro Iwamoto, Xian-Hua Han, Wei Xiong, Lanfen Lin, Hongjie Hu, Huiyan Jiang, Yen-Wei Chen

Proceedings of the Intelligent Interactive Multimedia Systems and Services, 2018

A 2.5D Cascaded Convolutional Neural Network with Temporal Information for Automatic Mitotic Cell Detection in 4D Microscopic Images.

Titinunt Kitrungrotsakul, Xian-Hua Han, Yutaro Iwamoto, Satoko Takemoto, Hideo Yokota, Sari Ipponjima, Tomomi Nemoto, Xiong Wei, Yen-Wei Chen

Proceedings of the 14th International Conference on Natural Computation, 2018

2017

Robust hepatic vessel segmentation using multi deep convolution network.

Titinunt Kitrungrotsakul, Xian-Hua Han, Yutaro Iwamoto, Amir Hossein Foruzan, Lanfen Lin, Yen-Wei Chen

Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017

2015

Liver segmentation using superpixel-based graph cuts and restricted regions of shape constrains.

Titinunt Kitrungrotsakul, Xian-Hua Han, Yen-Wei Chen

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015