Cargando…

Quantitative analysis of functional filtering bleb size using Mask R-CNN

BACKGROUND: Deep learning has had a large effect on medical fields, including ophthalmology. The goal of this study was to quantitatively analyze the functional filtering bleb size with Mask R-CNN. METHODS: This observational study employed eighty-three images of post-trabeculectomy functional filte...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wang, Tao, Zhong, Lei, Yuan, Jing, Wang, Ting, Yin, Shiyi, Sun, Yi, Liu, Xing, Liu, Xun, Ling, Shiqi
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	AME Publishing Company 2020
Materias:	Original Article on Medical Artificial Intelligent Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7327364/ https://www.ncbi.nlm.nih.gov/pubmed/32617329 http://dx.doi.org/10.21037/atm.2020.03.135

Ejemplares similares

Low-cost intelligent surveillance system based on fast CNN
por: Sabri, Zaid Saeb, et al.
Publicado: (2021)

Full depth CNN classifier for handwritten and license plate characters recognition
por: Salemdeeb, Mohammed, et al.
Publicado: (2021)

SeedSortNet: a rapid and highly effificient lightweight CNN based on visual attention for seed sorting
por: Li, Chunlei, et al.
Publicado: (2021)

ResMem-Net: memory based deep CNN for image memorability estimation
por: Praveen, Arockia, et al.
Publicado: (2021)

Heterogeneous feature-aware Transformer-CNN coupling network for person re-identification
por: Li, Yanchao, et al.
Publicado: (2022)

Single Shot Corrective CNN for Anatomically Correct 3D Hand Pose Estimation
por: Isaac, Joseph H. R., et al.
Publicado: (2022)

CNN-Based LCD Transcription of Blood Pressure From a Mobile Phone Camera
por: Kulkarni, Samruddhi S., et al.
Publicado: (2021)

Research on sentiment classification for netizens based on the BERT-BiLSTM-TextCNN model
por: Jiang, Xuchu, et al.
Publicado: (2022)

Dataset construction method of cross-lingual summarization based on filtering and text augmentation
por: Pan, Hangyu, et al.
Publicado: (2023)

Detecting racism and xenophobia using deep learning models on Twitter data: CNN, LSTM and BERT
por: Benítez-Andrades, José Alberto, et al.
Publicado: (2022)

AI-driven deep CNN approach for multi-label pathology classification using chest X-Rays
por: Albahli, Saleh, et al.
Publicado: (2021)

Design of public cultural sign based on Faster-R-CNN and its application in urban visual communication
por: Gong, Xiang, et al.
Publicado: (2023)

Analyzing perceptions of a global event using CNN-LSTM deep learning approach: the case of Hajj 1442 (2021)
por: Shambour, Mohd Khaled
Publicado: (2022)

A real-time approach of diagnosing rice leaf disease using deep learning-based faster R-CNN framework
por: Bari, Bifta Sama, et al.
Publicado: (2021)

Software defect prediction using hybrid model (CBIL) of convolutional neural network (CNN) and bidirectional long short-term memory (Bi-LSTM)
por: Farid, Ahmed Bahaa, et al.
Publicado: (2021)

OES-Fed: a federated learning framework in vehicular network based on noise data filtering
por: Lei, Yuan, et al.
Publicado: (2022)

Research on land cover type classification method based on improved MaskFormer for remote sensing images
por: Chen, Haiwen, et al.
Publicado: (2023)

Understanding Robustness and Generalization of Artificial Neural Networks Through Fourier Masks
por: Karantzas, Nikos, et al.
Publicado: (2022)

Masking important information to assess the robustness of a multimodal classifier for emotion recognition
por: Cohen, Dror, et al.
Publicado: (2023)

Latent based temporal optimization approach for improving the performance of collaborative filtering
por: Al-Hadi, Ismail Ahmed Al-Qasem, et al.
Publicado: (2020)

Enhancing neural collaborative filtering using hybrid feature selection for recommendation
por: Drammeh, Baboucarr, et al.
Publicado: (2023)

A hybrid mask RCNN-based tool to localize dental cavities from real-time mixed photographic images
por: Rashid, Umer, et al.
Publicado: (2022)

Improving patient rehabilitation performance in exercise games using collaborative filtering approach
por: Ismail, Waidah, et al.
Publicado: (2021)

Spatio-temporal causal graph attention network for traffic flow prediction in intelligent transportation systems
por: Zhao, Wei, et al.
Publicado: (2023)

Perception in Black and White: Effects of Intonational Variables and Filtering Conditions on Sociolinguistic Judgments With Implications for ASR
por: Holliday, Nicole R.
Publicado: (2021)

Authority and solidarity on the Estonian COVID-19 signs: In line with the government's guidelines, we ask you to wear a mask
por: Tragel, Ilona, et al.
Publicado: (2023)

Multiscale Mask R-CNN–Based Lung Tumor Detection Using PET Imaging
por: Zhang, Rui, et al.
Publicado: (2019)

Size Matters: Digital Social Networks and Language Change
por: Laitinen, Mikko, et al.
Publicado: (2020)

Machine Learning-Based Modeling of Spatio-Temporally Varying Responses of Rainfed Corn Yield to Climate, Soil, and Management in the U.S. Corn Belt
por: Xu, Tianfang, et al.
Publicado: (2021)

FG-Droid: Grouping based feature size reduction for Android malware detection
por: Arslan, Recep Sinan
Publicado: (2022)

Improving word embeddings in Portuguese: increasing accuracy while reducing the size of the corpus
por: Pinto, José Pedro, et al.
Publicado: (2022)

Deep GRU-CNN Model for COVID-19 Detection From Chest X-Rays Data
Publicado: (2021)

A Quantitative Evaluation of Global, Rule-Based Explanations of Post-Hoc, Model Agnostic Methods
por: Vilone, Giulia, et al.
Publicado: (2021)

The multi-modal fusion in visual question answering: a review of attention mechanisms
por: Lu, Siyu, et al.
Publicado: (2023)

Kernel Conversion for Robust Quantitative Measurements of Archived Chest Computed Tomography Using Deep Learning-Based Image-to-Image Translation
por: Tanabe, Naoya, et al.
Publicado: (2022)

DeepCarc: Deep Learning-Powered Carcinogenicity Prediction Using Model-Level Representation
por: Li, Ting, et al.
Publicado: (2021)

Corrigendum: DeepCarc: Deep learning-powered carcinogenicity prediction using model-level representation
por: Li, Ting, et al.
Publicado: (2022)

A BERT-Span model for Chinese named entity recognition in rehabilitation medicine
por: Zhong, Jinhong, et al.
Publicado: (2023)

Adaptability of AI for safety evaluation in regulatory science: A case study of drug-induced liver injury
por: Connor, Skylar, et al.
Publicado: (2022)

Fundus Tessellated Density Assessed by Deep Learning in Primary School Children
por: Huang, Dan, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_ac1urq5jbmi5b0jrfo76c9kb0d