Multi-Stage Temporal Convolutional Network with Moment Loss and Positional Encoding for Surgical Phase Recognition

Isolated Convolutional-Neural-Network-Based Deep-Feature Extraction for Brain Tumor Classification Using Shallow Classifier

(2022) Yassir Edrees Almalki et al.   Diagnostics

COVID-19 Infection Segmentation and Severity Assessment Using a Self-Supervised Learning Approach

(2022) Yao Song et al.   Diagnostics

Breast Cancer Detection in Mammography Images Using Deep Convolutional Neural Networks and Fuzzy Ensemble Modeling Techniques

(2022) Ayman Altameem et al.   Diagnostics

Deep Learning Models for Classification of Dental Diseases Using Orthopantomography X-ray OPG Images

(2022) Yassir Edrees Almalki et al.   SENSORS

BUViTNet: Breast Ultrasound Detection via Vision Transformers

(2022) Gelan Ayana et al.   Diagnostics

Automatic Detection and Classification of Cardiovascular Disorders Using Phonocardiogram and Convolutional Vision Transformers

(2022) Qaisar Abbas et al.   Diagnostics

An Uncertainty-Aware Transfer Learning-Based Framework for COVID-19 Diagnosis

(2021) Afshar Shamsi et al.   IEEE Transactions on Neural Networks and Learning Systems

Role of Hybrid Deep Neural Networks (HDNNs), Computed Tomography, and Chest X-rays for the Detection of COVID-19

(2021) Muhammad Irfan et al.   International Journal of Environmental Research and Public Health

Application of Artificial Intelligence in the MRI Classification Task of Human Brain Neurological and Psychiatric Diseases: A Scoping Review

(2021) Zhao Zhang et al.   Diagnostics

Brain Hemorrhage Classification in CT Scan Images Using Minimalist Machine Learning

(2021) José-Luis Solorio-Ramírez et al.   Diagnostics

TransMed: Transformers Advance Multi-Modal Medical Image Classification

(2021) Yin Dai et al.   Diagnostics

Development of a Deep Learning Algorithm for Periapical Disease Detection in Dental Radiographs

(2020) Michael G. Endres et al.   Diagnostics

An Adoptive Threshold-Based Multi-Level Deep Convolutional Neural Network for Glaucoma Eye Disease Detection and Classification

(2020) Muhammad Aamir et al.   Diagnostics

OctNET: A Lightweight CNN for Retinal Disease Classification from Optical Coherence Tomography Images

(2020) Sunija A P et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Multi-task recurrent convolutional network with correlation loss for surgical video analysis

(2019) Yueming Jin et al.   MEDICAL IMAGE ANALYSIS

SV-RCNet: Workflow Recognition From Surgical Videos Using Recurrent Convolutional Network

(2018) Yueming Jin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Instrument detection and pose estimation with rigid part mixtures model in video-assisted surgeries

(2018) Daniel Wesierski et al.   MEDICAL IMAGE ANALYSIS

A Dataset and Benchmarks for Segmentation and Recognition of Gestures in Robotic Surgery

(2017) Narges Ahmidi et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Detection and Localization of Robotic Tools in Robot-Assisted Surgery Videos Using Deep Neural Networks for Region Proposal and Detection

(2017) Duygu Sarikaya et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos

(2017) Andru P. Twinanda et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Vision-based and marker-less surgical tool detection and tracking: a review of the literature

(2017) David Bouget et al.   MEDICAL IMAGE ANALYSIS

Surgical data science for next-generation interventions

(2017) Lena Maier-Hein et al.   Nature Biomedical Engineering

Detecting Surgical Tools by Modelling Local Appearance and Global Shape

(2015) David Bouget et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Real-Time Task Recognition in Cataract Surgery Videos Using Adaptive Spatiotemporal Polynomials

(2015) Gwenole Quellec et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automatic phase prediction from low-level surgical activities

(2015) Germain Forestier et al.   International Journal of Computer Assisted Radiology and Surgery

Real-time recognition of surgical tasks in eye surgery videos

(2014) Gwénolé Quellec et al.   MEDICAL IMAGE ANALYSIS

Surgical gesture classification from video and kinematic data

(2013) Luca Zappella et al.   MEDICAL IMAGE ANALYSIS