Laparoscopic Video Analysis Using Temporal, Attention, and Multi-Feature Fusion Based-Approaches

Laparoscopic Video Analysis Using Temporal, Attention, and Multi-Feature Fusion Based-Approaches

Adapting intelligent context-aware systems (CAS) to future operating rooms (OR) aims to improve situational awareness and provide surgical decision support systems to medical teams. CAS analyzes data streams from available devices during surgery and communicates real-time knowledge to clinicians. In...

Full description

Bibliographic Details
Main Authors:	Nour Aldeen Jalal, Tamer Abdulbaki Alshirbaji, Paul David Docherty, Herag Arabian, Bernhard Laufer, Sabine Krueger-Ziolek, Thomas Neumuth, Knut Moeller
Format:	Article
Language:	English
Published:	MDPI AG 2023-02-01
Series:	Sensors
Subjects:	context-aware system laparoscopic video analysis surgical phase recognition surgical tool classification surgical tool localization
Online Access:	https://www.mdpi.com/1424-8220/23/4/1958

Similar Items

P-CSEM: An Attention Module for Improved Laparoscopic Surgical Tool Detection
by: Herag Arabian, et al.
Published: (2023-08-01)

Changes of Physiological parameters of the patient during laparoscopic gynaecology
by: Jalal Nour Aldeen, et al.
Published: (2021-10-01)

Assessing Generalisation Capabilities of CNN Models for Surgical Tool Classification
by: Alshirbaji Tamer Abdulbaki, et al.
Published: (2021-10-01)

Analysing attention convolutional neural network for surgical tool localisation: a feasibility study
by: Jalal Nour Aldeen, et al.
Published: (2022-09-01)

Robustness of Convolutional Neural Networks for Surgical Tool Classification in Laparoscopic Videos from Multiple Sources and of Multiple Types: A Systematic Evaluation
by: Tamer Abdulbaki Alshirbaji, et al.
Published: (2022-09-01)

Neural Network Classification of Surgical Tools in Gynecological Videos
by: Abdulbaki Alshirbaji Tamer, et al.
Published: (2022-09-01)

Surgical Tool Classification in Laparoscopic Videos Using Convolutional Neural Network
by: Abdulbaki Alshirbaji Tamer, et al.
Published: (2018-09-01)

A comparative evaluation of spatial pooling methods for surgical tool detection
by: Abdulbaki Alshirbaji Tamer, et al.
Published: (2023-09-01)

A convolutional neural network with a two-stage LSTM model for tool presence detection in laparoscopic videos
by: Tamer Abdulbaki Alshirbaji, et al.
Published: (2020-09-01)

Computer-assisted generation of anaesthesia report during laparoscopic procedures
by: Aldeen Jalal Nour, et al.
Published: (2023-09-01)

Predicting Surgical Phases using CNN-NARX Neural Network
by: Jalal Nour Aldeen, et al.
Published: (2019-09-01)

Attention Networks for Improving Surgical Tool Classification in Laparoscopic Videos
by: Arabian Herag, et al.
Published: (2022-09-01)

The evaluation of synthetic datasets on training AlexNet for surgical tool detection
by: Ding N., et al.
Published: (2020-09-01)

Analysing multi-perspective patient-related data during laparoscopic gynaecology procedures
by: Nour Aldeen Jalal, et al.
Published: (2023-01-01)

Features for detecting smoke in laparoscopic videos
by: Jalal Nour Aldeen, et al.
Published: (2017-09-01)

Real-time active constraint generation and enforcement for surgical tools using 3D detection and localisation network
by: Spyridon Souipas, et al.
Published: (2024-03-01)

Retroperitoneal hand-assisted laparoscopic nephrectomy and partial nephrectomy
by: Nosratollah Nezakatzgoo, et al.
Published: (2013-11-01)

Optimal timing of surgical antimicrobial prophylaxis in laparoscopic surgery: a before-after study
by: Akane Takamatsu, et al.
Published: (2018-10-01)

Advanced surgical tool: Progress in clinical application of intelligent surgical robot
by: Chao Li, et al.
Published: (2022-12-01)

Laparoscopic totally extraperitoneal (TEP) hernioplasty using two trocars: anatomical landmarks and surgical technique
by: Leandro Ryuchi IUAMOTO, et al.
Published: (2015-06-01)

Context-aware medical technologies - relief or burden for clinical users?
by: Neumuth Thomas, et al.
Published: (2018-09-01)

There is a need for a paradigm shift in laparoscopic surgical training: results of a nationwide survey among teaching hospitals in Switzerland
by: Karolina Wczysla, et al.
Published: (2024-02-01)

Preputial circumcision performed with a new mechanical stapling tool. The “langhe disposable circumcision suture device”. Preliminary experiences
by: Diego Pozza, et al.
Published: (2020-01-01)

Development of a Novel Latching-Type Electromagnetic Actuator for Applications in Minimally Invasive Surgery
by: HaoChen Wang, et al.
Published: (2020-05-01)

Current status and future perspective of laparoscopic surgery in hepatobiliary disease
by: Sae Byeol Choi, et al.
Published: (2016-06-01)

Context-awareness for control consoles in integrated operating rooms
by: Franke Stefan, et al.
Published: (2018-09-01)

Confronting new challenges: Faculty perceptions of gaps in current laparoscopic curricula in a changing training landscape
by: Leslie Bernal Charondo, et al.
Published: (2023-12-01)

Study of industrial robots as assistants in laparoscopic surgeries
by: Bernardo Efraín Garcés, et al.
Published: (2013-09-01)

ANTIBIOTIC PROPHYLAXIS IN LAPAROSCOPIC CHOLECISTECTOMY: IS IT WORTH DOING?
by: Márcio Alexandre Terra PASSOS, et al.
Published: (2016-09-01)

Advantages of using a polymeric clip versus an endoloop during laparoscopic appendectomy in uncomplicated appendicitis: a randomized controlled study
by: Kil-yong Lee, et al.
Published: (2023-06-01)

Using adaptive learning rate to generate adversarial images
by: Ding Ning, et al.
Published: (2023-09-01)

Robustness evaluation on different training state of a CNN model
by: Ding Ning, et al.
Published: (2022-09-01)

Application of posture-aware surgical tool assisted screw placement in orthopedic surgery of adolescent idiopathic scoliosis
by: Xiaonan Wu, et al.
Published: (2023-01-01)

Laparoscopic management of impalpable undescended testes: 20 years′ experience
by: Vinay G Mehendale, et al.
Published: (2013-01-01)

Unsupervised Laparoscopic Appendicectomy by Surgical Trainees is Safe and Time-effective
by: Kenneth Wong, et al.
Published: (2007-07-01)

Factors associated with surgical-site infection after total laparoscopic hysterectomy
by: Kosuke Shigematsu, et al.
Published: (2022-12-01)

Does uterine manipulator type affect surgical outcomes of laparoscopic hysterectomy?
by: Ali Yavuzcan, et al.
Published: (2021-01-01)

The surgical pathologist and laparoscopic gynecologic surgeries
by: Jashnani Kusum, et al.
Published: (2010-10-01)

Colecistectomía y esplenectomía laparoscópica simultánea en un paciente con anemia hemolítica por esferocitosis
by: Edgar Nuñez Huerta, et al.
Published: (2001-07-01)

A rare case of pyoderma gangrenosum occurring at the site of laparoscopic port following laparoscopic radical nephrectomy
by: Takuto Ogasawara, et al.
Published: (2022-09-01)