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Computer Methods and Programs in Biomedicine, Volume 177
Volume 177, August 2019
- Xuan Anh Nguyen
, Damir Ljuhar
, Maurizio Pacilli
, Ramesh Mark Nataraja
, Sunita Chauhan
:
Surgical skill levels: Classification and analysis using deep neural network model and motion signals. 1-8 - Sabrina Mezzatesta, Claudia Torino
, Pasquale De Meo
, Giacomo Fiumara
, Antonio Vilasi:
A machine learning-based approach for predicting the outbreak of cardiovascular diseases in patients on dialysis. 9-15
- Mohammed Hassan Attia
, Mohammed Hossny, Hailing Zhou, Saeid Nahavandi, Hamed Asadi, Anousha Yazdabadi:
Digital hair segmentation using hybrid convolutional and recurrent neural networks architecture. 17-30 - Mariusz Krej
, Paulina Baran
, Lukasz Dziuda
:
Detection of respiratory rate using a classifier of waves in the signal from a FBG-based vital signs sensor. 31-38
- Kuan Wang
, Lejun Wang, Zhen Deng, Chenghua Jiang, Wenxin Niu
, Ming Zhang
:
Influence of passive elements on prediction of intradiscal pressure and muscle activation in lumbar musculoskeletal models. 39-46
- Marko Rak, Johannes Steffen, Anneke Meyer, Christian Hansen
, Klaus-Dietz Tönnies:
Combining convolutional neural networks and star convex cuts for fast whole spine vertebra segmentation in MRI. 47-56
- Tasawar Hayat, Sohail A. Khan, Muhammad Ijaz Khan, Ahmed Alsaedi:
Theoretical investigation of Ree-Eyring nanofluid flow with entropy optimization and Arrhenius activation energy between two rotating disks. 57-68
- Javaria Amin, Muhammad Sharif
, Mudassar Raza
, Tanzila Saba, Muhammad Almas Anjum
:
Brain tumor detection using statistical and machine learning method. 69-79
- Nguyen-Quoc-Khanh Le
, Tuan-Tu Huynh
, Edward Kien Yee Yapp, Hui-Yuan Yeh
:
Identification of clathrin proteins by incorporating hyperparameter optimization in deep learning and PSSM profiles. 81-88 - Mohamed Hosni
, Ibtissam Abnane, Ali Idri, Juan Manuel Carrillo de Gea
, José Luis Fernández Alemán:
Reviewing ensemble classification methods in breast cancer. 89-112
- Lucas Lo Vercio
, Mariana del Fresno, Ignacio Larrabide
:
Lumen-intima and media-adventitia segmentation in IVUS images using supervised classifications of arterial layers and morphological structures. 113-121 - Francisco Javier Pérez-Benito
, François Signol
, Juan-Carlos Perez-Cortes, Marina Pollán, Beatriz Pérez-Gómez
, Dolores Salas-Trejo, María Casals, Inmaculada Martínez, Rafael Llobet:
Global parenchymal texture features based on histograms of oriented gradients improve cancer development risk estimation from healthy breasts. 123-132
- Magdalena Ogluszka, Magdalena Orzechowska
, Dorota Jedroszka
, Piotr Witas, Andrzej K. Bednarek
:
Evaluate Cutpoints: Adaptable continuous data distribution system for determining survival in Kaplan-Meier estimator. 133-139
- Jinmiao Huang, Cesar Osorio, Luke Wicent Sy
:
An empirical evaluation of deep learning for ICD-9 code assignment using MIMIC-III clinical notes. 141-153
- Pei-Chen Lin, Hsu-Cheng Huang
, Matthieu Komorowski
, Wei-Kai Lin, Chun-Min Chang, Kuan-Ta Chen
, Yu-Chuan Li, Ming-Chin Lin:
A machine learning approach for predicting urine output after fluid administration. 155-159
- Darius Dirvanauskas
, Rytis Maskeliunas
, Vidas Raudonis, Robertas Damasevicius:
Embryo development stage prediction algorithm for automated time lapse incubators. 161-174
- Chia-Hung Chen, Yan-Wei Lee
, Yao-Sian Huang, Wei-Ren Lan, Ruey-Feng Chang, Chih-Yen Tu, Chih-Yu Chen, Wei-Chih Liao:
Computer-aided diagnosis of endobronchial ultrasound images using convolutional neural network. 175-182
- Dongdong Kong, Junjiang Zhu, Shangshi Wu, Chaoqun Duan
, Lixin Lu, Dongxing Chen:
A novel IRBF-RVM model for diagnosis of atrial fibrillation. 183-192
- Naresh Sundar Rajan, Ramkiran Gouripeddi
, Peter Mo, Randy Madsen, Julio C. Facelli
:
Towards a content agnostic computable knowledge repository for data quality assessment. 193-201
- Hamidreza Mortazavy beni
, Kamran Hassani
, Siamak Khorramymehr:
In silico investigation of sneezing in a full real human upper airway using computational fluid dynamics method. 203-209
- Juan J. Diaz-Montana
, Norberto Díaz-Díaz
, Carlos D. Barranco
, Ignacio Ponzoni
:
Development and use of a Cytoscape app for GRNCOP2. 211-218
- Nahúm Cueto-López, María Teresa García-Ordás
, Verónica Dávila-Batista
, Víctor Moreno
, Nuria Aragonés
, Rocío Alaíz-Rodríguez:
A comparative study on feature selection for a risk prediction model for colorectal cancer. 219-229
- Elias Ebrahimzadeh
, Mohammad Shams
, Farahnaz Fayaz, Lila Rajabion, Mahya Mirbagheri, Babak Nadjar Araabi
, Hamid Soltanian-Zadeh
:
Quantitative determination of concordance in localizing epileptic focus by component-based EEG-fMRI. 231-241
- Álvaro Martínez, Alba García-Santos, Nerea Ballesteros, Manuel Desco
, Mónica Abella
:
XAP-Lab: A software tool for designing flexible X-ray acquisition protocols. 243-252
- Haritha Sallepalli Venkata, Abeer Alsadoon
, P. W. C. Prasad
, Omar Hisham Alsadoon
, Sami Haddad, Anand Deva
, Jeremy Hsu:
A novel mixed reality in breast and constructive jaw surgical tele-presence. 253-268
- P. Sfumato, Thomas Filleron
, R. Giorgi, Richard J. Cook
, Jean-Marie Boher:
Goftte: A R package for assessing goodness-of-fit in proportional (sub) distributions hazards regression models. 269-275
- Ghasem Sadeghi Bajestani
, Mahboobe Behrooz, Adel Ghazikhani, Mostafa Nouri Baygi
, Ali Mollaei:
Diagnosis of autism spectrum disorder based on complex network features. 277-283 - Johnatan Carvalho Souza, João Otávio Bandeira Diniz
, Jonnison Lima Ferreira, Giovanni Lucca França da Silva
, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva
:
An automatic method for lung segmentation and reconstruction in chest X-ray using deep neural networks. 285-296
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