Machine learning pipeline to analyze clinical and proteomics data: experiences on a prostate cancer case

Machine learning pipeline to analyze clinical and proteomics data: experiences on a prostate cancer case

Abstract Proteomic-based analysis is used to identify biomarkers in blood samples and tissues. Data produced by devices such as mass spectrometry requires platforms to identify and quantify proteins (or peptides). Clinical information can be related to mass spectrometry data to identify diseases at...

书目详细资料
Main Authors:	Patrizia Vizza, Federica Aracri, Pietro Hiram Guzzi, Marco Gaspari, Pierangelo Veltri, Giuseppe Tradigo
格式:	文件
语言:	English
出版:	BMC 2024-04-01
丛编:	BMC Medical Informatics and Decision Making
主题:	Machine learning Prostate cancer Biological pipeline Data enhancing
在线阅读:	https://doi.org/10.1186/s12911-024-02491-6

相似书籍

REHABS: An Innovative and User-Friendly Device for Rehabilitation
由: Patrizia Vizza, et al.
出版: (2023-12-01)

Calculation of Intracoronary Pressure-Based Indexes with JLabChart
由: Giuseppe Tradigo, et al.
出版: (2022-03-01)

The Omicron XBB.1 Variant and Its Descendants: Genomic Mutations, Rapid Dissemination and Notable Characteristics
由: Raffaele Giancotti, et al.
出版: (2024-02-01)

A convolutional autoencoder framework for ECG signal analysis
由: Ugo Lomoio, et al.
出版: (2025-01-01)

Pipeline safety and security /
由: Miller, Jonathan Tristram, 1964-, et al.
出版: (c201)

Pipeline protection /
由: International Conference on Pipeline Protection (11th : 1995 : Florence, Italy), et al.
出版: (1995)

The Novel Histological Prostatic Inflammation Score Helps Defining the Association Between Stromal and Glandular Inflammation with the Risk of Prostate Cancer at Prostate Biopsy
由: Ugo Giovanni Falagario, et al.
出版: (2025-01-01)

Pipelines : design, applications, and safety /
由: Rivero, Miguel G., et al.
出版: (c201)

Microbial fouling of pipelines /
由: 206085 Pugh, W. H. A.

Macaw's pipeline defects /
由: Argent, Colin
出版: ([199)

Fundamentals of Pipeline Engineering /
由: Vincent-Genod, Jacques, author 410191
出版: (1984)

Handbook of pipeline engineering computations/
由: 212110 Marks, Alex
出版: (1979)

Pipeline integrity assurance : a practical approach /
由: 283404 Mohitpour, Mo, et al.
出版: (2010)

Extreme growth behaviour of corrosion pit in hydrocarbon pipeline (case study of 242.1mm pipeline) /
由: 195156 Ann, See Peng, et al.
出版: (2008)

Pipeline maintenance : preventing pipeline damage
由: 599270 National Center for Construction Education and Research
出版: (2002)

Non-destructive Testing and Repair of Pipelines /
由: Barkanov, Evgeny N., editor 655999, et al.
出版: (2018)

Three Dimensional visualization of water pipelines /
由: Abdul Lateef Balogun, 1982-, et al.
出版: (2009)

Pipelines
由: 8096 British Standards Institution

Pipelines
由: 8096 British Standards Institution
出版: (1993)

Reliability-based assessment on corrosion for oil and gas offshore pipelines /
由: Nordin Yahaya, et al.
出版: (2000)

Extreme growth behaviour of corrosion pit in hydrocarbon pipeline (case study of 242.1mm pipeline) [electronic resource] /
由: 195156 Ann, See Peng, et al.
出版: (2008)

Leveraging graph neural networks for supporting automatic triage of patients
由: Annamaria Defilippo, et al.
出版: (2024-05-01)

Arctic pipeline planning : design, construction, and equipment /
由: Singh, Ramesh
出版: (2013)

Degradation Assessment and Failure Prevention of Pipeline Systems /
由: Bolzon, Gabriella, editor 636448, et al.
出版: (2021)

Simplified tables of external loads on buried pipelines/
由: 7181 Building Research Station (Garston, England), et al.
出版: (1962)

Pipeline and energy plant piping: design and technology/
由: Welding Institute of Canada
出版: (1980)

Stress corrosion cracking of pipelines /
由: Cheng, Y. Frank, 1969-
出版: (2013)

Liquid pipeline field operations : monitoring pipeline operations /
由: 599270 National Center for Construction Education and Research
出版: (2002)

Contrast-Enhanced Transrectal Ultrasound for Differential Diagnosis of Focal Pathology of Prostate: Single-Center Retrospective Comparative Study
由: M. Z. Khasanov, et al.
出版: (2023-02-01)

Pipeline engineering /
由: 282844 Liu, Henry
出版: (2003)

Pipeline engineering /
由: 431490 Alkazraji, Duraid
出版: (2008)

Extreme growth behaviour of corrosion pit in hydrocarbon pipeline (case study of 914.4mm pipeline) /
由: Chuah, Chong Keat, 1984-, et al.
出版: (2008)

Three Dimensional visualization of water pipelines [electronic resources] /
由: Abdul Lateef Balogun, 1982-, et al.
出版: (2009)

Pipeline risk management manual : ideas, techniques, and resources /
由: 349401 Muhlbauer, W. Kent
出版: (2004)

Design of cathodic protection for submarine pipeline /
由: 220355 Wan Norshuhada Wan Khairuddin, et al.
出版: (2007)

Offshore pipelines : design, installation, and maintenance /
由: Guo, Boyun 309589, et al.
出版: (2014)

Solving data availability problems in pipeline information and control systems /
由: 192800 Nagala, Daniel W.

Determining the effect of corrosion defect to the through-life reliability of pipelines : a probabilistic approach /
由: 484372 Nordin Yahaya, et al.
出版: (2001)

An identification scheme for pipelines
由: 8096 British Standards Institution
出版: (1987)

Control of pipeline corrosion/
由: 195451 Peabody, A. W.
出版: (1967)