Deep learning model integrating cfDNA methylation and fragment size profiles for lung cancer diagnosis

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Location: Deutsche Nationalbibliothek Frankfurt am Main

Extent: 1 Online-Ressource.

Language: Englisch

Bibliographic citation: Deep learning model integrating cfDNA methylation and fragment size profiles for lung cancer diagnosis ; volume:14 ; number:1 ; day:26 ; month:6 ; year:2024 ; pages:1-12 ; date:12.2024
Scientific reports ; 14, Heft 1 (26.6.2024), 1-12, 12.2024

Creator: Kim, Minjung
Park, Juntae
Seonghee Oh
Jeong, Byeong-Ho
Byun, Yuree
Shin, Sun Hye
Im, Yunjoo
Cho, Jong Ho
Cho, Eun-Hae

Contributor: SpringerLink (Online service)

DOI: 10.1038/s41598-024-63411-2

URN: urn:nbn:de:101:1-2409162113099.242889003092

Rights: Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.

Last update: 15.08.2025, 7:25 AM CEST

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Kim, Minjung
Park, Juntae
Seonghee Oh
Jeong, Byeong-Ho
Byun, Yuree
Shin, Sun Hye
Im, Yunjoo
Cho, Jong Ho
Cho, Eun-Hae
SpringerLink (Online service)

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Deep learning model integrating cfDNA methylation and fragment size profiles for lung cancer diagnosis

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Other Objects (12)

Cancer signature ensemble integrating cfDNA methylation, copy number, and fragmentation facilitates multi-cancer early detection

Diagnosis of pediatric central nervous system tumors using methylation profiling of cfDNA from cerebrospinal fluid

Hypertensive disorders of pregnancy share common cfDNA methylation profiles

Enhancing the differential diagnosis of small pulmonary nodules: a comprehensive model integrating plasma methylation, protein biomarkers, and LDCT imaging features

Integrating circulating-free DNA (cfDNA) analysis into clinical practice: opportunities and challenges

Fig. 3. Size of elvers from Calambrone (near Livorno). Cf. Grassi.

Integrating DNA methylation and microRNA biomarkers in sputum for lung cancer detection

Fig. 2. Size of elvers from mouth of the Arno. Cf. Grassi.

A cfDNA methylation-based tissue-of-origin classifier for cancers of unknown primary

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Diagnosis of pediatric central nervous system tumors using methylation profiling of cfDNA from cerebrospinal fluid

Hypertensive disorders of pregnancy share common cfDNA methylation profiles

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Integrating circulating-free DNA (cfDNA) analysis into clinical practice: opportunities and challenges

Fig. 3. Size of elvers from Calambrone (near Livorno). Cf. Grassi.

Integrating DNA methylation and microRNA biomarkers in sputum for lung cancer detection

Fig. 2. Size of elvers from mouth of the Arno. Cf. Grassi.

A cfDNA methylation-based tissue-of-origin classifier for cancers of unknown primary

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Size matters: integrating tumour volume and immune activation signatures predicts immunotherapy response

Differential methylation of circulating free DNA assessed through cfMeDiP as a new tool for breast cancer diagnosis and detection of BRCA1/2 mutation

Cancer signature ensemble integrating cfDNA methylation, copy number, and fragmentation facilitates multi-cancer early detection

Diagnosis of pediatric central nervous system tumors using methylation profiling of cfDNA from cerebrospinal fluid

Hypertensive disorders of pregnancy share common cfDNA methylation profiles

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Fig. 3. Size of elvers from Calambrone (near Livorno). Cf. Grassi.

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Fig. 2. Size of elvers from mouth of the Arno. Cf. Grassi.

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Size matters: integrating tumour volume and immune activation signatures predicts immunotherapy response

Differential methylation of circulating free DNA assessed through cfMeDiP as a new tool for breast cancer diagnosis and detection of BRCA1/2 mutation

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