0bf6f30c7b6cce913a6fd5329e0b2454 pmc_34778415.pdf d6e1fde8ab464e5d0066987f9a1b4cb59897404b pmc_34778415.pdf 1ef2d2ed9ba68d0bf77d271f560c3fae3198b9668a81e6f6167479936641bbdc pmc_34778415.pdf Title: Radiomics-Based Classification of Left Ventricular Non-compaction, Hypertrophic Cardiomyopathy, and Dilated Cardiomyopathy in Cardiovascular Magnetic Resonance Subject: Left Ventricular (LV) Non-compaction (LVNC), Hypertrophic Cardiomyopathy (HCM), and Dilated Cardiomyopathy (DCM) share morphological and functional traits that increase the diagnosis complexity. Keywords: radiomics, machine learning, left-ventricle non-compaction, dilated cardiomyopathy, hypertrophic cardiomyopathy Author: Cristian Izquierdo Creator: LaTeX with hyperref package + hypdvips Producer: dvips + MiKTeX GPL Ghostscript 9.0 CreationDate: Tue Oct 26 09:52:12 2021 CEST ModDate: Tue Oct 26 10:04:13 2021 CEST Custom Metadata: no Metadata Stream: yes Tagged: no UserProperties: no Suspects: no Form: none JavaScript: no Pages: 10 Encrypted: no Page size: 595.26 x 779.52 pts Page rot: 0 File size: 1148319 bytes Optimized: no PDF version: 1.6 name type encoding emb sub uni object ID ------------------------------------ ----------------- ---------------- --- --- --- --------- BPMYAH+HelveticaNeueLTStd-Bd Type 1C Custom yes yes no 32 0 XGZHJQ+HelveticaNeueLTStd-Lt Type 1C Custom yes yes no 37 0 FLRMIM+HelveticaNeueLTStd-BdIt Type 1C WinAnsi yes yes no 50 0 MYPGQN+HelveticaNeueLTStd-LtIt Type 1C Custom yes yes no 52 0 SEYTQJ+HelveticaNeueLTStd-MdIt Type 1C WinAnsi yes yes no 57 0 QJIHYF+MTSY Type 1C Custom yes yes no 95 0 WSSHPQ+MinionPro-Regular Type 1C Custom yes yes no 65 0 IEORFH+RMTMI Type 1C Custom yes yes no 87 0 FWTQJE+MinionPro-Bold Type 1C Custom yes yes no 91 0 BSWSNN+MinionPro-It Type 1C WinAnsi yes yes no 137 0 Jhove (Rel. 1.28.0, 2023-05-18) Date: 2024-10-02 03:38:16 CEST RepresentationInformation: pmc_34778415.pdf ReportingModule: PDF-hul, Rel. 1.12.4 (2023-03-16) LastModified: 2023-03-31 12:06:15 CEST Size: 1148319 Format: PDF Version: 1.6 Status: Well-Formed and valid SignatureMatches: PDF-hul MIMEtype: application/pdf PDFMetadata: Objects: 270 FreeObjects: 15 IncrementalUpdates: 0 DocumentCatalog: ViewerPreferences: HideToolbar: false HideMenubar: false HideWindowUI: false FitWindow: true CenterWindow: false DisplayDocTitle: false NonFullScreenPageMode: UseNone Direction: L2R ViewArea: CropBox ViewClip: CropBox PrintArea: CropBox PageClip: CropBox PageLayout: SinglePage PageMode: UseOutlines Language: en Outlines: Item: Title: Radiomics-Based Classification of Left Ventricular Non-compaction, Hypertrophic Cardiomyopathy, and Dilated Cardiomyopathy in Cardiovascular Magnetic Resonance Destination: ariclecounter.1 Children: Item: Title: 1. Introduction Destination: section.0.1 Item: Title: 2. Data and Methodology Destination: section.0.2 Children: Item: Title: 2.1. Dataset Destination: subsection.0.2.1 Item: Title: 2.2. CMR Clinical Indices Destination: subsection.0.2.2 Item: Title: 2.3. Radiomics Extraction Destination: subsection.0.2.3 Item: Title: 2.4. Machine Learning Scheme Destination: subsection.0.2.4 Item: Title: 3. Results Destination: section.0.3 Children: Item: Title: 3.1. Classification Performance Destination: subsection.0.3.1 Item: Title: 3.2. Radiomics Signatures Destination: subsection.0.3.2 Item: Title: 4. Discussion Destination: section.0.4 Children: Item: Title: 4.1. Summary of Findings Destination: subsection.0.4.1 Item: Title: 4.2. Limitations and Future Work Destination: subsection.0.4.2 Item: Title: 5. Conclusions Destination: section.0.5 Item: Title: Data Availability Statement Destination: section*.15 Item: Title: Ethics Statement Destination: section*.16 Item: Title: Author Contributions Destination: section*.17 Item: Title: Funding Destination: section*.18 Item: Title: Supplementary Material Destination: section*.19 Item: Title: References Destination: section*.20 Info: Title: Radiomics-Based Classification of Left Ventricular Non-compaction, Hypertrophic Cardiomyopathy, and Dilated Cardiomyopathy in Cardiovascular Magnetic Resonance Author: Cristian Izquierdo Subject: Left Ventricular (LV) Non-compaction (LVNC), Hypertrophic Cardiomyopathy (HCM), and Dilated Cardiomyopathy (DCM) share morphological and functional traits that increase the diagnosis complexity. Keywords: radiomics, machine learning, left-ventricle non-compaction, dilated cardiomyopathy, hypertrophic cardiomyopathy Creator: LaTeX with hyperref package + hypdvips Producer: dvips + MiKTeX GPL Ghostscript 9.0 CreationDate: Tue Oct 26 10:22:12 CEST 2021 ModDate: Tue Oct 26 10:34:13 CEST 2021 ID: 0x8fd7dd0682ee2adcd1f59c2dc8660be7, 0xd0ec8c55e71d18469e4ff78b8e1cc907 Filters: FilterPipeline: FlateDecode FilterPipeline: DCTDecode Images: Image: NisoImageMetadata: FormatName: image/png ImageWidth: 279 ImageHeight: 279 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Filter: FlateDecode Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 1772 ImageHeight: 1158 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Interpolate: true Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 2008 ImageHeight: 693 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Interpolate: true Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 992 ImageHeight: 641 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Interpolate: true Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 992 ImageHeight: 898 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Interpolate: true Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 2008 ImageHeight: 676 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Interpolate: true Fonts: Type1: Font: BaseFont: BPMYAH+HelveticaNeueLTStd-Bd FontSubset: true FirstChar: 0 LastChar: 124 FontDescriptor: FontName: BPMYAH+HelveticaNeueLTStd-Bd Flags: Serif, Symbolic FontBBox: -9, -214, 925, 786 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: WSSHPQ+MinionPro-Regular FontSubset: true FirstChar: 2 LastChar: 246 FontDescriptor: FontName: WSSHPQ+MinionPro-Regular Flags: Symbolic FontBBox: -26, -257, 956, 713 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: FLRMIM+HelveticaNeueLTStd-BdIt FontSubset: true FirstChar: 42 LastChar: 121 FontDescriptor: FontName: FLRMIM+HelveticaNeueLTStd-BdIt Flags: Nonsymbolic FontBBox: -63, -182, 856, 731 FontFile3: true Encoding: WinAnsiEncoding Font: BaseFont: MYPGQN+HelveticaNeueLTStd-LtIt FontSubset: true FirstChar: 0 LastChar: 237 FontDescriptor: FontName: MYPGQN+HelveticaNeueLTStd-LtIt Flags: Symbolic FontBBox: -137, -206, 978, 729 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: XGZHJQ+HelveticaNeueLTStd-Lt FontSubset: true FirstChar: 0 LastChar: 151 FontDescriptor: FontName: XGZHJQ+HelveticaNeueLTStd-Lt Flags: Serif, Symbolic FontBBox: -30, -214, 904, 786 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: IEORFH+RMTMI FontSubset: true FirstChar: 60 LastChar: 62 FontDescriptor: FontName: IEORFH+RMTMI Flags: Symbolic, AllCap FontBBox: 0, -207, 683, 672 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: SEYTQJ+HelveticaNeueLTStd-MdIt FontSubset: true FirstChar: 42 LastChar: 237 FontDescriptor: FontName: SEYTQJ+HelveticaNeueLTStd-MdIt Flags: Symbolic FontBBox: -70, -205, 891, 731 FontFile3: true Encoding: WinAnsiEncoding Font: BaseFont: BSWSNN+MinionPro-It FontSubset: true FirstChar: 40 LastChar: 237 FontDescriptor: FontName: BSWSNN+MinionPro-It Flags: Symbolic FontBBox: -142, -257, 903, 712 FontFile3: true Encoding: WinAnsiEncoding Font: BaseFont: FWTQJE+MinionPro-Bold FontSubset: true FirstChar: 3 LastChar: 122 FontDescriptor: FontName: FWTQJE+MinionPro-Bold Flags: Symbolic FontBBox: -7, -245, 860, 708 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: QJIHYF+MTSY FontSubset: true FirstChar: 2 LastChar: 68 FontDescriptor: FontName: QJIHYF+MTSY Flags: Symbolic FontBBox: 0, 0, 724, 668 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true XMP: 2021-10-26T13:22:12+05:30 LaTeX with hyperref package + hypdvips 2021-10-26T13:34:13+05:30 2021-10-26T13:34:13+05:30 application/pdf Left Ventricular (LV) Non-compaction (LVNC), Hypertrophic Cardiomyopathy (HCM), and Dilated Cardiomyopathy (DCM) share morphological and functional traits that increase the diagnosis complexity. 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