Adams SJ, Stone E, Baldwin DR, Vliegenthart R, Lee P, Fintelmann FJ (2023) Lung cancer screening. Lancet 4(401):390–408. https://doi.org/10.1016/S0140-6736(22)01694-4
Al-Jabbar M, Alshahrani M, Senan EM, Ahmed IA (2023) Histopathological analysis for detecting lung and colon cancer malignancies using hybrid systems with fused features. Bioengineering 10(3):383. https://doi.org/10.3390/bioengineering10030383
Article PubMed PubMed Central Google Scholar
Barbora A, Karri S, Firer MA, Minnes R (2023) Multifractal analysis of cellular ATR-FTIR spectrum as a method for identifying and quantifying cancer cell metastatic levels. Sci Rep 13(1):18935. https://doi.org/10.1038/s41598-023-46014-1
Article CAS PubMed PubMed Central Google Scholar
Borkowski AA, Wilson CP, Borkowski SA, Thomas LB, Deland LA, Grewe SJ, Mastorides SM (2019a) Comparing artificial intelligence platforms for histopathologic cancer diagnosis. Fed Pract A 36(10):456–463
Borkowski AA, Bui MM, Thomas LB, Wilson CP, DeLand LA, Mastorides SM (2019) Lung and Colon Cancer Histopathological Image Dataset (LC25000). arXiv 1912.12142v1 [eess.IV].
Casey DT, Lahue KG, Mori V, Herrmann J, Hall JK, Suki B, Janssen-Heininger YMW, Bates JHT (2024) Local fractal dimension of collagen detects increased spatial complexity in fibrosis. Histochem Cell Biol 161(1):29–42. https://doi.org/10.1007/s00418-023-02248-8
Article CAS PubMed Google Scholar
Costa EVL, Nogueira RA (2015) Multifractal dimension and lacunarity of yolk sac vasculature after exposure to magnetic field. Microvasc Res 99:1–7. https://doi.org/10.1016/j.mvr.2015.02.002
da Silva LG, da Silva Monteiro WRS, de Aguiar Moreira TM, Rabelo MAE, de Assis EACP, de Souza GT (2021) Fractal dimension analysis as an easy computational approach to improve breast cancer histopathological diagnosis. Appl Microsc 51(1):6. https://doi.org/10.1186/s42649-021-00055-w
Article CAS PubMed PubMed Central Google Scholar
Dabass M, Dabass J, Vashisth S, Vig RA (2023) hybrid U-Net model with attention and advanced convolutional learning modules for simultaneous gland segmentation and cancer grade prediction in colorectal histopathological images. Intell Based Med 7:100094. https://doi.org/10.1016/j.ibmed.2023.100094
Faul F, Erdfelder E, Buchner A, Lang AG (2009) Statistical power analyses using G*Power 3.1: tests for correlation and regression analyses. Behav Res Methods 41(4):1149–1160. https://doi.org/10.3758/BRM.41.4.1149
Gabralla LA, Hussien AM, AlMohimeed A, Saleh H, Alsekait DM, El-Sappagh S, Ali AA, Refaat Hassan M (2023) Automated diagnosis for colon cancer diseases using stacking transformer models and explainable artificial intelligence. Diagnostics 13(18):2939. https://doi.org/10.3390/diagnostics13182939
Article PubMed PubMed Central Google Scholar
Halder A, Dey D (2023) MorphAttnNet: an attention-based morphology framework for lung cancer subtype classification. Biomed Signal Process Control 86:105149. https://doi.org/10.1016/j.bspc.2023.105149
Lee LH, Tambasco M, Otsuka S, Wright A, Klimowicz A, Petrillo S, Morris D, Magliocco A, Bebb DG (2014) Digital differentiation of non-small cell carcinomas of the lung by the fractal dimension of their epithelial architecture. Micron 67:125–131. https://doi.org/10.1016/j.micron.2014.07.005
Leiter A, Veluswamy RR, Wisnivesky JP (2023) The global burden of lung cancer: current status and future trends. Nat Rev Clin Oncol 20(9):624–639. https://doi.org/10.1038/s41571-023-00798-3
Lennon FE, Cianci GC, Cipriani NA, Hensing TA, Zhang HJ, Chen CT, Murgu SD, Vokes EE, Vannier MW, Salgia R (2015) Lung cancer-a fractal viewpoint. Nat Rev Clin Oncol 12(11):664–675. https://doi.org/10.1038/nrclinonc.2015.108
Article PubMed PubMed Central Google Scholar
Mambetsariev I, Mirzapoiazova T, Lennon F, Jolly MK, Li H, Nasser MW, Vora L, Kulkarni P, Batra SK, Salgia R (2019) Small Cell Lung Cancer Therapeutic Responses Through Fractal Measurements: From Radiology to Mitochondrial Biology. J Clin Med 8(7):1038. https://doi.org/10.3390/jcm8071038
Article CAS PubMed PubMed Central Google Scholar
Mancini M, Bargiacchi L, De Vitis C, D’Ascanio M, De Dominicis C, Ibrahim M, Rendina EA, Ricci A, Di Napoli A, Mancini R, Vecchione A (2023) Histologic analysis of idiopathic pulmonary fibrosis by morphometric and fractal analysis. Biomedicines. 11(5):1483. https://doi.org/10.3390/biomedicines11051483
Article PubMed PubMed Central Google Scholar
Melo IO, Angelo Mendes Tenorio FDC, da Silva Gomes JA, da Silva Junior VA, de Albuquerque NR, Tenorio BM (2022) Fractal methods applied to the seminiferous lumen images can quantify testicular changes induced by heat stress. Acta Histochem 124(7):151949. https://doi.org/10.1016/j.acthis.2022.151949
Mincione G, Di Nicola M, Di Marcantonio MC, Muraro R, Piattelli A, Rubini C, Penitente E, Piccirilli M, Aprile G, Perrotti V, Artese L (2015) Nuclear fractal dimension in oral squamous cell carcinoma: a novel method for the evaluation of grading, staging, and survival. J Oral Pathol Med 44(9):680–684. https://doi.org/10.1111/jop.12280
Article CAS PubMed Google Scholar
Namazi H, Kiminezhadmalaie M (2015) Diagnosis of lung cancer by fractal analysis of damaged DNA. Comput Math Methods Med 242:695. https://doi.org/10.1155/2015/242695
Paech DC, Weston AR, Pavlakis N, Gill A, Rajan N, Barraclough H, Fitzgerald B, Van Kooten M (2011) A systematic review of the interobserver variability for histology in the differentiation between squamous and nonsquamous non-small cell lung cancer. J Thorac Oncol 6(1):55–63. https://doi.org/10.1097/JTO.0b013e3181fc0878
Pala MA, Çimen ME, Akgül A et al (2022) Fractal dimension-based viability analysis of cancer cell lines in lens-free holographic microscopy via machine learning. Eur Phys J Spec Top 231:1023–1034. https://doi.org/10.1140/epjs/s11734-021-00342-3
Sánchez-Chávez HD, Flores-Cano L, Santiago-Hernández A, García-Soriano AA (2024) Multifractal approach for a biological porous media: Human dentin case. Microsc Res Tech 87(1):10–20. https://doi.org/10.1002/jemt.24378
Article CAS PubMed Google Scholar
Tenorio BM, da Silva Filho EA, Neiva GSM, da Silva VA, Tenorio FDCAM, da Silva TJ, Silva ECSE, Nogueira RA (2017) Can fractal methods applied to video tracking detect the effects of deltamethrin pesticide or mercury on the locomotion behavior of shrimps? Ecotoxicol Environ Saf 15(142):243–249. https://doi.org/10.1016/j.ecoenv.2017.03.051
Wang H, Xing F, Su H, Stromberg A, Yang L (2014) Novel image markers for non-small cell lung cancer classification and survival prediction. BMC Bioinform 15(1):310. https://doi.org/10.1186/1471-2105-15-310
World Health Organization (WHO). Lung cancer. 2023. https://www.who.int/news-room/fact-sheets/detail
Yatabe Y et al (2019) Best practices recommendations for diagnostic immunohistochemistry in lung cancer. J Thorac Oncol 14(3):377–407. https://doi.org/10.1016/j.jtho.2018.12.005
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