Metin Gurcan to Humans
This is a "connection" page, showing publications Metin Gurcan has written about Humans.
Connection Strength
1.696
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Tavolara TE, Niazi MKK, Feldman AL, Jaye DL, Flowers C, Cooper LAD, Gurcan MN. Translating prognostic quantification of c-MYC and BCL2 from tissue microarrays to whole slide images in diffuse large B-cell lymphoma using deep learning. Diagn Pathol. 2024 Jan 19; 19(1):17.
Score: 0.054
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Rezapour M, Niazi MKK, Gurcan MN. Machine learning-based analytics of the impact of the Covid-19 pandemic on alcohol consumption habit changes among United States healthcare workers. Sci Rep. 2023 Apr 12; 13(1):6003.
Score: 0.051
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Su Z, Niazi MKK, Tavolara TE, Niu S, Tozbikian GH, Wesolowski R, Gurcan MN. BCR-Net: A deep learning framework to predict breast cancer recurrence from histopathology images. PLoS One. 2023; 18(4):e0283562.
Score: 0.051
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Niazi MKK, Yazgan E, Tavolara TE, Li W, Lee CT, Parwani A, Gurcan MN. Semantic segmentation to identify bladder layers from H&E Images. Diagn Pathol. 2020 Jul 16; 15(1):87.
Score: 0.042
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Camalan S, Niazi MKK, Moberly AC, Teknos T, Essig G, Elmaraghy C, Taj-Schaal N, Gurcan MN. OtoMatch: Content-based eardrum image retrieval using deep learning. PLoS One. 2020; 15(5):e0232776.
Score: 0.042
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Fauzi MFA, Chen W, Knight D, Hampel H, Frankel WL, Gurcan MN. Tumor Budding Detection System in Whole Slide Pathology Images. J Med Syst. 2019 Dec 18; 44(2):38.
Score: 0.041
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Binol H, Plotner A, Sopkovich J, Kaffenberger B, Niazi MKK, Gurcan MN. Ros-NET: A deep convolutional neural network for automatic identification of rosacea lesions. Skin Res Technol. 2020 May; 26(3):413-421.
Score: 0.041
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Tavolara TE, Niazi MKK, Arole V, Chen W, Frankel W, Gurcan MN. A modular cGAN classification framework: Application to colorectal tumor detection. Sci Rep. 2019 12 12; 9(1):18969.
Score: 0.041
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Niazi MKK, Parwani AV, Gurcan MN. Digital pathology and artificial intelligence. Lancet Oncol. 2019 05; 20(5):e253-e261.
Score: 0.039
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Niazi MKK, Senaras C, Pennell M, Arole V, Tozbikian G, Gurcan MN. Relationship between the Ki67 index and its area based approximation in breast cancer. BMC Cancer. 2018 Sep 03; 18(1):867.
Score: 0.037
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Niazi MKK, Abas FS, Senaras C, Pennell M, Sahiner B, Chen W, Opfer J, Hasserjian R, Louissaint A, Shana'ah A, Lozanski G, Gurcan MN. Nuclear IHC enumeration: A digital phantom to evaluate the performance of automated algorithms in digital pathology. PLoS One. 2018; 13(5):e0196547.
Score: 0.036
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Senaras C, Niazi MKK, Sahiner B, Pennell MP, Tozbikian G, Lozanski G, Gurcan MN. Optimized generation of high-resolution phantom images using cGAN: Application to quantification of Ki67 breast cancer images. PLoS One. 2018; 13(5):e0196846.
Score: 0.036
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Niazi MKK, Tavolara TE, Arole V, Hartman DJ, Pantanowitz L, Gurcan MN. Identifying tumor in pancreatic neuroendocrine neoplasms from Ki67 images using transfer learning. PLoS One. 2018; 13(4):e0195621.
Score: 0.036
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Martel AL, Hosseinzadeh D, Senaras C, Zhou Y, Yazdanpanah A, Shojaii R, Patterson ES, Madabhushi A, Gurcan MN. An Image Analysis Resource for Cancer Research: PIIP-Pathology Image Informatics Platform for Visualization, Analysis, and Management. Cancer Res. 2017 11 01; 77(21):e83-e86.
Score: 0.035
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Goceri E, Goksel B, Elder JB, Puduvalli VK, Otero JJ, Gurcan MN. Quantitative validation of anti-PTBP1 antibody for diagnostic neuropathology use: Image analysis approach. Int J Numer Method Biomed Eng. 2017 11; 33(11).
Score: 0.033
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Abas FS, Shana'ah A, Christian B, Hasserjian R, Louissaint A, Pennell M, Sahiner B, Chen W, Niazi MKK, Lozanski G, Gurcan M. Computer-assisted quantification of CD3+ T cells in follicular lymphoma. Cytometry A. 2017 06; 91(6):609-621.
Score: 0.033
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Gurcan MN, Tomaszewski J, Overton JA, Doyle S, Ruttenberg A, Smith B. Developing the Quantitative Histopathology Image Ontology (QHIO): A case study using the hot spot detection problem. J Biomed Inform. 2017 02; 66:129-135.
Score: 0.033
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Goceri E, Shah ZK, Gurcan MN. Vessel segmentation from abdominal magnetic resonance images: adaptive and reconstructive approach. Int J Numer Method Biomed Eng. 2017 04; 33(4).
Score: 0.032
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Gurcan MN. Histopathological Image Analysis: Path to Acceptance through Evaluation. Microsc Microanal. 2016 07; 22(Suppl 3):1004-1005.
Score: 0.032
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Niazi MKK, Zynger DL, Clinton SK, Chen J, Koyuturk M, LaFramboise T, Gurcan M. Visually Meaningful Histopathological Features for Automatic Grading of Prostate Cancer. IEEE J Biomed Health Inform. 2017 07; 21(4):1027-1038.
Score: 0.032
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Goceri E, Shah ZK, Layman R, Jiang X, Gurcan MN. Quantification of liver fat: A comprehensive review. Comput Biol Med. 2016 Apr 01; 71:174-89.
Score: 0.031
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Fauzi MF, Pennell M, Sahiner B, Chen W, Shana'ah A, Hemminger J, Gru A, Kurt H, Losos M, Joehlin-Price A, Kavran C, Smith SM, Nowacki N, Mansor S, Lozanski G, Gurcan MN. Classification of follicular lymphoma: the effect of computer aid on pathologists grading. BMC Med Inform Decis Mak. 2015 Dec 30; 15:115.
Score: 0.031
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Fauzi MFA, Gokozan HN, Elder B, Puduvalli VK, Pierson CR, Otero JJ, Gurcan MN. A multi-resolution textural approach to diagnostic neuropathology reporting. J Neurooncol. 2015 Sep; 124(3):393-402.
Score: 0.030
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Ahmad Fauzi MF, Khansa I, Catignani K, Gordillo G, Sen CK, Gurcan MN. Computerized segmentation and measurement of chronic wound images. Comput Biol Med. 2015 May; 60:74-85.
Score: 0.029
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Khan Niazi MK, Yearsley MM, Zhou X, Frankel WL, Gurcan MN. Perceptual clustering for automatic hotspot detection from Ki-67-stained neuroendocrine tumour images. J Microsc. 2014 Dec; 256(3):213-25.
Score: 0.028
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Kornaropoulos EN, Niazi MK, Lozanski G, Gurcan MN. Histopathological image analysis for centroblasts classification through dimensionality reduction approaches. Cytometry A. 2014 Mar; 85(3):242-55.
Score: 0.027
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Mumcuoglu EU, Long FR, Castile RG, Gurcan MN. Image analysis for cystic fibrosis: computer-assisted airway wall and vessel measurements from low-dose, limited scan lung CT images. J Digit Imaging. 2013 Feb; 26(1):82-96.
Score: 0.025
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Oger M, Belhomme P, Gurcan MN. A general framework for the segmentation of follicular lymphoma virtual slides. Comput Med Imaging Graph. 2012 Sep; 36(6):442-51.
Score: 0.024
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Payne PR, Jackson RD, Best TM, Borlawsky TB, Lai AM, James S, Gurcan MN. Applying knowledge-anchored hypothesis discovery methods to advance clinical and translational research: the OAMiner project. J Am Med Inform Assoc. 2012 Nov-Dec; 19(6):1110-4.
Score: 0.024
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Akakin HC, Gurcan MN. Content-based microscopic image retrieval system for multi-image queries. IEEE Trans Inf Technol Biomed. 2012 Jul; 16(4):758-69.
Score: 0.024
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Ababneh SY, Prescott JW, Gurcan MN. Automatic graph-cut based segmentation of bones from knee magnetic resonance images for osteoarthritis research. Med Image Anal. 2011 Aug; 15(4):438-48.
Score: 0.022
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Sertel O, Dogdas B, Chiu CS, Gurcan MN. Microscopic image analysis for quantitative characterization of muscle fiber type composition. Comput Med Imaging Graph. 2011 Oct-Dec; 35(7-8):616-28.
Score: 0.022
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Dundar MM, Badve S, Bilgin G, Raykar V, Jain R, Sertel O, Gurcan MN. Computerized classification of intraductal breast lesions using histopathological images. IEEE Trans Biomed Eng. 2011 Jul; 58(7):1977-84.
Score: 0.022
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Belkacem-Boussaid K, Pennell M, Lozanski G, Shana'ah A, Gurcan M. Computer-aided classification of centroblast cells in follicular lymphoma. Anal Quant Cytol Histol. 2010 Oct; 32(5):254-60.
Score: 0.022
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Samsi S, Lozanski G, Shana'ah A, Krishanmurthy AK, Gurcan MN. Detection of follicles from IHC-stained slides of follicular lymphoma using iterative watershed. IEEE Trans Biomed Eng. 2010 Oct; 57(10):2609-12.
Score: 0.021
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Sertel O, Lozanski G, Shana'ah A, Gurcan MN. Computer-aided detection of centroblasts for follicular lymphoma grading using adaptive likelihood-based cell segmentation. IEEE Trans Biomed Eng. 2010 Oct; 57(10):2613-6.
Score: 0.021
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Prescott JW, Best TM, Swanson MS, Haq F, Jackson RD, Gurcan MN. Anatomically anchored template-based level set segmentation: application to quadriceps muscles in MR images from the Osteoarthritis Initiative. J Digit Imaging. 2011 Feb; 24(1):28-43.
Score: 0.020
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Gurcan MN, Boucheron LE, Can A, Madabhushi A, Rajpoot NM, Yener B. Histopathological image analysis: a review. IEEE Rev Biomed Eng. 2009; 2:147-71.
Score: 0.020
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Cooper L, Sertel O, Kong J, Lozanski G, Huang K, Gurcan M. Feature-based registration of histopathology images with different stains: an application for computerized follicular lymphoma prognosis. Comput Methods Programs Biomed. 2009 Dec; 96(3):182-92.
Score: 0.020
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Prescott JW, Zhang D, Wang JZ, Mayr NA, Yuh WT, Saltz J, Gurcan M. Temporal analysis of tumor heterogeneity and volume for cervical cancer treatment outcome prediction: preliminary evaluation. J Digit Imaging. 2010 Jun; 23(3):342-57.
Score: 0.019
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Ruiz A, Sertel O, Ujaldón M, Catalyurek U, Saltz J, Gurcan MN. Stroma classification for neuroblastoma on graphics processors. Int J Data Min Bioinform. 2009; 3(3):280-98.
Score: 0.019
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Mumcuoglu EU, Prescott J, Baker BN, Clifford B, Long F, Castile R, Gurcan MN. Image analysis for cystic fibrosis: automatic lung airway wall and vessel measurement on CT images. Annu Int Conf IEEE Eng Med Biol Soc. 2009; 2009:3545-8.
Score: 0.019
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Sertel O, Catalyurek UV, Shimada H, Gurcan MN. Computer-aided prognosis of neuroblastoma: detection of mitosis and karyorrhexis cells in digitized histological images. Annu Int Conf IEEE Eng Med Biol Soc. 2009; 2009:1433-6.
Score: 0.019
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Prescott JW, Priddy M, Best TM, Pennell M, Swanson MS, Haq F, Jackson RD, Gurcan MN. An automated method to detect interstitial adipose tissue in thigh muscles for patients with osteoarthritis. Annu Int Conf IEEE Eng Med Biol Soc. 2009; 2009:6360-3.
Score: 0.019
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Prescott JW, Pennell M, Best TM, Swanson MS, Haq F, Jackson R, Gurcan MN. An automated method to segment the femur for osteoarthritis research. Annu Int Conf IEEE Eng Med Biol Soc. 2009; 2009:6364-7.
Score: 0.019
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Samsi SS, Krishnamurthy AK, Groseclose M, Caprioli RM, Lozanski G, Gurcan MN. Imaging mass spectrometry analysis for follicular lymphoma grading. Annu Int Conf IEEE Eng Med Biol Soc. 2009; 2009:6969-72.
Score: 0.019
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Oger M, Belhomme P, Gurcan MN. Classification of low resolution virtual slides from breast tumor sections: comparison between global and local analysis. Annu Int Conf IEEE Eng Med Biol Soc. 2009; 2009:6671-4.
Score: 0.019
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Belkacem-Boussaid K, Sertel O, Lozanski G, Shana'aah A, Gurcan M. Extraction of color features in the spectral domain to recognize centroblasts in histopathology. Annu Int Conf IEEE Eng Med Biol Soc. 2009; 2009:3685-8.
Score: 0.019
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Erdal S, Catalyurek UV, Payne PR, Saltz J, Kamal J, Gurcan MN. A knowledge-anchored integrative image search and retrieval system. J Digit Imaging. 2009 Apr; 22(2):166-82.
Score: 0.018
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Gurcan MN, Kong J, Sertel O, Cambazoglu BB, Saltz J, Catalyurek U. Computerized pathological image analysis for neuroblastoma prognosis. AMIA Annu Symp Proc. 2007 Oct 11; 304-8.
Score: 0.018
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Gurcan MN, Pan T, Sharma A, Kurc T, Oster S, Langella S, Hastings S, Siddiqui KM, Siegel EL, Saltz J. GridIMAGE: a novel use of grid computing to support interactive human and computer-assisted detection decision support. J Digit Imaging. 2007 Jun; 20(2):160-71.
Score: 0.017
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Gurcan MN, Pan T, Shimada H, Saltz J. Image analysis for neuroblastoma classification: segmentation of cell nuclei. Conf Proc IEEE Eng Med Biol Soc. 2006; 2006:4844-7.
Score: 0.015
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Su Z, Rezapour M, Sajjad U, Gurcan MN, Niazi MKK. Attention2Minority: A salient instance inference-based multiple instance learning for classifying small lesions in whole slide images. Comput Biol Med. 2023 Dec; 167:107607.
Score: 0.013
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Ngombu S, Binol H, Gurcan MN, Moberly AC. Advances in Artificial Intelligence to Diagnose Otitis Media: State of the Art Review. Otolaryngol Head Neck Surg. 2023 Apr; 168(4):635-642.
Score: 0.013
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Moaven O, Tavolara TE, Valenzuela CD, Cheung TT, Corvera CU, Cha CH, Stauffer JA, Niazi MKK, Gurcan MN, Shen P. Machine Learning Models for Predicting the Outcomes of Surgical Treatment of Colorectal Liver Metastases. J Am Coll Surg. 2023 Apr 01; 236(4):884-893.
Score: 0.013
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Gurcan MN, Sahiner B, Petrick N, Chan HP, Kazerooni EA, Cascade PN, Hadjiiski L. Lung nodule detection on thoracic computed tomography images: preliminary evaluation of a computer-aided diagnosis system. Med Phys. 2002 Nov; 29(11):2552-8.
Score: 0.012
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Kapoor S, Offnick A, Allen B, Brown PA, Sachs JR, Gurcan MN, Pinton G, D'Agostino R, Bushnell C, Wolfe S, Duncan P, Asimos A, Sarwal A. Brain topography on adult ultrasound images: Techniques, interpretation, and image library. J Neuroimaging. 2022 Nov; 32(6):1013-1026.
Score: 0.012
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Su Z, Tavolara TE, Carreno-Galeano G, Lee SJ, Gurcan MN, Niazi MKK. Attention2majority: Weak multiple instance learning for regenerative kidney grading on whole slide images. Med Image Anal. 2022 Jul; 79:102462.
Score: 0.012
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Gurcan MN, Chan HP, Sahiner B, Hadjiiski L, Petrick N, Helvie MA. Optimal neural network architecture selection: improvement in computerized detection of microcalcifications. Acad Radiol. 2002 Apr; 9(4):420-9.
Score: 0.012
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Binol H, Niazi MKK, Essig G, Shah J, Mattingly JK, Harris MS, Elmaraghy C, Teknos T, Taj-Schaal N, Yu L, Gurcan MN, Moberly AC. Digital Otoscopy Videos Versus Composite Images: A Reader Study to Compare the Accuracy of ENT Physicians. Laryngoscope. 2021 05; 131(5):E1668-E1676.
Score: 0.011
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Li X, Zhang S, Zhang Q, Wei X, Pan Y, Zhao J, Xin X, Qin C, Wang X, Li J, Yang F, Zhao Y, Yang M, Wang Q, Zheng Z, Zheng X, Yang X, Whitlow CT, Gurcan MN, Zhang L, Wang X, Pasche BC, Gao M, Zhang W, Chen K. Diagnosis of thyroid cancer using deep convolutional neural network models applied to sonographic images: a retrospective, multicohort, diagnostic study. Lancet Oncol. 2019 02; 20(2):193-201.
Score: 0.010
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Niazi MKK, Lin Y, Liu F, Ashok A, Marcellin MW, Tozbikian G, Gurcan MN, Bilgin A. Pathological image compression for big data image analysis: Application to hotspot detection in breast cancer. Artif Intell Med. 2019 04; 95:82-87.
Score: 0.009
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Jordan J, Goldstein JS, Jaye DL, Gurcan M, Flowers CR, Cooper LAD. Informatics Approaches to Address New Challenges in the Classification of Lymphoid Malignancies. JCO Clin Cancer Inform. 2018; 2.
Score: 0.009
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Canella A, Welker AM, Yoo JY, Xu J, Abas FS, Kesanakurti D, Nagarajan P, Beattie CE, Sulman EP, Liu J, Gumin J, Lang FF, Gurcan MN, Kaur B, Sampath D, Puduvalli VK. Efficacy of Onalespib, a Long-Acting Second-Generation HSP90 Inhibitor, as a Single Agent and in Combination with Temozolomide against Malignant Gliomas. Clin Cancer Res. 2017 Oct 15; 23(20):6215-6226.
Score: 0.009
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Bengtsson E, Danielsen H, Treanor D, Gurcan MN, MacAulay C, Molnár B. Computer-aided diagnostics in digital pathology. Cytometry A. 2017 06; 91(6):551-554.
Score: 0.009
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Moberly AC, Zhang M, Yu L, Gurcan M, Senaras C, Teknos TN, Elmaraghy CA, Taj-Schaal N, Essig GF. Digital otoscopy versus microscopy: How correct and confident are ear experts in their diagnoses? J Telemed Telecare. 2018 Aug; 24(7):453-459.
Score: 0.008
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Niazi MKK, Chung JH, Heaton-Johnson KJ, Martinez D, Castellanos R, Irwin MS, Master SR, Pawel BR, Gurcan MN, Weiser DA. Advancing Clinicopathologic Diagnosis of High-risk Neuroblastoma Using Computerized Image Analysis and Proteomic Profiling. Pediatr Dev Pathol. 2017 Sep-Oct; 20(5):394-402.
Score: 0.008
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Kaya B, Goceri E, Becker A, Elder B, Puduvalli V, Winter J, Gurcan M, Otero JJ. Automated fluorescent miscroscopic image analysis of PTBP1 expression in glioma. PLoS One. 2017; 12(3):e0170991.
Score: 0.008
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Belhomme P, Toralba S, Plancoulaine B, Oger M, Gurcan MN, Bor-Angelier C. Heterogeneity assessment of histological tissue sections in whole slide images. Comput Med Imaging Graph. 2015 Jun; 42:51-5.
Score: 0.007
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Das H, Wang Z, Niazi MK, Aggarwal R, Lu J, Kanji S, Das M, Joseph M, Gurcan M, Cristini V. Impact of diffusion barriers to small cytotoxic molecules on the efficacy of immunotherapy in breast cancer. PLoS One. 2013; 8(4):e61398.
Score: 0.006
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Mahoney E, Lucas DM, Gupta SV, Wagner AJ, Herman SE, Smith LL, Yeh YY, Andritsos L, Jones JA, Flynn JM, Blum KA, Zhang X, Lehman A, Kong H, Gurcan M, Grever MR, Johnson AJ, Byrd JC. ER stress and autophagy: new discoveries in the mechanism of action and drug resistance of the cyclin-dependent kinase inhibitor flavopiridol. Blood. 2012 Aug 09; 120(6):1262-73.
Score: 0.006
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Kong H, Gurcan M, Belkacem-Boussaid K. Partitioning histopathological images: an integrated framework for supervised color-texture segmentation and cell splitting. IEEE Trans Med Imaging. 2011 Sep; 30(9):1661-77.
Score: 0.006
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Erter J, Alinari L, Darabi K, Gurcan M, Garzon R, Marcucci G, Bechtel MA, Wong H, Porcu P. New targets of therapy in T-cell lymphomas. Curr Drug Targets. 2010 Apr; 11(4):482-93.
Score: 0.005
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Trimboli AJ, Cantemir-Stone CZ, Li F, Wallace JA, Merchant A, Creasap N, Thompson JC, Caserta E, Wang H, Chong JL, Naidu S, Wei G, Sharma SM, Stephens JA, Fernandez SA, Gurcan MN, Weinstein MB, Barsky SH, Yee L, Rosol TJ, Stromberg PC, Robinson ML, Pepin F, Hallett M, Park M, Ostrowski MC, Leone G. Pten in stromal fibroblasts suppresses mammary epithelial tumours. Nature. 2009 Oct 22; 461(7267):1084-91.
Score: 0.005
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Kong J, Sertel O, Boyer KL, Saltz JH, Gurcan MN, Shimada H. Computer-assisted grading of neuroblastic differentiation. Arch Pathol Lab Med. 2008 Jun; 132(6):903-4; author reply 904.
Score: 0.005
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Sharma A, Pan T, Cambazoglu BB, Gurcan M, Kurc T, Saltz J. VirtualPACS--a federating gateway to access remote image data resources over the grid. J Digit Imaging. 2009 Mar; 22(1):1-10.
Score: 0.004