Deep learning and handcrafted method fusion: higher diagnostic accuracy for melanoma dermoscopy images JR Hagerty, RJ Stanley, HA Almubarak, N Lama, R Kasmi, P Guo, ... IEEE journal of biomedical and health informatics 23 (4), 1385-1391, 2019 | 171 | 2019 |
ChimeraNet: U-Net for hair detection in dermoscopic skin lesion images N Lama, R Kasmi, JR Hagerty, RJ Stanley, R Young, J Miinch, J Nepal, ... Journal of Digital Imaging 36 (2), 526-535, 2023 | 16 | 2023 |
Thermography based diagnosis of ruptured anterior cruciate ligament (ACL) in canines N Lama, SE Umbaugh, D Mishra, R Dahal, DJ Marino, J Sackman Applications of Digital Image Processing XXXIX 9971, 772-779, 2016 | 15 | 2016 |
Image processing and pattern recognition with CVIPtools MATLAB toolbox: automatic creation of masks for veterinary thermographic images DK Mishra, SE Umbaugh, N Lama, R Dahal, DJ Marino, J Sackman Applications of Digital Image Processing XXXIX 9971, 983-993, 2016 | 13 | 2016 |
Improving automatic melanoma diagnosis using deep learning-based segmentation of irregular networks AK Nambisan, A Maurya, N Lama, T Phan, G Patel, K Miller, B Lama, ... Cancers 15 (4), 1259, 2023 | 10 | 2023 |
A deep learning approach to detect blood vessels in basal cell carcinoma A Maurya, RJ Stanley, N Lama, S Jagannathan, D Saeed, S Swinfard, ... Skin research and technology 28 (4), 571-576, 2022 | 8 | 2022 |
Skin Lesion Segmentation in Dermoscopic Images with Noisy Data N Lama, J Hagerty, A Nambisan, RJ Stanley, W Van Stoecker Journal of Digital Imaging 36 (4), 1712-1722, 2023 | 7 | 2023 |
Thermography based prescreening software tool for veterinary clinics R Dahal, SE Umbaugh, D Mishra, N Lama, M Alvandipour, D Umbaugh, ... Thermosense: Thermal Infrared Applications XXXIX 10214, 335-342, 2017 | 7 | 2017 |
SharpRazor: Automatic removal of hair and ruler marks from dermoscopy images R Kasmi, J Hagerty, R Young, N Lama, J Nepal, J Miinch, W Stoecker, ... Skin Research and Technology 29 (4), e13203, 2023 | 5 | 2023 |
Thermographic image analysis for classification of ACL rupture disease, bone cancer, and feline hyperthyroid, with Gabor filters M Alvandipour, SE Umbaugh, DK Mishra, R Dahal, N Lama, DJ Marino, ... Thermosense: Thermal Infrared Applications XXXIX 10214, 77-88, 2017 | 5 | 2017 |
Deep learning-based dot and globule segmentation with pixel and blob-based metrics for evaluation AK Nambisan, N Lama, T Phan, S Swinfard, B Lama, C Smith, A Rajeh, ... Intelligent Systems with Applications 16, 200126, 2022 | 4 | 2022 |
Veterinary software application for comparison of thermograms for pathology evaluation G Pant, SE Umbaugh, R Dahal, N Lama, DJ Marino, J Sackman Applications of Digital Image Processing XL 10396, 468-478, 2017 | 4 | 2017 |
Optimized Veterinary Thermographic Image Classification using Support Vector Machines and Noise Mitigation N Lama Southern Illinois University at Edwardsville, 2017 | 3 | 2017 |
LAMA: Lesion-Aware Mixup Augmentation for Skin Lesion Segmentation N Lama, RJ Stanley, B Lama, A Maurya, A Nambisan, J Hagerty, T Phan, ... Journal of Imaging Informatics in Medicine, 1-12, 2024 | | 2024 |
Basal Cell Carcinoma Diagnosis with Fusion of Deep Learning and Telangiectasia Features A Maurya, RJ Stanley, HY Aradhyula, N Lama, AK Nambisan, G Patel, ... Journal of Imaging Informatics in Medicine, 1-14, 2024 | | 2024 |
Fusion of deep learning and handcrafted techniques in dermoscopy image analysis NK Mishra, R Kasmi, WV Stoecker, JR Hagerty, P Jella, N Lama US Patent 11,875,479, 2024 | | 2024 |
Hybrid Topological Data Analysis and Deep Learning for Basal Cell Carcinoma Diagnosis A Maurya, RJ Stanley, N Lama, AK Nambisan, G Patel, D Saeed, ... Journal of Imaging Informatics in Medicine, 1-15, 2024 | | 2024 |
Increasing Melanoma Diagnostic Confidence: Forcing the Convolutional Network to Learn from the Lesion N Lama, RJ Stanley, A Nambisan, A Maurya, J Hagerty, WV Stoecker arXiv preprint arXiv:2305.09542, 2023 | | 2023 |
Deep Learning-based Dot and Globule Segmentation with Pixel and Blob-based Metrics for Evaluation--Data AK Nambisan, N Lama, J Hagerty, C Smith, A Rajeh, T Phan, S Swinfard, ... Missouri University of Science and Technology, 2022 | | 2022 |