Publications
The most up-to-date list is on Google Scholar and ORCID. Author lists shortened with "…" follow Google Scholar.
Selected publications
- Noninvasive diagnosis of melanoma using machine learning and reflectance confocal microscopy
Journal of Investigative Dermatology 146(1), 274–276.e1, 2026 - Automated triage of cancer-suspicious skin lesions with 3D total-body photography
npj Digital Medicine 8(1), 708, 2025 - Artificial intelligence in the non-invasive detection of melanoma
Life 14(12), 1602, 2024 - The SLICE-3D dataset: 400,000 skin lesion image crops extracted from 3D TBP for skin cancer detection
Scientific Data 11(1), 884, 2024 - Analyzing the spatial randomness in the distribution of acquired melanocytic neoplasms
Journal of Investigative Dermatology 142(12), 3274–3281, 2022 - In vivo tumor immune microenvironment phenotypes correlate with inflammation and vasculature to predict immunotherapy response
Nature Communications 13(1), 5312, 2022 - Skin strata delineation in reflectance confocal microscopy images using recurrent convolutional networks with attention
Scientific Reports 11(1), 12576, 2021 - Segmentation of cellular patterns in confocal images of melanocytic lesions in vivo via a multiscale encoder-decoder network (MED-Net)
Medical Image Analysis 67, 101841, 2021 - Correlation of handheld reflectance confocal microscopy with radial video mosaicing for margin mapping of lentigo maligna and lentigo maligna melanoma
JAMA Dermatology 153(12), 1278–1284, 2017
All publications
2026
- Response to Maheshwari et al., "Letter to the editor: Comparing dermatologists' and artificial intelligence heat maps in dermoscopic image analysis via eye tracking"
Journal of the American Academy of Dermatology, 2026 - Assessing the performance of a skin cancer triage algorithm with 3D total body photography
Journal of Investigative Dermatology 146(8), S14, 2026 - Comparing dermatologist and artificial intelligence heat maps in dermoscopic image analysis via eye tracking
Journal of Investigative Dermatology 146(8), S12, 2026 - CD-RCM: Generalizable continuous-depth novel view synthesis for reflectance confocal microscopy
arXiv:2606.12635, 2026 - Artificial intelligence–assisted reflectance confocal microscopy for real-time intraoperative margin assessment in oral squamous cell carcinoma
Oral Oncology 177, 107939, 2026 - In vivo imaging of oral cancer at a tertiary cancer hospital in India
Microscopy Histopathology and Analytics, MM1B.2, 2026 - Incubating artificial intelligence initiatives and careers in dermatology
Journal of Investigative Dermatology, 2026 - Detection of oral lesions in vivo with reflectance confocal microscopy in an outpatient clinic setting in India
Imaging, Therapeutics, and Advanced Technology in Head and Neck Surgery and Otolaryngology (SPIE), 2026 - Comparing dermatologist and artificial intelligence heat maps in dermoscopic image analysis via eye tracking
Journal of the American Academy of Dermatology, 2026 - Noninvasive diagnosis of melanoma using machine learning and reflectance confocal microscopy
Journal of Investigative Dermatology 146(1), 274–276.e1, 2026
2025
- Automated triage of cancer-suspicious skin lesions with 3D total-body photography
npj Digital Medicine 8(1), 708, 2025 - On the role of calibration in benchmarking algorithmic fairness for skin cancer detection
arXiv:2511.07700, 2025 - Optical superhigh magnification dermatoscopy versus reflectance confocal microscopy: A practical approach to in vivo vascular biology imaging
JAAD Case Reports 65, 145–146, 2025 - Grounding multimodal large language models with quantitative skin attributes: A retrieval study
arXiv:2508.20188, 2025 - Photographic quantification of actinic keratoses using human and artificial intelligence-based assessment: A pilot study
Journal of Investigative Dermatology, 2025 - Predicting malignancy in longitudinally monitored skin lesions with AI
Journal of Investigative Dermatology 145(8), S22, 2025 - AI-driven reflectance confocal microscopy for noninvasive diagnosis and accurate surgical margin assessment intra-operatively in oral cavity squamous cell carcinoma
Journal of Clinical Oncology 43(16_suppl), 6082, 2025 - Combining wide-field imaging and reflectance confocal microscopy in a single handheld device
Photonics in Dermatology and Plastic Surgery 2025, Proc. SPIE 13292, 8–14, 2025
2024
- Artificial intelligence in the non-invasive detection of melanoma
Life 14(12), 1602, 2024 - Artificial intelligence algorithms and three-dimensional volumetric rendering for basal cell carcinoma detection and tumour depth assessment in reflectance confocal microscopy …
Clinical and Experimental Dermatology 49(11), 1420–1423, 2024 - Artificial intelligence algorithms for the automated detection and depth measurement of basal cell carcinoma in RCM-OCT images: a pilot, proof-of-concept study
Journal of the American Academy of Dermatology 91(3), AB127, 2024 - The SLICE-3D dataset: 400,000 skin lesion image crops extracted from 3D TBP for skin cancer detection
Scientific Data 11(1), 884, 2024 - A prospective double-blinded comparison of reflectance confocal microscopy with conventional histopathology for in vivo assessment in oral cancer
Clinical Cancer Research 30(11), 2486–2496, 2024 - Towards visually interpreting variational autoencoders
Preprint, 2024 - Deep neural network-based classification of spectrally encoded confocal microscopy images of breast cancer tissue
Microscopy Histopathology and Analytics, MM3A.6, 2024 - 3D reconstruction and artificial intelligence algorithms for the detection and tumor depth measurement of basal cell carcinoma in RCM-OCT images: a pilot study
Photonics in Dermatology and Plastic Surgery 2024, Proc. SPIE 12816, 44–49, 2024 - The promise and drawbacks of federated learning for dermatology AI
JAMA Dermatology 160(3), 269–270, 2024 - Expert agreement on the presence and spatial localization of melanocytic features in dermoscopy
Journal of Investigative Dermatology 144(3), 531–539.e13, 2024
2023
- SmoothHess: ReLU network feature interactions via Stein's lemma
Advances in Neural Information Processing Systems (NeurIPS) 36, 50697–50729, 2023 - Paradoxical effect of epinephrine on lesion redness and vascularity
Archives of Dermatological Research 315(7), 2145–2147, 2023 - Improving artificial intelligence-based diagnosis on pediatric skin lesions
Journal of Investigative Dermatology 143(8), 1423–1429.e1, 2023 - Quantitative collagen analysis using second harmonic generation images for the detection of basal cell carcinoma with ex vivo multiphoton microscopy
Experimental Dermatology 32(4), 392–402, 2023 - Self-supervised denoising of Nyquist-sampled volumetric images via deep learning
Journal of Medical Imaging 10(2), 024005, 2023 - Lentigo maligna melanoma mapping using reflectance confocal microscopy correlates with staged excision: a prospective study
Journal of the American Academy of Dermatology 88(2), 371–379, 2023 - Non-invaziv görüntülerde makine öğrenimi ile deri kanseri analizi
Türkiye Klinikleri Biomedical-Special Topics 4(1), 12–20, 2023
2022
- Analyzing the spatial randomness in the distribution of acquired melanocytic neoplasms
Journal of Investigative Dermatology 142(12), 3274–3281, 2022 - Water-based acrylic marker for reflectance confocal microscopy lesion delineation
Lasers in Surgery and Medicine 54(9), 1186–1188, 2022 - Tertiary lymphoid structures accompanied by fibrillary matrix morphology impact anti-tumor immunity in basal cell carcinomas
Frontiers in Medicine 9, 981074, 2022 - In vivo tumor immune microenvironment phenotypes correlate with inflammation and vasculature to predict immunotherapy response
Nature Communications 13(1), 5312, 2022 - Epidermal reconstruction during ex vivo confocal microscopy for detection of superficial basal cell carcinoma with 3D-mosaicking and intensity projection
Journal of the American Academy of Dermatology 87(3), AB164, 2022 - Combined PARP1-targeted nuclear contrast and reflectance contrast enhance confocal microscopic detection of basal cell carcinoma
Journal of Nuclear Medicine 63(6), 912–918, 2022 - Epidermal reconstruction during ex vivo confocal microscopy for detection of superficial basal cell carcinoma with 3D-mosaicking and intensity projection
Cutaneous Atlas of Ex Vivo Confocal Microscopy (book chapter), 169–175, 2022 - Automated evaluation of lentigo maligna margins using hand-held reflectance confocal microscopy
Microscopy Histopathology and Analytics, MS2A.2, 2022 - Initial testing of machine learning-based imaging of pigmented skin lesions with reflectance confocal microscopy in a clinical setting
Photonics in Dermatology and Plastic Surgery 2022, PC119340G, 2022 - Unsupervised representation learning for detecting out of distribution samples in dermoscopy images of eight types of skin lesions
Photonics in Dermatology and Plastic Surgery 2022, PC119340H, 2022 - Phenotyping human tumor immune microenvironment (TiME) in vivo in patients to predict response to immunotherapy
Label-free Biomedical Imaging and Sensing (LBIS) 2022, PC1197207, 2022 - 3D mosaicking and intensity projection to reconstruct the entire epidermis during ex vivo confocal microscopy for detection of superficial basal cell carcinoma
Lasers in Surgery and Medicine 54, S34, 2022 - Checklist for evaluation of image-based artificial intelligence reports in dermatology: CLEAR Derm consensus guidelines from the International Skin Imaging Collaboration Artificial Intelligence Working Group
JAMA Dermatology 158(1), 90–96, 2022 - Deep learning for basal cell carcinoma detection for reflectance confocal microscopy
Journal of Investigative Dermatology 142(1), 97–103, 2022
2021
- Patterns of use of reflectance confocal microscopy at a tertiary referral dermatology clinic
Journal of the American Academy of Dermatology 87(4), 882, 2021 - Unsupervised approaches for out-of-distribution dermoscopic lesion detection
arXiv:2111.04807, 2021 - Deep learning-based denoising in high-speed portable reflectance confocal microscopy
Lasers in Surgery and Medicine 53(6), 880–891, 2021 - An international 3-center training and reading study to assess basal cell carcinoma surgical margins with ex vivo fluorescence confocal microscopy
Journal of Cutaneous Pathology 48(8), 1010–1019, 2021 - Dynamic imaging of tumor-immune microenvironment (TiME) and microvasculature identifies 'hot' and 'cold' tumor phenotypes in vivo in patients
Cancer Research 81(13_Supplement), 2814, 2021 - Skin strata delineation in reflectance confocal microscopy images using recurrent convolutional networks with attention
Scientific Reports 11(1), 12576, 2021 - Phenotyping the human tumor-immune microenvironment (TiME) in vivo by cellular-level optical imaging reveals unique combination phenotypes with variable inflammation and …
bioRxiv 2021.06.10.447835, 2021 - Cellular-level phenotyping of tumor-immune microenvironment (TiME) in patients in vivo reveals distinct inflammation and endothelial anergy signatures
Preprint, 2021 - Video-based wide area digital dermoscopy
Journal of the American Academy of Dermatology, 2021 - The role of data augmentation on the performance of automated lesion classification in the presence of imaging artifacts: An evaluation of the 2019 ISIC Challenge
Journal of Investigative Dermatology 141(5), S80, 2021 - Phenotyping tumor-immune microenvironment (TiME) in vivo in patients using reflectance confocal microscopy
Bio-Optics: Design and Application, DTh2A.5, 2021 - Combining PARPi-FL fluorescence and reflectance contrast for improved detection of basal cell carcinoma (BCC)
Optical Molecular Probes, Imaging and Drug Delivery, OTh2D.4, 2021 - Exploring the utility of Deep Red Anthraquinone 5 for digital staining of ex vivo confocal micrographs of optically sectioned skin
Journal of Biophotonics 14(4), e202000207, 2021 - Quantitative collagen analysis for the detection of basal cell carcinoma with ex vivo multiphoton microscopy
Photonics in Dermatology and Plastic Surgery 2021, Proc. SPIE 11618, 41–49, 2021 - Deep learning-based denoising in spectrally-encoded confocal microscopy
Endoscopic Microscopy XVI, Proc. SPIE 11620, 1162004, 2021 - Semantic segmentation of reflectance confocal microscopy mosaics of pigmented lesions using weak labels
Scientific Reports 11(1), 3679, 2021 - A patient-centric dataset of images and metadata for identifying melanomas using clinical context
Scientific Data 8(1), 34, 2021 - Segmentation of cellular patterns in confocal images of melanocytic lesions in vivo via a multiscale encoder-decoder network (MED-Net)
Medical Image Analysis 67, 101841, 2021
2020
- Association of multiple aggregated yellow-white globules with nonpigmented basal cell carcinoma
JAMA Dermatology 156(8), 882–890, 2020 - Real-time video mosaicking to guide handheld in vivo microscopy
Journal of Biophotonics 13(6), e202000048, 2020 - Utilizing machine learning for image quality assessment for reflectance confocal microscopy
Journal of Investigative Dermatology 140(6), 1214–1222, 2020 - Use of paper tape to guide reflectance confocal microscopy navigation of large skin lesions
Journal of the American Academy of Dermatology 82(6), e199–e201, 2020 - Complete visualization of epidermal margin during ex vivo confocal microscopy of excised tissue with 3-dimensional mosaicking and intensity projection
Journal of the American Academy of Dermatology 86(1), e13, 2020 - Detection of the DEJ and segmentation of its morphological patterns in RCM images of melanocytic skin lesions
Microscopy Histopathology and Analytics, MW2A.1, 2020 - Dynamic label-free in vivo imaging of tumor-immune microenvironment (TiME) and microvasculature features in skin cancers with reflectance confocal microscopy (RCM)
Microscopy Histopathology and Analytics, MM4A.4, 2020
2019
- Melanoma risk stratification of individuals with a high-risk naevus phenotype – A pilot study
Australasian Journal of Dermatology 60(4), e292–e297, 2019 - Artificial intelligence in skin cancer
Current Dermatology Reports 8(3), 133–140, 2019 - Artifacts and landmarks: pearls and pitfalls for in vivo reflectance confocal microscopy of the skin using the tissue-coupled device
Dermatology Online Journal 25(8), 2019 - System, method and computer readable medium for microscopic imaging
US Patent App. 16/373,354, 2019 - Peri-operative delineation of non-melanoma skin cancer margins in vivo with handheld reflectance confocal microscopy and video-mosaicking
Journal of the European Academy of Dermatology and Venereology 33(6), 1084–1091, 2019 - Machine learning for optical skin microscopy: a tutorial, current advances, and challenges (conference presentation)
Photonics in Dermatology and Plastic Surgery 2019, Proc. SPIE 10851, 1085105, 2019
2018
- A multiresolution convolutional neural network with partial label training for annotating reflectance confocal microscopy images of skin
Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2018 - A multiresolution deep learning framework for automated annotation of reflectance confocal microscopy images
Microscopy Histopathology and Analytics, MTh2A.1, 2018 - Investigating the physiological effects of 10.5 Tesla static field exposure on anesthetized swine
Magnetic Resonance in Medicine 79(1), 511–514, 2018 - Single image structured illumination (SISIM) for in-vivo imaging
Proc. SPIE 10499, 2018
2017
- Delineation of skin strata in reflectance confocal microscopy images using recurrent convolutional networks with Toeplitz attention
arXiv:1712.00192, 2017 - Correlation of handheld reflectance confocal microscopy with radial video mosaicing for margin mapping of lentigo maligna and lentigo maligna melanoma
JAMA Dermatology 153(12), 1278–1284, 2017 - Automated video-mosaicking approach for confocal microscopic imaging in vivo: an approach to address challenges in imaging living tissue and extend field of view
Scientific Reports 7(1), 10759, 2017 - Delineation of skin strata in reflectance confocal microscopy images with recurrent convolutional networks
IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2017 - Computational methods in skin confocal microscopy
Reflectance Confocal Microscopy of Cutaneous Tumors (book chapter), 46–56, 2017 - Handheld reflectance confocal microscopy for the detection of recurrent extramammary Paget disease
JAMA Dermatology 153(7), 689–693, 2017 - Margin delineation of lentigo maligna using reflectance confocal microscopy videomosaicking and adhesive paper rings
Journal of the American Academy of Dermatology 76(6), AB166, 2017 - Unsupervised delineation of stratum corneum using reflectance confocal microscopy and spectral clustering
Skin Research and Technology 23(2), 176–185, 2017 - In vivo features of melanocytic lesions: multimode hyperspectral dermoscopy, reflectance confocal microscopy, and histopathologic correlates (conference presentation)
Imaging, Manipulation, and Analysis of Biomolecules, Cells, and Tissues XV (SPIE), 2017 - Video-mosaicking of in vivo reflectance confocal microscopy images for noninvasive examination of skin lesion (conference presentation)
Photonics in Dermatology and Plastic Surgery, Proc. SPIE 10037, 2017 - Peri-operative imaging of cancer margins with reflectance confocal microscopy during Mohs micrographic surgery: feasibility of a video-mosaicing algorithm
Proc. SPIE 10037, 100370B, 2017 - Deep learning based classification of morphological patterns in RCM to guide noninvasive diagnosis of melanocytic lesions (conference presentation)
Photonics in Dermatology and Plastic Surgery, Proc. SPIE 10037, 100370C, 2017
2016
- A marked Poisson process driven latent shape model for 3D segmentation of reflectance confocal microscopy image stacks of human skin
IEEE Transactions on Image Processing 26(1), 172–184, 2016 - The role of color and morphologic characteristics in dermoscopic diagnosis
JAMA Dermatology 152(6), 676–682, 2016 - Abstracts from the 2016 Joint Meeting of the International Confocal Group (ICG), the International Dermoscopy Society (IDS), and the International Society for Digital Imaging of the Skin (ISDIS)
Dermatology Practical & Conceptual 6(2), 57–60, 2016 - An unsupervised machine learning method for delineating stratum corneum in reflectance confocal microscopy stacks of human skin in vivo
Photonic Therapeutics and Diagnostics XII, Proc. SPIE 9689, 98–105, 2016 - A machine learning method for identifying morphological patterns in reflectance confocal microscopy mosaics of melanocytic skin lesions in-vivo
Photonic Therapeutics and Diagnostics XII, Proc. SPIE 9689, 11–18, 2016
2015
- Growth-curve modeling of nevi with a peripheral globular pattern
JAMA Dermatology 151(12), 1338–1345, 2015 - Denoising images corrupted by impulsive noise using projections onto the epigraph set of the total variation function (PES-TV)
Signal, Image and Video Processing 9(Suppl 1), 41–48, 2015 - Phase and TV based convex sets for blind deconvolution of microscopic images
IEEE Journal of Selected Topics in Signal Processing 10(1), 81–91, 2015 - Intraoperative imaging during Mohs surgery with reflectance confocal microscopy: initial clinical experience
Journal of Biomedical Optics 20(6), 061103, 2015 - Automated delineation of dermal–epidermal junction in reflectance confocal microscopy image stacks of human skin
Journal of Investigative Dermatology 135(3), 710–717, 2015
2014
- Special issue on microscopic image processing
Signal, Image and Video Processing 8(Suppl 1), 1–3, 2014 - Video-mosaicing of reflectance confocal images for examination of extended areas of skin in vivo
British Journal of Dermatology 171(5), 1239–1241, 2014 - Denoising using projections onto the epigraph set of convex cost functions
IEEE International Conference on Image Processing (ICIP), 2709–2713, 2014 - Abstracts from the Joint Meeting of the International Society for Digital Imaging of the Skin (ISDIS), the International Confocal Group (ICG), and the International Dermoscopy Society (IDS)
Dermatology Practical & Conceptual 4(3), 1–6, 2014 - Deconvolution using projections onto the epigraph set of a convex cost function
22nd Signal Processing and Communications Applications Conference (SIU), 2014 - Feasibility of intraoperative imaging during Mohs surgery with reflectance confocal microscopy
Photonic Therapeutics and Diagnostics X, Proc. SPIE 8926, 54–65, 2014 - Signal reconstruction framework based on projections onto epigraph set of a convex cost function (PESC)
arXiv:1402.2088, 2014 - Deconstructing skin: RCM and FCM interpretation with quantitative image analysis tools
Dermatology Practical & Conceptual 4(3), 23, 2014 - Compressive sensing using the modified entropy functional
Digital Signal Processing 24, 63–70, 2014 - Image feature extraction using compressive sensing
Image Processing and Communications Challenges 5, 177–184, 2014
2013
- Denoising using projection onto convex sets (POCS) based framework
arXiv:1309.0700, 2013 - Projections onto convex sets (POCS) based optimization by lifting
arXiv:1306.2516, 2013 - Video-based flame detection for the protection of cultural heritage
International Journal of Heritage in the Digital Era 2(1), 23–47, 2013 - Automated localization of wrinkles and the dermo-epidermal junction in obliquely oriented reflectance confocal microscopic images of human skin
Photonic Therapeutics and Diagnostics IX, Proc. SPIE 8565, 34–42, 2013 - Image classification of human carcinoma cells using complex wavelet-based covariance descriptors
PLoS ONE 8(1), e52807, 2013
2012
- Flame detection for video-based early fire warning for the protection of cultural heritage
Euro-Mediterranean Conference (EUROMED), 378–387, 2012 - Wavelet based flickering flame detector using differential PIR sensors
Fire Safety Journal 53, 13–18, 2012 - Entropy minimization based robust algorithm for adaptive networks
20th Signal Processing and Communications Applications Conference (SIU), 2012 - Wavelet based flame detection using differential PIR sensors
20th Signal Processing and Communications Applications Conference (SIU), 2012 - Entropy functional based adaptive decision fusion framework
20th Signal Processing and Communications Applications Conference (SIU), 2012 - Filtered variation method for denoising and sparse signal processing
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012 - Entropy-functional-based online adaptive decision fusion framework with application to wildfire detection in video
IEEE Transactions on Image Processing 21(5), 2853–2865, 2012 - Signal and image processing algorithms using interval convex programming and sparsity
Ph.D. thesis, Bilkent University, 2012
2011
- A multi-sensor network for the protection of cultural heritage
19th European Signal Processing Conference (EUSIPCO), 889–893, 2011 - Low-pass filtering of irregularly sampled signals using a set theoretic framework [lecture notes]
IEEE Signal Processing Magazine 28(4), 117–121, 2011 - Fractional wavelet transform using an unbalanced lifting structure
Proc. SPIE 8058, Independent Component Analyses, Wavelets, Neural Networks, Biosystems, and Nanoengineering IX, 2011 - Content-adaptive color transform for image compression
Optical Engineering 50(5), 057003, 2011 - New face representation using compressive sensing
19th Signal Processing and Communications Applications Conference (SIU), 2011 - Compressive sensing using the entropy functional
arXiv:1101.5079, 2011 - Online adaptive decision fusion framework based on entropic projections onto convex sets with application to wildfire detection in video
arXiv:1101.4749, 2011
2010
- Image compression using a histogram-based color transform
18th Signal Processing and Communications Applications Conference (SIU), 2010 - FireSense: fire detection and management through a multi-sensor network for protection of cultural heritage areas from the risk of fire and extreme weather conditions
Proceedings of the 7th Framework Programme for Research and Technological Development, 2010 - Fire detection and 3-D fire propagation estimation for the protection of cultural heritage areas
ISPRS Technical Commission VIII Symposium, 2010 - 3D model compression using connectivity-guided adaptive wavelet transform built into 2D SPIHT
Journal of Visual Communication and Image Representation 21(1), 17–28, 2010
2009
- Progressive compression of digital elevation data using meshes
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), IV-502–IV-505, 2009 - Motion based clustering of model animations using PCA
IEEE, 2009
2008
- 3D forest fire propagation simulation
3DTV Conference: The True Vision – Capture, Transmission and Display of 3D Video, 2008 - 3D forest-fire spread simulation system
16th Signal Processing, Communication and Applications Conference (SIU), 2008 - 3D wildfire simulation system
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2008
2007
- 3D model compression using connectivity-guided adaptive lifting transform
15th Signal Processing and Communications Applications Conference (SIU), 2007 - Connectivity-guided adaptive lifting transform for image like compression of meshes
3DTV Conference, 2007 - 3D model compression using image compression based methods
M.Sc. thesis, Bilkent University, 2007
2006
- Nonrectangular wavelets for multiresolution mesh analysis and compression
Proc. SPIE 6247, Independent Component Analyses, Wavelets, Unsupervised Smart Sensors, and Neural Networks IV, 624704, 2006 - Nonrectangular wavelets for multiresolution mesh analysis and compression
14th Signal Processing and Communications Applications Conference (SIU), 2006
Undated
- Lesion size matters: A validation dataset for melanoma detection
Preprint - Investigating the effects of 10.5 T static field exposure on blood pressure and heart rate in anesthetized pigs
Abstract - Image denoising using filtered variation
Preprint