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J. Ludzik · SciRah

Researcher profile · Semantic Scholar

J. Ludzik

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J. Ludzik — researcher profile on SciRah

h-index: 7
Works: 41
Citations: 251

Most-cited papers

Analysis of Artificial Intelligence-Based Approaches Applied to Non-Invasive Imaging for Early Detection of Melanoma: A Systematic Review
Raj H. Patel, Emilie A. Foltz, A. Witkowski, J. Ludzik
2023Cancers71 citations Open access
Semantic Scholar
Artificial Intelligence Applied to Non-Invasive Imaging Modalities in Identification of Nonmelanoma Skin Cancer: A Systematic Review
Emilie A. Foltz, A. Witkowski, Alyssa L. Becker, Emile Latour +3 more
2024Cancers27 citations Open access
Semantic Scholar
Convolutional Neural Network Approach to Classify Skin Lesions Using Reflectance Confocal Microscopy
Marek Wodzinski, A. Skalski, A. Witkowski, G. Pellacani +1 more
2019Annual International Conference of the IEEE Engineering in Medicine and Biology Society23 citations Open access
Semantic Scholar
Clinical Utility of a Digital Dermoscopy Image-Based Artificial Intelligence Device in the Diagnosis and Management of Skin Cancer by Dermatologists
A. Witkowski, Joshua Burshtein, M. Christopher, Clay Cockerell +22 more
2024Cancers17 citations Open access
Semantic Scholar
Expert Consensus Statement on Proficiency Standards for Dermoscopy Education in Primary Care
Tiffaney Tran, P. Cyr, A. Verdieck, Miranda D. Lu +32 more
2023Journal of the American Board of Family Medicine13 citations Open access
Semantic Scholar
Automatic Quality Assessment of Reflectance Confocal Microscopy Mosaics using Attention-Based Deep Neural Network
Marek Wodzinski, Miroslawa Pajak, A. Skalski, A. Witkowski +2 more
2020Annual International Conference of the IEEE Engineering in Medicine and Biology Society10 citations Open access
Semantic Scholar
The role of mobile teledermoscopy in skin cancer triage and management during the COVID-19 pandemic.
Claudia Lee, A. Witkowski, M. Żychowska, J. Ludzik
2022Indian Journal of Dermatology, Venereology and Leprology9 citations Open access
Semantic Scholar
Dermoscopic features associated with 3‐GEP PLA: LINC00518, PRAME, and TERT expression in suspicious pigmented lesions
J. Ludzik, Alyssa L. Becker, Emile Latour, Claudia Lee +1 more
2023Skin research and technology7 citations Open access
Semantic Scholar
Case Report: Chilblains-like lesions (COVID-19 toes) during the pandemic - is there a diagnostic window?
J. Ludzik, A. Witkowski, D. Hansel, Philipp W. Raess +2 more
2020F1000Research7 citations Open access
Semantic Scholar
Revolutionizing Skin Cancer Triage: The Role of Patient-Initiated Teledermoscopy in Remote Diagnosis
Emilie A. Foltz, J. Ludzik, S. Leachman, Elizabeth Stoos +5 more
2024Cancers6 citations Open access
Semantic Scholar
Potential Limitations in the Clinical Adoption of 3-GEP Pigmented Lesion Assay for Melanoma Triage by Dermatologists and Advanced Practice Practitioners
J. Ludzik, Claudia Lee, A. Witkowski
2022Cureus6 citations Open access
Semantic Scholar
Dermoscopy and reflectance confocal microscopy‐augmented characterization of pigmented micro‐basal cell carcinoma (less than 2 mm diameter)
Emilie A. Foltz, J. Ludzik, A. Witkowski
2022Skin research and technology6 citations Open access
Semantic Scholar
A Physician's Guide to the Use of Gene Expression Profile Ancillary Diagnostic Testing for Cutaneous Melanocytic Neoplasms.
Etan Marks, Abel Jarell, J. Ludzik, Aaron S. Farberg +4 more
2023˜The œJournal of clinical and aesthetic dermatology5 citations
Semantic Scholar
The role of dermatoscopy and reflectance confocal microscopy in the assessment of relapsing secondary cutaneous follicular B-cell lymphoma
A. Laghi, Claudia Lee, A. Witkowski, Maylee Hsu +2 more
2022JAAD Case Reports5 citations Open access
Semantic Scholar
Learning-based local quality assessment of reflectance confocal microscopy images for dermatology applications
M. Sikorska, A. Skalski, Marek Wodzinski, A. Witkowski +2 more
2021Biocybernetics and Biomedical Engineering5 citations Open access
Semantic Scholar
Advances in the noninvasive diagnosis of melanoma—40 years beyond the ABCDs
Joshua Burshtein, A. Witkowski, D. Zakria, Milaan Shah +5 more
2026Ca4 citations Open access
Semantic Scholar
Enhancing Diagnosis through AI-driven Analysis of Reflectance Confocal Microscopy
H.-J. Yoon, Chris Keum, A. Witkowski, J. Ludzik +3 more
2024arXiv.org4 citations
Semantic Scholar
Reflectance confocal microscopy terminology for non-melanocytic skin lesions: A Delphi consensus of experts.
C. Navarrete-Dechent, Caterina Longo, K. Liopyris, M. Ardigó +38 more
2025Journal of American Academy of Dermatology3 citations Open access
Semantic Scholar
Dermoscopy and Reflectance Confocal Microscopy of Apocrine Hidrocystoma
J. Ludzik, Claudia Lee, Stephanie J. Mengden, Huong Nguyen +2 more
2023Dermatology Practical & Conceptual3 citations Open access
Semantic Scholar
Inequities in geriatric access to teledermatology and smartphone dermoscopy
Alyssa L. Becker, A. Witkowski, J. Ludzik
2022Dermatology Reports3 citations Open access
Semantic Scholar
Urban versus rural utilization of teledermoscopy in self-skin examinations: preliminary results of a cohort study in the states of Oregon and Washington, USA
Emilie A. Foltz, A. Witkowski, J. Ludzik
2022Dermatology Reports3 citations Open access
Semantic Scholar
Augmenting pigmented lesion assay results with the three‐point dermoscopy checklist to improve pigmented lesion triage
J. Ludzik, Alyssa L. Becker, Claudia Lee, A. Witkowski
2022Skin research and technology3 citations Open access
Semantic Scholar
Combined Use of Dermoscopy, Reflectance Confocal Microscopy and Ex-Vivo Gene Expression Profiling to Detect a Micro-Melanoma Less Than 1 mm in Diameter
A. Witkowski, J. Ludzik, J. Chung, Claudia Lee +2 more
2023Dermatology Practical & Conceptual2 citations Open access
Semantic Scholar
Analyzing Differences in Diagnostic Accuracy of a Pigmented Lesion Assay for Melanoma
J. Ludzik, Claudia Lee, Emile Latour, A. Witkowski
2023Dermatologic Therapy2 citations Open access
Semantic Scholar
Sequential Dermoscopy and Reflectance Confocal Microscopy Paired With Pigmented Lesion Assay Gene Expression Profiling for In Vivo Monitoring of Multiple Halo Nevi on an Adult Patient
J. Ludzik, Emilie A. Foltz, J. Gillespie, A. Witkowski
2023Cureus2 citations Open access
Semantic Scholar
Correction: Oregon primary care providers as a frontline defense in the War on Melanoma™: improving access to melanoma education
Alyssa L. Becker, Jacob Nelson, Alex Verdieck-Devlaeminck, E. Berry +36 more
2026Frontiers in Medicine1 citations Open access
Semantic Scholar
Oregon primary care providers as a frontline defense in the War on Melanoma™: improving access to melanoma education
Alyssa L. Becker, Jacob Nelson, Alex Verdieck-Devlaeminck, Elizabeth G. Berry +36 more
2025Frontiers in Medicine1 citations Open access
Semantic Scholar
Clinical utility of a digital dermoscopy image-based artificial intelligence device in the diagnosis and management of skin cancer by dermatology health care providers, primary care providers, and nondermatology specialized physicians
Renata Block, Andrew Baker, Alex Brown, Matthew Brunner +13 more
2025Journal of Dermatology for Physician Assistants1 citations Open access
Semantic Scholar
Minimizing sampling error using a unique ink-stained reflectance confocal microscopy-guided biopsy technique to diagnose a large lentigo maligna
J. Ludzik, Claudia Lee, Jonathon Hetts, A. Witkowski
2022JAAD Case Reports1 citations Open access
Semantic Scholar
Clinical Utility of Dermoscopy and 31-Gene Expression Profiling by Dermatology Providers in Melanoma Management Care.
A. Witkowski, Claudia Lee, Emile Latour, John T. Vetto +1 more
2022Journal of Drugs in Dermatology1 citations Open access
Semantic Scholar
Correction: Melanoma toolkit for early detection for primary care clinicians: a 1-year follow-up on outcomes
Kyra Diehl, Elizabeth Stoos, Alyssa L. Becker, V. Orfaly +31 more
2026Frontiers in Medicine0 citations Open access
Semantic Scholar
Best Practices for Managing Pseudofolliculitis Barbae: An Expert Consensus Delphi Study.
S. Alomary, N. Baker, G. Ugwueke, Haya Alkiswani +16 more
2026JAMA dermatology0 citations
Semantic Scholar
Testing the international expert recommendations on image capture for reflectance/cutaneous confocal microscopy: an international mixed methods study.
Genevieve Ho, J. Ludzik, C. Navarrete-Dechent, Christian Gronbeck +10 more
2025Journal of American Academy of Dermatology0 citations Open access
Semantic Scholar
A clinical impact study of dermatologists' use of diagnostic gene expression profile testing to guide patient management
A. Witkowski, Abel Jarell, Kelli L Ahmed, Jennifer J. Siegel +6 more
2024Melanoma Management0 citations Open access
Semantic Scholar
Melanoma toolkit for early detection for primary care clinicians: a 1-year follow-up on outcomes
Kyra Diehl, Elizabeth Stoos, Alyssa L. Becker, V. Orfaly +31 more
2024Frontiers in Medicine0 citations Open access
Semantic Scholar
Digital Dermoscopy, Reflectance Confocal Microscopy, and Pigmented Lesion Assay Gep for In-Vivo Monitoring of Multiple Halo Nevi on an Adult Patient
J. Ludzik
2023Journal of Clinical and Investigative Dermatology0 citations Open access
Semantic Scholar
Novel Ink - Stained Reflectance Confocal Microscopy Guided Pigmented Skin Lesion Biopsy Technique: Reducing Pathology Sample Bias Through Improved Precision
J. Ludzik, Claudia Lee, A. Witkowski, Jonathon Hetts +1 more
2022Annals of Biotechnology0 citations Open access
Semantic Scholar
Response to: A case of recurrent lentigo maligna diagnosed with precise reflectance confocal microscopy-guided biopsy technique
J. Ludzik, Claudia Lee, A. Witkowski, Jonathon Hetts
2022JAAD Case Reports0 citations Open access
Semantic Scholar
LB916 The war on melanomaTM: A statewide public health initiative
C. Lee, J. Ludzik, E. Stoos, A. Witkowski +1 more
2022Journal of Investigative Dermatology0 citations Open access
Semantic Scholar
The Importance of Linear Trichoscopy
J. Ludzik, Claudia Lee, A. Witkowski
2022International Journal of Trichology0 citations Open access
Semantic Scholar
LB997 Detecting the world’s smallest solid malignant tumor: The role of reflectance confocal microscopy in the diagnosis and management of a micro-melanoma
A. Witkowski, J. Ludzik, Jichan Chung, K. White +7 more
2022Journal of Investigative Dermatology0 citations Open access
Semantic Scholar

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A. Witkowski×30
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A. Witkowski — researcher profile on SciRah
Claudia Lee×10
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Emilie A. Foltz×8
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Emile Latour×8
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A. Witkowski — researcher profile on SciRah

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G. Pellacani×6

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Alyssa L. Becker×5

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Laura K. Ferris×5

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Elizabeth Stoos×5

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