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C. von Kalle · SciRah

Researcher profile · Semantic Scholar

C. von Kalle

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C. von Kalle — researcher profile on SciRah

h-index: 98
Works: 517
Citations: 40K

Most-cited papers

COVID-19 severity correlates with airway epithelium–immune cell interactions identified by single-cell analysis
R. Chua, Soeren Lukassen, S. Trump, Bianca P. Hennig +32 more
2020Nature Biotechnology968 citations Open access
Semantic Scholar
Severe COVID-19 Is Marked by a Dysregulated Myeloid Cell Compartment
J. Schulte-Schrepping, N. Reusch, D. Paclik, K. Baßler +128 more
2020Cell658 citations Open access
Semantic Scholar
Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task.
T. Brinker, A. Hekler, Alexander H. Enk, J. Klode +8 more
2019European Journal of Cancer548 citations Open access
Semantic Scholar
Ultra-High-Throughput Clinical Proteomics Reveals Classifiers of COVID-19 Infection
C. Messner, Vadim Demichev, D. Wendisch, Laura Michalick +29 more
2020Cell Systems478 citations Open access
Semantic Scholar
Deep neural networks are superior to dermatologists in melanoma image classification.
T. Brinker, A. Hekler, A. Enk, C. Berking +10 more
2019European Journal of Cancer325 citations Open access
Semantic Scholar
Safety, reactogenicity, and immunogenicity of homologous and heterologous prime-boost immunisation with ChAdOx1 nCoV-19 and BNT162b2: a prospective cohort study
D. Hillus, T. Schwarz, P. Tober-Lau, K. Vanshylla +67 more
2021The Lancet Respiratory Medicine321 citations Open access
Semantic Scholar
Superior skin cancer classification by the combination of human and artificial intelligence.
A. Hekler, J. Utikal, Alexander H. Enk, A. Hauschild +12 more
2019European Journal of Cancer314 citations Open access
Semantic Scholar
A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task.
T. Brinker, A. Hekler, Alexander H. Enk, J. Klode +8 more
2019European Journal of Cancer283 citations Open access
Semantic Scholar
Deep learning outperformed 11 pathologists in the classification of histopathological melanoma images.
A. Hekler, J. Utikal, A. Enk, W. Solass +11 more
2019European Journal of Cancer259 citations Open access
Semantic Scholar
Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts.
S. Haggenmüller, Roman C. Maron, A. Hekler, J. Utikal +61 more
2021European Journal of Cancer244 citations Open access
Semantic Scholar
Comprehensive Genomic and Transcriptomic Analysis for Guiding Therapeutic Decisions in Patients with Rare Cancers.
P. Horák, C. Heining, S. Kreutzfeldt, B. Hutter +55 more
2021Cancer Discovery241 citations Open access
Semantic Scholar
Pathologist-level classification of histopathological melanoma images with deep neural networks.
A. Hekler, J. Utikal, A. Enk, C. Berking +9 more
2019European Journal of Cancer197 citations Open access
Semantic Scholar
A time-resolved proteomic and prognostic map of COVID-19
Vadim Demichev, P. Tober-Lau, O. Lemke, T. Nazarenko +117 more
2021Cell Systems169 citations Open access
Semantic Scholar
Gastrointestinal cancer classification and prognostication from histology using deep learning: Systematic review.
Sara Kuntz, E. Krieghoff-Henning, Jakob Nikolas Kather, T. Jutzi +10 more
2021European Journal of Cancer167 citations Open access
Semantic Scholar
Explainable artificial intelligence in skin cancer recognition: A systematic review.
Katja Hauser, Alexander Kurz, S. Haggenmüller, Roman C. Maron +29 more
2022European Journal of Cancer156 citations Open access
Semantic Scholar
Comparing artificial intelligence algorithms to 157 German dermatologists: the melanoma classification benchmark.
T. Brinker, A. Hekler, A. Hauschild, C. Berking +11 more
2019European Journal of Cancer140 citations Open access
Semantic Scholar
Combining CNN-based histologic whole slide image analysis and patient data to improve skin cancer classification.
Julia Höhn, E. Krieghoff-Henning, T. Jutzi, C. von Kalle +27 more
2021European Journal of Cancer93 citations Open access
Semantic Scholar
Uncertainty Estimation in Medical Image Classification: Systematic Review
Alexander Kurz, Katja Hauser, H. A. Mehrtens, E. Krieghoff-Henning +5 more
2022JMIR Medical Informatics87 citations Open access
Semantic Scholar
Defective homologous recombination DNA repair as therapeutic target in advanced chordoma
S. Gröschel, D. Hübschmann, Francesco Raimondi, P. Horák +35 more
2019Nature Communications79 citations Open access
Semantic Scholar
Delayed Antibody and T-Cell Response to BNT162b2 Vaccination in the Elderly, Germany
T. Schwarz, P. Tober-Lau, D. Hillus, E. Helbig +26 more
2021Emerging Infectious Diseases75 citations Open access
Semantic Scholar
Deep learning can predict lymph node status directly from histology in colorectal cancer.
Lennard Kiehl, Sara Kuntz, Julia Höhn, T. Jutzi +12 more
2021European Journal of Cancer72 citations Open access
Semantic Scholar
Studying the pathophysiology of coronavirus disease 2019: a protocol for the Berlin prospective COVID-19 patient cohort (Pa-COVID-19)
F. Kurth, M. Roennefarth, C. Thibeault, V. Corman +39 more
2020Infection71 citations Open access
Semantic Scholar
Artificial Intelligence and Its Effect on Dermatologists’ Accuracy in Dermoscopic Melanoma Image Classification: Web-Based Survey Study
Roman C. Maron, J. Utikal, A. Hekler, A. Hauschild +16 more
2020Journal of Medical Internet Research69 citations Open access
Semantic Scholar
The German Corona Consensus Dataset (GECCO): a standardized dataset for COVID-19 research in university medicine and beyond
J. Sass, A. Bartschke, M. Lehne, Andrea Essenwanger +6 more
2020BMC Medical Informatics and Decision Making65 citations Open access
Semantic Scholar
Comprehensive cancer predisposition testing within the prospective MASTER trial identifies hereditary cancer patients and supports treatment decisions for rare cancers.
A. Jahn, A. Rump, T. Widmann, C. Heining +73 more
2022Annals of Oncology64 citations Open access
Semantic Scholar
Implementation of Whole-Genome and Transcriptome Sequencing Into Clinical Cancer Care
E. Cuppen, O. Elemento, R. Rosenquist, S. Nikić +19 more
2022JCO Precision Oncology63 citations Open access
Semantic Scholar
Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study
Max Schmitt, Roman C. Maron, A. Hekler, A. Stenzinger +13 more
2020Journal of Medical Internet Research62 citations Open access
Semantic Scholar
Robustness of convolutional neural networks in recognition of pigmented skin lesions.
Roman C. Maron, S. Haggenmüller, C. von Kalle, J. Utikal +18 more
2021European Journal of Cancer58 citations Open access
Semantic Scholar
Deep learning approach to predict sentinel lymph node status directly from routine histology of primary melanoma tumours.
T. Brinker, Lennard Kiehl, Max Schmitt, T. Jutzi +20 more
2021European Journal of Cancer55 citations Open access
Semantic Scholar
A benchmark for neural network robustness in skin cancer classification.
Roman C. Maron, J. G. Schlager, S. Haggenmüller, C. von Kalle +24 more
2021European Journal of Cancer55 citations Open access
Semantic Scholar
The German National Pandemic Cohort Network (NAPKON): rationale, study design and baseline characteristics
M. Schons, L. Pilgram, J. Reese, M. Stecher +71 more
2022European Journal of Epidemiology48 citations Open access
Semantic Scholar
Prediction of melanoma evolution in melanocytic nevi via artificial intelligence: A call for prospective data.
W. Sondermann, J. Utikal, A. Enk, D. Schadendorf +10 more
2019European Journal of Cancer44 citations Open access
Semantic Scholar
Common clonal origin of conventional T cells and induced regulatory T cells in breast cancer patients
Maria Xydia, R. Rahbari, E. Ruggiero, I. Macaulay +21 more
2021Nature Communications42 citations Open access
Semantic Scholar
Evaluation of the effectiveness of a nationwide precision medicine program for patients with advanced non-small cell lung cancer in Germany: a historical cohort analysis
Anika Kästner, A. Kron, Neeltje van den Berg, K. Moon +21 more
2023The Lancet Regional Health - Europe40 citations Open access
Semantic Scholar
Suppressive myeloid cells are a hallmark of severe COVID-19
J. Schulte-Schrepping, N. Reusch, D. Paclik, K. Baßler +59 more
2020medRxiv37 citations Open access
Semantic Scholar
SARS-CoV-2 infection and transmission in school settings during the second COVID-19 wave: a cross-sectional study, Berlin, Germany, November 2020
S. Theuring, Marlene Thielecke, Welmoed van Loon, F. Hommes +32 more
2021Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin35 citations Open access
Semantic Scholar
Deep learning can predict survival directly from histology in clear cell renal cell carcinoma
F. Wessels, Max Schmitt, E. Krieghoff-Henning, Jakob Nikolas Kather +13 more
2022PLoS ONE32 citations Open access
Semantic Scholar
Enhanced classifier training to improve precision of a convolutional neural network to identify images of skin lesions
T. Brinker, A. Hekler, A. Enk, C. von Kalle
2019PLoS ONE30 citations Open access
Semantic Scholar
Identification and characterization of a BRAF fusion oncoprotein with retained autoinhibitory domains
Florian Weinberg, Ricarda Griffin, M. Fröhlich, C. Heining +20 more
2019Oncogene29 citations
Semantic Scholar
Impact of dexamethasone on SARS-CoV-2 concentration kinetics and antibody response in hospitalized COVID-19 patients: results from a prospective observational study
B. Mühlemann, C. Thibeault, D. Hillus, E. Helbig +99 more
2021Clinical Microbiology and Infection26 citations Open access
Semantic Scholar
Clinical and virological characteristics of hospitalised COVID-19 patients in a German tertiary care centre during the first wave of the SARS-CoV-2 pandemic: a prospective observational study
C. Thibeault, B. Mühlemann, E. Helbig, M. Mittermaier +139 more
2021Infection24 citations Open access
Semantic Scholar
A self-supervised vision transformer to predict survival from histopathology in renal cell carcinoma
F. Wessels, Max Schmitt, E. Krieghoff-Henning, Malin Nientiedt +14 more
2023World journal of urology23 citations Open access
Semantic Scholar
MicroRNA-sensitive oncolytic measles virus for chemovirotherapy of pancreatic cancer
Hans Martin Singh, M. F. Leber, S. Bossow, C. E. Engeland +7 more
2021Molecular Therapy: Oncolytics22 citations Open access
Semantic Scholar
Hepatobiliary long-term consequences of COVID-19: dramatically increased rate of secondary sclerosing cholangitis in critically ill COVID-19 patients
S. Leonhardt, Christian Jürgensen, J. Frohme, Donata Grajecki +103 more
2023Hepatology International21 citations Open access
Semantic Scholar
Reactogenicity of homologous and heterologous prime-boost immunization with BNT162b2 and ChAdOx1-nCoV19: a prospective cohort study
D. Hillus, T. Schwarz, P. Tober-Lau, Hana Hastor +64 more
2021medRxiv20 citations Open access
Semantic Scholar
Externe wissenschaftliche Evaluation der ersten Teledermatologie-App ohne direkten Patientenkontakt in Deutschland („Online Hautarzt – AppDoc“)
W. Sondermann, C. von Kalle, J. Utikal, D. Schadendorf +5 more
2020Der Hautarzt19 citations Open access
Semantic Scholar
Cross-talk between the airway epithelium and activated immune cells defines severity in COVID-19
R. Chua, Soeren Lukassen, S. Trump, Bianca P. Hennig +28 more
2020medRxiv18 citations Open access
Semantic Scholar
Systematic comparative study of computational methods for T‐cell receptor sequencing data analysis
S. Afzal, Irene Gil-Farina, R. Gabriel, Shahzad Ahmad +3 more
2019Briefings Bioinform.16 citations
Semantic Scholar
The balance between the intronic miR-342 and its host gene Evl determines hematopoietic cell fate decision
F. Herbst, T. Lang, Elias S. P. Eckert, Peer Wünsche +14 more
2021Leukemia15 citations Open access
Semantic Scholar
Model soups improve performance of dermoscopic skin cancer classifiers.
Roman C. Maron, A. Hekler, S. Haggenmüller, C. von Kalle +29 more
2022European Journal of Cancer14 citations Open access
Semantic Scholar

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S. Fröhling×24
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T. Brinker×23
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T. Brinker — researcher profile on SciRah
A. Hekler×19
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A. Hekler — researcher profile on SciRah
J. Utikal×17
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S. Haferkamp×15

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L. Sander — researcher profile on SciRah

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