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Thomas Bocklitz

Friedrich Schiller University of Jena

49H-index
278Paper Count
8.2KCitation Count
Published Papers 129
Publication Date
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Current trends in machine learning for surface-enhanced Raman spectroscopy
errAnalyst
IF3.3
err2026-05-29
err0
PREAI
errRuihao Luo; Sujia Jiao; Jyothi B. Nair; Arna Ghosh; Klaudziya Kamiak; Jürgen Popp; Dana Cialla-May; Thomas Bocklitz
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Graph Neural Network in Raman Spectroscopy to Leverage the Performance and Interpretability of the Classification
errChemistry–Methods
IF0
err2026-05-07
err0
errOAAI
errShuxia Guo; Sandra Baaba Frempong; Markus Salbreiter; Annette Wagenhaus; Petra Rösch; Jürgen Popp; Thomas Bocklitz
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Systematic investigation of preprocessing pipeline for MALDI data
errResults in Chemistry
IF4.2
err2026-05-05
err0
PREAI
errAdhikari, Mou; Ryabchykov, Oleg; Guo, Shuxia; Bocklitz, Thomas
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Blood Cancer Differentiation based on IR Spectroscopy and Chemometrics
errComputer Methods and Programs in Biomedicine
IF4.8
err2026-04-19
err0
PREAI
errLeiying Xie; Shuxia Guo; Tingting Liu; Xingyu Tang; Ruonan Ji; Xuechu Shen; Yingke Xu; Lei Chen; Shaowei Wang; Thomas Bocklitz
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Dual-Branch Deep Neural Network for FLIM Parameter Estimation
errAdvanced Photonics Research
IF3.9
err2026-04-01
err0
errOAAI
errMou Adhikari; Kathrin Groeneveld; Matthias Klemm; Ralf Mrowka; Jens Haueisen; Shuxia Guo; Thomas Bocklitz
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Denoising and Baseline Correction of Low-Scan FTIR Spectra: A Benchmark of Deep Learning Models Against Traditional Signal Processing
errBioengineering
IF3.7
err2026-03-22
err0
errOAAI
errAzadeh Mokari; Shravan Raghunathan; Artem Shydliukh; Oleg Ryabchykov; Christoph Krafft; Thomas Bocklitz
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Label-Free Differentiation of Antimicrobial Resistance Groups Using Raman Spectroscopy
errAnalytical Chemistry
IF6.7
err2026-02-23
err0
errOAAI
errAikaterini Pistiki; Oleg Ryabchykov; Annette Wagenhaus; Thomas W. Bocklitz; Stefanie Deinhardt-Emmer; Bettina Löffler; Petra Rösch; Jürgen Popp
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Siamese networks in Raman spectroscopy: Towards a better performance against replicate variability
errTalanta
IF6.1
err2026-01-16
err0
errOAAI
errShuxia Guo; Thomas Bocklitz
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Automatic optimization of flat-field corrections by evaluation and enhancement (EVEN) in multimodal optical microscopy
errNature Communications
IF15.7
err2026-01-07
err0
errOAAI
errElena Corbetta; Matteo Calvarese; Patrick Then; Hyeonsoo Bae; Tobias Meyer-Zedler; Bernhard Messerschmidt; Orlando Guntinas-Lichius; Michael Schmitt; Christian Eggeling; Juergen Popp; Thomas Bocklitz
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BLOOD BIOMARKER AND RAMAN ANALYSIS OF LEUKOCYTES IN THE MULTICENTER INTELLIGENCE TRIALS: AT THE INTENSIVE CARE UNIT (INTELLIGENCE-1) AND THE EMERGENCY DEPARTMENT (INTELLIGENCE-2)
errShock
IF2.9
err2026-01-01
err0
PREAI
errGiamarellos-Bourboulis, Evangelos J.; Thomas-Ruddel, Daniel; Pistiki, Aikaterini; Ramoji, Anuradha; Ryabchykov, Oleg; Azam, Kazi Sultana Farhana; Toutouzas, Konstantinos; Prekates, Athanasios; Karatzas, Stylianos; Mathas, Christos; Kotsaki, Antigone; Chalvatzis, Stamatios; Antonakos, Nikolaos; Damoraki, Georgia; Ruger, Jan; Knorr, Florian; Arend, Natalie; Silge, Anja; Schie, Iwan; Eugen-Olsen, Jesper; Bocklitz, Thomas; Bauer, Michael; Winning, Johannes; Kiehntopf, Michael; Popp, Jurgen; Bloos, Frank; Neugebauer, Ute
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Quasi-2D Morphologies of a Non-Fullerene Acceptor Y6 by Interfacial Assembly via Langmuir–Schaefer Technique
errAdvanced Materials
IF26.8
err2025-11-10
err0
PREAI
errYisak Tsegazab Gerase; Anna Elmanova; Sarah Jasmin Finkelmeyer; Andrea Dellith; Jan Dellith; Julien Guthmuller; Oleg Ryabchykov; Thomas Bocklitz; Filippo Giovanni Fabozzi; Nikolai Severin; Stefan Hecht; Lukas Renn; James Borchert; R. Thomas Weitz; Johannes Müller; Christoph T. Koch; Martin Presselt
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Bridging Spectral Gaps: Cross-Device Model Generalization in Blood-Based Infrared Spectroscopy( vol 97 , pg 10264 , 2025)
errANALYTICAL CHEMISTRY
IF6.7
err2025-11-01
err0
PREAI
errNemeth, Flora B.; Leopold-Kerschbaumer, Niklas; Debreceni, Diana; Fleischmann, Frank; Borbely, Krisztian; Mazurencu-Marinescu-Pele, David; Bocklitz, Thomas; Zigman, Mihaela; Kepesidis, Kosmas V.
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ATR-FTIR Spectroscopy of Saliva and Machine Learning as a Screening Test for Sjogren Disease
errANALYTICAL CHEMISTRY
IF6.7
err2025-11-01
err0
PREAI
errContreras, Jhonatan; Vyas, Bhavik; Ryabchykov, Oleg; Larsen, Melinda; Gildener-Leapman, Neil; Bocklitz, Thomas; Popp, Jurgen; Lednev, Igor K.
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Inverse Modeling for Artifact Removal in Photonic Data: A Computational Physics and Transfer Learning-Based Approach
errJournal of Chemical Information and Modeling
IF5.3
err2025-10-28
err0
errOAAI
errRavi Teja Vulchi; Volodymyr Morgunov; Julian Hniopek; Oleg Ryabchykov; Thomas Bocklitz
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Advances in physics-informed deep learning for imaging data: a review of methods and applications
errJournal of Physics: Photonics
IF0
err2025-10-17
err0
errOAAI
errYogita Yogita; Thomas Bocklitz
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Exploring Feature Extraction Methods for Raman Spectroscopy: A Comparative Study
errAnalytica Chimica Acta
IF6
err2025-10-08
err0
errOAAI
errJamile Mohammad Jafari; Thomas Bocklitz
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Harnessing Machine Learning and Deep Learning Approaches for Laser-Induced Breakdown Spectroscopy Data Analysis: A Comprehensive Review
errAnalysis & Sensing
IF2.9
err2025-09-05
err0
errOAAI
errPegah Dehbozorgi; Ludovic Duponchel; Vincent Motto-Ros; Thomas Bocklitz
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Raman Spectroscopy Can Identify Acute and Persistent Biochemical Changes in Leukocytes From Patients With COVID-19 and Non-COVID-19-Associated Sepsis
errBiotechnology Journal
IF3.1
err2025-09-01
err0
errOAAI
errAnuradha Ramoji; Philipp Baumbach; Oleg Ryabchykov; Aikaterini Pistiki; Jan Rueger; David Vasquez Pinzon; Anja Silge; Stefanie Deinhardt-Emmer; Iwan W. Schie; Karina Weber; Charles Neu; Ute Neugebauer; Michael Kiehntopf; Thomas Bocklitz; Juergen Popp; Sina M. Coldewey
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Multimodal Integration Enhances Tissue Image Information Content: A Deep Feature Perspective
errBioengineering 2025, Vol. 12, Page 894
IF3.7
err2025-08-21
err0
PREAI
errFatemehzahra Darzi; Thomas Bocklitz
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Multi-marker Similarity Enables Reduced-Reference and Interpretable Image Quality Assessment in Optical Microscopy
errResearch
IF10.7
err2025-07-18
err0
errOAAI
errElena Corbetta; Thomas Bocklitz
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errSave

Research Directions

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Co-authors
Cooperation Journals
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H-index: 142 · Papers: 1.5K
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U
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H-index: 138 · Papers: 2.3K
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俞汉青 (Han‐Qing Yu)
H-index: 132 · Papers: 920
R
Royston Goodacre
H-index: 108 · Papers: 657
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