Researcher Profile

Thomas Bocklitz

🏛 Leibniz Institute of Photonic Technology (IPHT), 07745 Jena, Germany; Institute of Physical Chemistry and Abbe Center of Photonics (IPC), Friedrich Schiller University, D-07443 Jena, Germany

0000-0003-2778-6624

Publications

678

Citations

Co-Authors

Active Years

Publications

Open Access Journal Article Nanophotonics Jun 23, 2025

Nonlinear inference capacity of fiber‐optical extreme learning machines

Sobhi Saeed · Mehmet Müftüoğlu · Glitta R. Cheeran · Thomas Bocklitz +2 more

10.1515/nanoph-2025-0045 8 citations

Open Access Journal Article Analysis & Sensing Sep 05, 2025

Harnessing Machine Learning and Deep Learning Approaches for Laser‐Induced Breakdown Spectroscopy Data Analysis: A Comprehensive Review

Pegah Dehbozorgi · Ludovic Duponchel · Vincent Motto‐Ros · Thomas Bocklitz

10.1002/anse.202500106 2 citations

Journal Article Science Advances Dec 13, 2024

Endomicroscopic AI-driven morphochemical imaging and fs-laser ablation for selective tumor identification and selective tissue removal

Matteo Calvarese · Elena Corbetta · Jhonatan Contreras · Hyeonsoo Bae +11 more

10.1126/sciadv.ado9721 20 citations

Open Access Journal Article Molecules Oct 08, 2024

Artifacts and Anomalies in Raman Spectroscopy: A Review on Origins and Correction Procedures

Ravi teja Vulchi · Volodymyr Morgunov · Rajendhar Junjuri · Thomas Bocklitz

10.3390/molecules29194748 56 citations

Open Access Journal Article Bioengineering Aug 02, 2024

A Review of Medical Image Registration for Different Modalities

Fatemehzahra Darzi · Thomas Bocklitz

10.3390/bioengineering11080786 38 citations

Open Access Journal Article Analytical Chemistry Aug 10, 2023

Correction for Extrinsic Background in Raman Hyperspectral Images

J. Nicholas Taylor · Aurélien Pélissier · Kentaro Mochizuki · Kosuke Hashimoto +5 more

10.1021/acs.analchem.3c01406 7 citations

Open Access Journal Article Analytical Science Advances Feb 02, 2021

Trends in artificial intelligence, machine learning, and chemometrics applied to chemical data

Rola Houhou · Thomas Bocklitz

10.1002/ansa.202000162 141 citations

Journal Article Nature Protocols Nov 05, 2021

Chemometric analysis in Raman spectroscopy from experimental design to machine learning–based modeling

Shuxia Guo · Jürgen Popp · Thomas Bocklitz

10.1038/s41596-021-00620-3 275 citations

Open Access Journal Article Translational Biophotonics Dec 01, 2019

Automatic label‐free detection of breast cancer using nonlinear multimodal imaging and the convolutional neural network ResNet50

Nairveen Ali · Elsie Quansah · Katarina Köhler · Tobias Meyer +4 more

10.1002/tbio.201900003 36 citations

Journal Article Head & Neck Dec 12, 2018

Fully convolutional networks in multimodal nonlinear microscopy images for automated detection of head and neck carcinoma: Pilot study

Erik Rodner · Thomas Bocklitz · Ferdinand von Eggeling · Günther Ernst +4 more

10.1002/hed.25489 42 citations

Open Access Journal Article Scientific Reports Jul 13, 2016

Beyond endoscopic assessment in inflammatory bowel disease: real-time histology of disease activity by non-linear multimodal imaging

Olga Chernavskaia · Sandro Heuke · Michael Vieth · Oliver Friedrich +9 more

10.1038/srep29239 53 citations

Publication Timeline

2025

2024

2023

2021

2019

2018

2016

Frequent Co-Authors

Jürgen Popp

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Michael Schmitt

3×

Orlando Guntinas‐Lichius

2×

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