<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Johannes Haubold | IKIM MML</title><link>https://mml.kite.ume.de/authors/johannes-haubold/</link><atom:link href="https://mml.kite.ume.de/authors/johannes-haubold/index.xml" rel="self" type="application/rss+xml"/><description>Johannes Haubold</description><generator>HugoBlox Kit (https://hugoblox.com)</generator><language>en-us</language><lastBuildDate>Wed, 01 Apr 2026 00:00:00 +0000</lastBuildDate><item><title>Explainable AI Predicts Hematoxicity from Cancer Treatment Using Multimodal Real-World Data</title><link>https://mml.kite.ume.de/publications/keyl-explainable-2026/</link><pubDate>Wed, 01 Apr 2026 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/keyl-explainable-2026/</guid><description/></item><item><title>Reporting checklist for foundation and large language models in medical research (REFINE): an international consensus guideline</title><link>https://mml.kite.ume.de/publications/mese-reporting-2026/</link><pubDate>Sun, 01 Feb 2026 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/mese-reporting-2026/</guid><description/></item><item><title>Deep Learning-derived Sarcopenia Marker Predicts Benefit from Anti-EGFR Therapy in Patients with RAS Wild-Type Metastatic Colorectal Cancer</title><link>https://mml.kite.ume.de/publications/keyl-deep-2026/</link><pubDate>Thu, 01 Jan 2026 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/keyl-deep-2026/</guid><description/></item><item><title>Efficient Complex-Valued Vision Transformers for MRI Classification Directly from k-Space</title><link>https://mml.kite.ume.de/publications/rempe-efficient-2026/</link><pubDate>Thu, 01 Jan 2026 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/rempe-efficient-2026/</guid><description/></item><item><title>International Retrospective Observational Study of Continual Learning for AI on Endotracheal Tube Placement from Chest Radiographs</title><link>https://mml.kite.ume.de/publications/chen-international-2025/</link><pubDate>Mon, 01 Dec 2025 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/chen-international-2025/</guid><description/></item><item><title>Automated CT-based sarcopenia assessment for risk stratification of patients undergoing colorectal cancer resection</title><link>https://mml.kite.ume.de/publications/vogelsang-automated-2025/</link><pubDate>Sat, 01 Nov 2025 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/vogelsang-automated-2025/</guid><description/></item><item><title>Leveraging Sarcopenia index by automated CT body composition analysis for pan cancer prognostic stratification</title><link>https://mml.kite.ume.de/publications/borys-leveraging-2025/</link><pubDate>Wed, 01 Oct 2025 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/borys-leveraging-2025/</guid><description/></item><item><title>Automated 3D-Body Composition Analysis as a Predictor of Survival in Patients With Idiopathic Pulmonary Fibrosis</title><link>https://mml.kite.ume.de/publications/salhofer-automated-2025/</link><pubDate>Sat, 01 Mar 2025 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/salhofer-automated-2025/</guid><description/></item><item><title>Decoding pan-cancer treatment outcomes using multimodal real-world data and explainable artificial intelligence</title><link>https://mml.kite.ume.de/publications/keyl-decoding-2025/</link><pubDate>Sat, 01 Feb 2025 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/keyl-decoding-2025/</guid><description/></item><item><title>Why does my medical AI look at pictures of birds? Exploring the efficacy of transfer learning across domain boundaries</title><link>https://mml.kite.ume.de/publications/jonske-2025108634/</link><pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/jonske-2025108634/</guid><description/></item><item><title>Towards Unifying Anatomy Segmentation: Automated Generation of a Full-Body CT Dataset</title><link>https://mml.kite.ume.de/publications/jaus-towards-2024/</link><pubDate>Tue, 01 Oct 2024 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/jaus-towards-2024/</guid><description/></item><item><title>AI-derived body composition parameters as prognostic factors in patients with HCC undergoing TACE in a multicenter study</title><link>https://mml.kite.ume.de/publications/muller-ai-derived-2024/</link><pubDate>Thu, 01 Aug 2024 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/muller-ai-derived-2024/</guid><description/></item><item><title>Automated 3D-Body Composition Analysis as a Predictor of Survival in Patients With Idiopathic Pulmonary Fibrosis</title><link>https://mml.kite.ume.de/publications/salhofer-automated-2024/</link><pubDate>Mon, 01 Jan 2024 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/salhofer-automated-2024/</guid><description/></item><item><title>k-strip: A novel segmentation algorithm in k-space for the application of skull stripping</title><link>https://mml.kite.ume.de/publications/rempe-k-strip-2024/</link><pubDate>Mon, 01 Jan 2024 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/rempe-k-strip-2024/</guid><description/></item><item><title>Multilingual Natural Language Processing Model for Radiology Reports -- The Summary is all you need!</title><link>https://mml.kite.ume.de/publications/lindo-multilingual-2024/</link><pubDate>Mon, 01 Jan 2024 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/lindo-multilingual-2024/</guid><description/></item><item><title>Prognostic value of deep learning-derived body composition in advanced pancreatic cancer—a retrospective multicenter study</title><link>https://mml.kite.ume.de/publications/keyl-prognostic-2024/</link><pubDate>Mon, 01 Jan 2024 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/keyl-prognostic-2024/</guid><description/></item><item><title>ReXamine-Global: A Framework for Uncovering Inconsistencies in Radiology Report Generation Metrics</title><link>https://mml.kite.ume.de/publications/banerjee-2024-rexamine/</link><pubDate>Mon, 01 Jan 2024 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/banerjee-2024-rexamine/</guid><description/></item><item><title>Decoding pan-cancer treatment outcomes using multimodal real-world data and explainable artificial intelligence</title><link>https://mml.kite.ume.de/publications/keyl-decoding-2023/</link><pubDate>Sun, 01 Oct 2023 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/keyl-decoding-2023/</guid><description/></item><item><title>Towards Unifying Anatomy Segmentation: Automated Generation of a Full-body CT Dataset via Knowledge Aggregation and Anatomical Guidelines</title><link>https://mml.kite.ume.de/publications/jaus-towards-2023/</link><pubDate>Sat, 01 Jul 2023 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/jaus-towards-2023/</guid><description/></item><item><title>Contrast Agent Dose Reduction in MRI Utilizing a Generative Adversarial Network in an Exploratory Animal Study</title><link>https://mml.kite.ume.de/publications/haubold-contrast-2023/</link><pubDate>Sun, 01 Jan 2023 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/haubold-contrast-2023/</guid><description/></item><item><title>Biomarkers extracted by fully automated body composition analysis from chest CT correlate with SARS-CoV-2 outcome severity</title><link>https://mml.kite.ume.de/publications/hosch-biomarkers-2022/</link><pubDate>Thu, 01 Sep 2022 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/hosch-biomarkers-2022/</guid><description/></item><item><title>CT-derived body composition analysis could possibly replace DXA and BIA to monitor NET-patients</title><link>https://mml.kite.ume.de/publications/kroll-ct-derived-2022/</link><pubDate>Mon, 01 Aug 2022 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/kroll-ct-derived-2022/</guid><description/></item><item><title>Low bone mineral density is a prognostic factor for elderly patients with HCC undergoing TACE: results from a multicenter study</title><link>https://mml.kite.ume.de/publications/muller-low-2022/</link><pubDate>Mon, 01 Aug 2022 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/muller-low-2022/</guid><description/></item><item><title>Artificial intelligence guided enhancement of digital PET: scans as fast as CT?</title><link>https://mml.kite.ume.de/publications/hosch-artificial-2022/</link><pubDate>Fri, 01 Jul 2022 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/hosch-artificial-2022/</guid><description/></item><item><title>k-strip: A novel segmentation algorithm in k-space for the application of skull stripping</title><link>https://mml.kite.ume.de/publications/rempe-k-strip-2022/</link><pubDate>Sun, 01 May 2022 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/rempe-k-strip-2022/</guid><description/></item><item><title>Contrast Media Reduction in Computed Tomography With Deep Learning Using a Generative Adversarial Network in an Experimental Animal Study</title><link>https://mml.kite.ume.de/publications/haubold-contrast-2022/</link><pubDate>Sat, 01 Jan 2022 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/haubold-contrast-2022/</guid><description/></item></channel></rss>