ML
Maximin Lange
cs.AISchizophreniaAntipsychotic AgentsArtificial Intelligencehealth informaticspsychiatry and clinical psychologyAntipsychoticsArtificial intelligencebig dataBMJ Health Informatics
On Valency
published · living versionsW_qg2btp2g·v1 · currentpublished
Towards a Deterministic Math Solver for Clinical Language Models
with Felipe Ocampo Osorio, Sebastián Andrés Cajas Ordoñez, Rafi Al Attrach, Sahil Kapadia +3
1 version
Preprints & journals
18 papers in the corpus · 2024–2026Protocol for: Diagnostic trajectories of patients receiving unspecified psychosis-spectrum diagnoses. A retrospective, longitudinal, register-based study in a large UK secondary mental healthcare service from 2007 to 202410.64898/2026.10.22.26366201v1 · Gogarty, E., Watson, C., Lange, M. et al.2026 · 0 citationsmedRxiv
ModaLens: Measuring Image Sensitivity in Report-Conditioned Medical VLMs2609.15635v1 · Sebasti'an Andr'es Cajas Ord'onez, Maximin Lange, Quang Bui et al.2026 · 0 citationsarXiv
Towards a Deterministic Math Solver for Clinical Language Models2609.10728v1 · Felipe Ocampo Osorio, Sebasti'an Andr'es Cajas Ordonez, Maximin Lange et al.2026 · 0 citationsarXivon Valency
Agents Catching Agents: Shortcut Cascades and Benchmark Gaming in Clinical Multi-Agent Systems2608.03744v2 · Sebasti'an Andr'es Cajas Ord'onez, Agastya Munnangi, Aldo Marzullo et al.2026 · 0 citationsarXiv
Real-world effectiveness of antipsychotic treatment of functional outcomes over 10 years: A national cohort of patients in Denmark with schizophrenia.42307260 · Twumasi, Ricardo, Gronemann, Frederikke Hørdam, Hjorthøj, Carsten et al.2026 · 1 citationPsychological medicine. 2026;56:e186
Protocol for: Lockable Smartphone Pouches in UK Secondary Schools. A Cohort Study10.64898/2026.05.15.26353291v2 · John, J., Khambhayta, A., Lange, M. et al.2026 · 0 citationsmedRxiv
Engineering framework for curiosity-driven and humble AI in clinical decision support.41871866 · Arslan, Janan, Benke, Kurt, Cajas Ordones, Sebastian Andres et al.2026 · 1 citationBMJ health & care informatics. 2026;33(1)
From Protocol to Analysis Plan: Development and Validation of a Large Language Model Pipeline for Statistical Analysis Plan Generation using Artificial Intelligence (SAPAI)10.64898/2026.03.19.26348626v2 · Jafari, H., Chu, P., Lange, M. et al.2026 · 0 citationsmedRxiv
Generating Job Recommendations for People With Schizophrenia Spectrum Disorder Using Gemini 2.0 Flash and Claude Sonnet 4: An Exploratory Analysis.41695595 · Lange, Maximin, Koutsouleris, Nikolaos, Carter, Ben et al.2026 · 0 citationsHealthcare technology letters. 2026;13(1):e70058
Developing and Testing an Engineering Framework for Curiosity-Driven and Humble AI in Clinical Decision Support10.64898/2026.02.06.26345664v1 · Arslan, J., Benke, K., Cajas, S. et al.2026 · 0 citationsmedRxiv
Physical restraint use in a United States intensive care unit-a retrospective cross sectional, single center cohort study from 2008 to 2022.41586381 · Lange, Maximin, Celi, Leo A, Carter, Ben et al.2026 · 2 citationsLancet regional health. Americas. 2026;55:101374
Beyond overconfidence: Embedding curiosity and humility for ethical medical AI.41490126 · Cajas Ordóñez, Sebastián Andrés, Castro, Rowell, Celi, Leo Anthony et al.2026 · 9 citationsPLOS digital health. 2026;5(1):e0001013
Developing and validating a machine learning pharmaceutical therapy recommender system for US-based hospital in-patients with schizophrenia spectrum disorders.41327062 · Lange, Maximin, Mehta, Urvik, Koutsouleris, Nikolaos et al.2026 · 0 citationsBMC psychiatry. 2025;26(1):10
Beyond Ethics: How Inclusive Innovation Drives Economic Returns in Medical AI2510.10338v1 · Balagopal Unnikrishnan, Ariel Guerra Adames, Amin Adibi et al.2025 · 0 citationsarXiv
Protocol for - Association of antipsychotic medication usage and employment outcomes in patients with schizophrenia spectrum disorders: A Danish register-based study10.1101/2025.10.02.25337161v1 · Twumasi, R., Lange, M., Hjorthoj, C. et al.2025 · 1 citationmedRxiv
Physical Restraint Use in a US Intensive Care Setting Protocol for a retrospective cross-sectional analysis using the MIMIC-IV repository10.1101/2025.04.23.25326294v1 · Lange, M., Celi, L. A., Carter, B. et al.2025 · 1 citationmedRxiv
Schizophrenia more employable than depression? Language-based artificial intelligence model ratings for employability of psychiatric diagnoses and somatic and healthy controls.39774560 · Lange, Maximin, Koliousis, Alexandros, Fayez, Feras et al.2025 · 2 citationsPloS one. 2025;20(1):e0315768
Protocol for: A Simple, Accessible, Literature-based Drug Repurposing Pipeline10.1101/2024.07.18.24310641v1 · Lange, M., Gogarty, E., Martyn, M. et al.2024 · 1 citationmedRxiv
Career total: 29 works. 18 are in this corpus.
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