PneumoMLPred: Innovating Pneumonia Management with Guideline Adherence Review and Explainable Machine Learning-based Mortality Prediction - A single-centre retrospective study - Articles - Pneumology

Lung Cancer

Real-World Outcomes of First-Line Pembrolizumab-Based Therapy in Advanced Non-Small-Cell Lung Cancer: A Retrospective Single-Center Study

J Clin Med

Koren E, Yaacov A, Zidan J, C Roisman L, Peled N, Asna N

doi: 10.3390/jcm15124757

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Pneumonia

The Long-term Pneumonia Mortality Index. An International Multicenter Derivation and Validation Study for Patients with Community-Acquired Pneumonia

★ 2 Recommended by Dr. med. Martin Frey, Faculty Member

★ 1 Recommended by Dr Marcus Hesse, Faculty Member

Am J Respir Crit Care Med

Méndez R, González-Jiménez P, Latorre A, Piqueras M, Mengot N, Hervás D, Knox D, Carr J, Barten-Neiner G, Rohde G, Pletz MW, Rupp J, Witzenrath M, Dean NC, Menéndez R

doi: 10.1093/ajrccm/aamag060

Asthma

Prescriber adherence to asthma treatment guidelines and its impact on symptom control in Ethiopia: a mixed-methods study

Ther Adv Respir Dis

Assefa AN, Alemu MA, Tadesse TY, Aklog AT, Tarekegn GY, Moges TA, Dagnew SB

doi: 10.1177/17534666261436694

COPDFurther Publications

Adherence to the Chronic Obstructive Pulmonary Disease Guidelines in Primary Care: The Greek COPD COCARE study

Respir Med

Tsiligianni I, Papageorgakopoulou S, Bouloukaki I

doi: 10.1016/j.rmed.2025.108345

Bronchi

Management of Adult Bronchiectasis - Consensus-based Guidelines of the German Respiratory Society

Respiration

Ringshausen FC, Baumann I, de Roux A, Dettmer S, Diel R, Eichinger M, Ewig S, Flick H, Hanitsch L, Hillmann T, Koczulla R, Köhler M, Koitschev A, Kugler C, Nüsslein T, Ott SR, Pink I, Pletz M, Rohde G, Sedlacek L, Slevogt H, Sommerwerck U, Sutharsan S, von Weihe S, Welte T, Wilken M, Mertsch P, Rademacher J

doi: 10.1159/000551643

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Tachypnea

Management and Long-Term Outcomes of Persistent Tachypnea of Infancy/Neuroendocrine Cell Hyperplasia of Infancy: A European Multicenter Retrospective Study

★ 3 Recommended by Dr. med. Martin Frey, Faculty Member

Chest

Marczak H, Krenke K, Griese M, Peradzyńska J, Lange J, Kulus M, Grochowska M, Seidl E, Dubus JC, Rodler J, Schwerk N, Carlens J, Breuer O, Hevroni A, Castillo-Corullón S, Aldeco M, Buchvald FF, Nielsen KG, Mayell S, Torrent A, Bravo-López M, Regamey N, Stehling F, Latzin P, Zschocke A, Hatziagorou E, Ayats R, Aslan AT, Erdem E, Proesmans M, Cunningham S, Moriki D, Pekcan S, Cobanoglu N, Naehrlich L, Lex C, Ullmann N, Baden W, Krikovszky D, Gaboli M, Monge ND, Vivas DN, Mørck Rubak SL, Willemse B, Petrarca L, Wiemers A, Schramm D, Mueller C, Prenzel F, Koucky V, López-Andreu JA, Nathan N

doi: 10.1016/j.chest.2026.01.019

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Pneumonia

Diagnosis and Management of Community-acquired Pneumonia. An Official American Thoracic Society Clinical Practice Guideline

★ 3 Recommended by Dr. med. Martin Frey, Faculty Member

★ 3 Recommended by Dr Marcus Hesse, Faculty Member

Am J Respir Crit Care Med

Jones BE, Ramirez JA, Oren E, Soni NJ, Sullivan LR, Restrepo MI, Musher DM, Erstad BL, Pickens C, Vaughn VM, Helgeson SA, Crothers K, Metlay JP, Bissell B, Cao B, Chalmers JD, Dela Cruz CS, Gendlina I, Hojat LS, Laguio-Vila M, Liang SY, Waterer GW, Paine M, Hawkins C, Wilson K

doi: 10.1164/rccm.202507-1692ST

Interstitial Lung DiseaseFurther Publications

The importance of considering progression speed in systemic sclerosis-associated interstitial lung diseases: application of 2022 and 2024 clinical practice guidelines for progressive pulmonary fibrosis, a retrospective cohort study

Respir Res

Roeser A, Brillet PY, Tran Ba S, Caux F, Dhote R, Nunes H, Uzunhan Y

doi: 10.1186/s12931-025-03375-7

Lung Cancer

Explainable deep learning-based lung cancer diagnosis using clinically-guided local interpretable model-agnostic explanations

Sci Rep

Hassan SU, Abdulkadir SJ, Alhussian HS, Fayyaz AM, Al-Selwi SM, Khan U, Ismail AOA

doi: 10.1038/s41598-026-44127-x

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Real-World Outcomes of First-Line Pembrolizumab-Based Therapy in Advanced Non-Small-Cell Lung Cancer: A Retrospective Single-Center Study

The Long-term Pneumonia Mortality Index. An International Multicenter Derivation and Validation Study for Patients with Community-Acquired Pneumonia

Prescriber adherence to asthma treatment guidelines and its impact on symptom control in Ethiopia: a mixed-methods study

Adherence to the Chronic Obstructive Pulmonary Disease Guidelines in Primary Care: The Greek COPD COCARE study

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Explainable deep learning-based lung cancer diagnosis using clinically-guided local interpretable model-agnostic explanations