Research map: Machine learning–based prediction of major amputation risk after initial limb-preserving surgery in diabetic foot
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Papers in this map
Diabetic Foot Ulcers and Their Recurrence
· David G. Armstrong · 2017 · 4374 citations · Cited by this paper
Subclinical primary aldosteronism: toward a conceptual framework linking primary aldosteronism and low-renin hypertension
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Global epidemiology of diabetic foot ulceration: a systematic review and meta-analysis
· Pengzi Zhang · 2016 · 1861 citations · Cited by this paper
Physician and hospital determinants of levothyroxine treatment adequacy in low-risk papillary thyroid carcinoma
· 2026 · Related
Five year mortality and direct costs of care for people with diabetic foot complications are comparable to cancer
· David G. Armstrong · 2020 · 982 citations · Cited by this paper
The effects of SARS-CoV-2 on bone homeostasis
· 2026 · Related
Comprehensive Foot Examination and Risk Assessment
· Andrew J.M. Boulton · 2008 · 929 citations · Cited by this paper
Restless legs syndrome or diabetic peripheral neuropathy: diagnostic dilemmas and clinical insights from a case report
· 2026 · Related
IWGDF/IDSA guidelines on the diagnosis and treatment of diabetes‐related foot infections (IWGDF/IDSA 2023)
· Éric Senneville · 2023 · 331 citations · Cited by this paper
Association between metabolic syndrome and mortality among breast cancer survivors: a prospective cohort study
· 2026 · Related
Incidence of lower extremity amputations in the diabetic compared with the non-diabetic population: A systematic review
· Maria Narres · 2017 · 262 citations · Cited by this paper
Association of accelerometer-measured physical activity and the risk of incident cardiovascular diseases within the AHA cardiovascular-kidney-metabolic syndrome 0–4 framework: a prospective cohort of the UK Biobank
· 2026 · Related
Risk of Reamputation in Diabetic Patients Stratified by Limb and Level of Amputation
· Yuki Izumi · 2006 · 209 citations · Cited by this paper
Association of gravidity, parity, and abortion history with nodal metastasis in women with papillary thyroid carcinoma: a retrospective cohort study
· 2026 · Related
Diabetic foot ulcer classifications: A critical review
· Matilde Monteiro‐Soares · 2020 · 208 citations · Cited by this paper
Association between primary aldosteronism and type 2 diabetes and identification of potential molecular mechanisms
· 2026 · Related
Guidelines on multidisciplinary approaches for the prevention and management of diabetic foot disease (2020 edition)
· Aiping Wang · 2020 · 156 citations · Cited by this paper
Diabetic ketoacidosis associated with pancreatic involvement in a patient with von Hippel-Lindau syndrome: a case report
· 2026 · Related
Diagnosing and treating diabetic foot infections
· Benjamin Alan Lipsky · 2004 · 130 citations · Cited by this paper
Primary aldosteronism and obstructive sleep apnea in hypertension: interplay, target organ damage, and clinical management
· 2026 · Related
Diabetic foot management: multidisciplinary approach for advanced lesion rescue
· Enrico Brocco · 2018 · 85 citations · Cited by this paper
Clinical Outcomes of Below Knee Amputations in Diabetic Foot Patients
· Keng Lin Wong · 2013 · 41 citations · Cited by this paper
Machine learning for the prediction of minor amputation in University of Texas grade 3 diabetic foot ulcers
· Shiqi Wang · 2022 · 40 citations · Cited by this paper
Foot Osteomyelitis Location and Rates of Primary or Secondary Major Amputations in Patients With Diabetes
· Elin Winkler · 2022 · 39 citations · Cited by this paper
A multidisciplinary team reduces in‐hospital clinical complications and mortality in patients with diabetic foot ulcers
· Marco Meloni · 2023 · 25 citations · Cited by this paper
Risk Prediction of Diabetic Foot Amputation Using Machine Learning and Explainable Artificial Intelligence
· Chien Wei Oei · 2024 · 23 citations · Cited by this paper
A Machine Learning Model for Prediction of Amputation in Diabetics
· Stavros Stefanopoulos · 2022 · 22 citations · Cited by this paper
Lisfranc and Chopart amputation: A systematic review
· Gesiena E. van der Wal · 2023 · 21 citations · Cited by this paper
Predictive Factors and Amputation Level for Reamputation in Patients With Diabetic Foot: A Retrospective Case-Control Study
· Mustafa Faik Seckin · 2021 · 20 citations · Cited by this paper
Elevated HbA1c level associated with disease severity and surgical extension in diabetic foot patients
· Simay Akyüz · 2023 · 16 citations · Cited by this paper
Transmetatarsal Amputation Results in Higher Frequency of Revision Surgery and Higher Ambulation Rates Than Below-Knee Amputation
· Angel Ordaz · 2022 · 13 citations · Cited by this paper
Radiomics method in the differential diagnosis of diabetic foot osteomyelitis and charcot neuroarthropathy
· Ferhat Cüce · 2023 · 11 citations · Cited by this paper
Prediction of amputation risk of patients with diabetic foot using classification algorithms: A clinical study from a tertiary center
· Denizhan Demırkol · 2024 · 11 citations · Cited by this paper
Reoperation, reamputation, and new ulceration following complete or partial toe amputation among diabetic and non-diabetic patients
· Carl G. Speer · 2021 · 9 citations · Cited by this paper
Machine Learning Insights Into Amputation Risk: Evaluating Wound Classification Systems in Diabetic Foot Ulcers
· Farideh Mostafavi · 2025 · 8 citations · Cited by this paper
Differential Diagnosis of Diabetic Foot Osteomyelitis and Charcot Neuropathic Osteoarthropathy with Deep Learning Methods
· Maide ÇAKIR BAYER · 2024 · 7 citations · Cited by this paper
Amputations
· Georges Ha Van · 2008 · 1 citation · Cited by this paper
[Translated article] Reamputation prevalence after minor feet amputations in patients with diabetic foot: A cross sectional study
· Catalina Correa · 2024 · 1 citation · Cited by this paper
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